update week 35

This commit is contained in:
Morten Hjorth-Jensen
2022-08-28 22:24:14 +02:00
parent afdd475a75
commit 3aace67368
77 changed files with 651 additions and 424 deletions
+3 -1
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
@@ -390,7 +392,7 @@ MathJax.Hub.Config({
</center>
<br>
<center>
<h4>Aug 23, 2022</h4>
<h4>Aug 28, 2022</h4>
</center> <!-- date -->
<br>
+16 -3
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
@@ -375,10 +377,21 @@ MathJax.Hub.Config({
<h2 id="plans-for-week-35" class="anchor">Plans for week 35 </h2>
<ul>
<li> Thursday: Review of ordinary Least Squares with applications and discussion of Ridge Regression and Singular Value Decomposition</li>
<li> Friday: Analysis of Ridge and Lasso Regression and links with Singular Value Decomposition</li>
<li> <a href="http://databookuw.com/page-2/page-4/" target="_self">Video series on the SVD</a>. Highly recommended.</li>
<li> Lab Wednesday: Work on exercises 1-5 for week 35</li>
<li> Thursday: Review of ordinary Least Squares with applications, reminder on statistics and start discussion of Ridge Regression and Singular Value Decom\</li>
</ul>
<p>position</p>
<ul>
<li> Friday: Discussion of Ridge and Lasso Regression and links with Singular Value Decomposition</li>
</ul>
<h3 id="reading-recommendations" class="anchor">Reading recommendations: </h3>
<ol>
<li> See lecture notes for week 35 at <a href="https://compphysics.github.io/MachineLearning/doc/web/course.html" target="_self"><tt>https://compphysics.github.io/MachineLearning/doc/web/course.html</tt></a></li>
<li> For a review on statistics see jupyter-book <a href="https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/statistics.html" target="_self"><tt>https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/statistics.html</tt></a>, the most relevant parts are covered by sections 1.1.1-1.1.5</li>
<li> HTF chapter 3. GBC chapters 1 and and sections 3.1-3.11 and 5.1</li>
<li> CMB sections 1.1 and 3.1</li>
<li> A good review on statistics is given by Murphy's text, chapter 2, see <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/MachineLearningMurphy.pdf" target="_self"><tt>https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/MachineLearningMurphy.pdf</tt></a></li>
</ol>
<p>
<!-- navigation buttons at the bottom of the page -->
<ul class="pagination">
+4 -1
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
@@ -377,9 +379,10 @@ MathJax.Hub.Config({
<p>The main topics on Thursday are:</p>
<ol>
<li> Repetition from last week on linear regression</li>
<li> Reminder on statistics with quantities like mean values, variance abd covariance</li>
<li> Discussion of how to prepare data and examples of applications of linear regression</li>
<li> Mathematical interpretations of Linear Regression</li>
<li> Start discussing Ridge and Lasso regression and Singular Value Decomposition</li>
<li> Start discussing Ridge and Lasso regression and Singular Value Decomposition, to be continued Friday</li>
</ol>
<p>
<!-- navigation buttons at the bottom of the page -->
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
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@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
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@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
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@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
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@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
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@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
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@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
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@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
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@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
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@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
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@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
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@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
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@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
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@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
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@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
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@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+2
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
+3 -1
View File
@@ -37,6 +37,7 @@ doconce format html week35.do.txt --html_style=bootstrap --pygments_html_style=d
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -291,6 +292,7 @@ MathJax.Hub.Config({
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Contents <b class="caret"></b></a>
<ul class="dropdown-menu">
<!-- navigation toc: --> <li><a href="._week35-bs001.html#plans-for-week-35" style="font-size: 80%;"><b>Plans for week 35</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs001.html#reading-recommendations" style="font-size: 80%;">&nbsp;&nbsp;&nbsp;Reading recommendations:</a></li>
<!-- navigation toc: --> <li><a href="._week35-bs002.html#thursday-september-1" style="font-size: 80%;"><b>Thursday September 1</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs003.html#why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week" style="font-size: 80%;"><b>Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week</b></a></li>
<!-- navigation toc: --> <li><a href="._week35-bs004.html#regression-analysis-overarching-aims" style="font-size: 80%;"><b>Regression analysis, overarching aims</b></a></li>
@@ -390,7 +392,7 @@ MathJax.Hub.Config({
</center>
<br>
<center>
<h4>Aug 23, 2022</h4>
<h4>Aug 28, 2022</h4>
</center> <!-- date -->
<br>
+19 -5
View File
@@ -184,7 +184,7 @@ MathJax.Hub.Config({
</center>
<br>
<center>
<h4>Aug 23, 2022</h4>
<h4>Aug 28, 2022</h4>
</center> <!-- date -->
<br>
@@ -198,10 +198,23 @@ MathJax.Hub.Config({
<h2 id="plans-for-week-35">Plans for week 35 </h2>
<ul>
<p><li> Thursday: Review of ordinary Least Squares with applications and discussion of Ridge Regression and Singular Value Decomposition</li>
<p><li> Friday: Analysis of Ridge and Lasso Regression and links with Singular Value Decomposition</li>
<p><li> <a href="http://databookuw.com/page-2/page-4/" target="_blank">Video series on the SVD</a>. Highly recommended.</li>
<p><li> Lab Wednesday: Work on exercises 1-5 for week 35</li>
<p><li> Thursday: Review of ordinary Least Squares with applications, reminder on statistics and start discussion of Ridge Regression and Singular Value Decom\</li>
</ul>
<p>
<p>position</p>
<ul>
<p><li> Friday: Discussion of Ridge and Lasso Regression and links with Singular Value Decomposition</li>
</ul>
<p>
<h3 id="reading-recommendations">Reading recommendations: </h3>
<ol>
<p><li> See lecture notes for week 35 at <a href="https://compphysics.github.io/MachineLearning/doc/web/course.html" target="_blank"><tt>https://compphysics.github.io/MachineLearning/doc/web/course.html</tt></a></li>
<p><li> For a review on statistics see jupyter-book <a href="https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/statistics.html" target="_blank"><tt>https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/statistics.html</tt></a>, the most relevant parts are covered by sections 1.1.1-1.1.5</li>
<p><li> HTF chapter 3. GBC chapters 1 and and sections 3.1-3.11 and 5.1</li>
<p><li> CMB sections 1.1 and 3.1</li>
<p><li> A good review on statistics is given by Murphy's text, chapter 2, see <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/MachineLearningMurphy.pdf" target="_blank"><tt>https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/MachineLearningMurphy.pdf</tt></a></li>
</ol>
</section>
<section>
@@ -210,9 +223,10 @@ MathJax.Hub.Config({
<p>The main topics on Thursday are:</p>
<ol>
<p><li> Repetition from last week on linear regression</li>
<p><li> Reminder on statistics with quantities like mean values, variance abd covariance</li>
<p><li> Discussion of how to prepare data and examples of applications of linear regression</li>
<p><li> Mathematical interpretations of Linear Regression</li>
<p><li> Start discussing Ridge and Lasso regression and Singular Value Decomposition</li>
<p><li> Start discussing Ridge and Lasso regression and Singular Value Decomposition, to be continued Friday</li>
</ol>
</section>
+18 -5
View File
@@ -64,6 +64,7 @@ div.toc p,a {
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -320,7 +321,7 @@ MathJax.Hub.Config({
</center>
<br>
<center>
<h4>Aug 23, 2022</h4>
<h4>Aug 28, 2022</h4>
</center> <!-- date -->
<br>
@@ -328,19 +329,31 @@ MathJax.Hub.Config({
<h2 id="plans-for-week-35">Plans for week 35 </h2>
<ul>
<li> Thursday: Review of ordinary Least Squares with applications and discussion of Ridge Regression and Singular Value Decomposition</li>
<li> Friday: Analysis of Ridge and Lasso Regression and links with Singular Value Decomposition</li>
<li> <a href="http://databookuw.com/page-2/page-4/" target="_blank">Video series on the SVD</a>. Highly recommended.</li>
<li> Lab Wednesday: Work on exercises 1-5 for week 35</li>
<li> Thursday: Review of ordinary Least Squares with applications, reminder on statistics and start discussion of Ridge Regression and Singular Value Decom\</li>
</ul>
<p>position</p>
<ul>
<li> Friday: Discussion of Ridge and Lasso Regression and links with Singular Value Decomposition</li>
</ul>
<h3 id="reading-recommendations">Reading recommendations: </h3>
<ol>
<li> See lecture notes for week 35 at <a href="https://compphysics.github.io/MachineLearning/doc/web/course.html" target="_blank"><tt>https://compphysics.github.io/MachineLearning/doc/web/course.html</tt></a></li>
<li> For a review on statistics see jupyter-book <a href="https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/statistics.html" target="_blank"><tt>https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/statistics.html</tt></a>, the most relevant parts are covered by sections 1.1.1-1.1.5</li>
<li> HTF chapter 3. GBC chapters 1 and and sections 3.1-3.11 and 5.1</li>
<li> CMB sections 1.1 and 3.1</li>
<li> A good review on statistics is given by Murphy's text, chapter 2, see <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/MachineLearningMurphy.pdf" target="_blank"><tt>https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/MachineLearningMurphy.pdf</tt></a></li>
</ol>
<!-- !split --><br><br><br><br><br><br><br><br><br><br>
<h2 id="thursday-september-1">Thursday September 1 </h2>
<p>The main topics on Thursday are:</p>
<ol>
<li> Repetition from last week on linear regression</li>
<li> Reminder on statistics with quantities like mean values, variance abd covariance</li>
<li> Discussion of how to prepare data and examples of applications of linear regression</li>
<li> Mathematical interpretations of Linear Regression</li>
<li> Start discussing Ridge and Lasso regression and Singular Value Decomposition</li>
<li> Start discussing Ridge and Lasso regression and Singular Value Decomposition, to be continued Friday</li>
</ol>
<!-- !split --><br><br><br><br><br><br><br><br><br><br>
<h2 id="why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week">Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week </h2>
+18 -5
View File
@@ -141,6 +141,7 @@ div.toc p,a {
<!-- tocinfo
{'highest level': 2,
'sections': [('Plans for week 35', 2, None, 'plans-for-week-35'),
('Reading recommendations:', 3, None, 'reading-recommendations'),
('Thursday September 1', 2, None, 'thursday-september-1'),
('Why Linear Regression (aka Ordinary Least Squares and family), '
'repeat from last week',
@@ -397,7 +398,7 @@ MathJax.Hub.Config({
</center>
<br>
<center>
<h4>Aug 23, 2022</h4>
<h4>Aug 28, 2022</h4>
</center> <!-- date -->
<br>
@@ -405,19 +406,31 @@ MathJax.Hub.Config({
<h2 id="plans-for-week-35">Plans for week 35 </h2>
<ul>
<li> Thursday: Review of ordinary Least Squares with applications and discussion of Ridge Regression and Singular Value Decomposition</li>
<li> Friday: Analysis of Ridge and Lasso Regression and links with Singular Value Decomposition</li>
<li> <a href="http://databookuw.com/page-2/page-4/" target="_blank">Video series on the SVD</a>. Highly recommended.</li>
<li> Lab Wednesday: Work on exercises 1-5 for week 35</li>
<li> Thursday: Review of ordinary Least Squares with applications, reminder on statistics and start discussion of Ridge Regression and Singular Value Decom\</li>
</ul>
<p>position</p>
<ul>
<li> Friday: Discussion of Ridge and Lasso Regression and links with Singular Value Decomposition</li>
</ul>
<h3 id="reading-recommendations">Reading recommendations: </h3>
<ol>
<li> See lecture notes for week 35 at <a href="https://compphysics.github.io/MachineLearning/doc/web/course.html" target="_blank"><tt>https://compphysics.github.io/MachineLearning/doc/web/course.html</tt></a></li>
<li> For a review on statistics see jupyter-book <a href="https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/statistics.html" target="_blank"><tt>https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/statistics.html</tt></a>, the most relevant parts are covered by sections 1.1.1-1.1.5</li>
<li> HTF chapter 3. GBC chapters 1 and and sections 3.1-3.11 and 5.1</li>
<li> CMB sections 1.1 and 3.1</li>
<li> A good review on statistics is given by Murphy's text, chapter 2, see <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/MachineLearningMurphy.pdf" target="_blank"><tt>https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/MachineLearningMurphy.pdf</tt></a></li>
</ol>
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<h2 id="thursday-september-1">Thursday September 1 </h2>
<p>The main topics on Thursday are:</p>
<ol>
<li> Repetition from last week on linear regression</li>
<li> Reminder on statistics with quantities like mean values, variance abd covariance</li>
<li> Discussion of how to prepare data and examples of applications of linear regression</li>
<li> Mathematical interpretations of Linear Regression</li>
<li> Start discussing Ridge and Lasso regression and Singular Value Decomposition</li>
<li> Start discussing Ridge and Lasso regression and Singular Value Decomposition, to be continued Friday</li>
</ol>
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<h2 id="why-linear-regression-aka-ordinary-least-squares-and-family-repeat-from-last-week">Why Linear Regression (aka Ordinary Least Squares and family), repeat from last week </h2>
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===== Plans for week 35 =====
* Thursday: Review of ordinary Least Squares with applications and discussion of Ridge Regression and Singular Value Decomposition
* Lab Wednesday: Work on exercises 1-5 for week 35
* Thursday: Review of ordinary Least Squares with applications, reminder on statistics and start discussion of Ridge Regression and Singular Value Decom\
position
* Friday: Discussion of Ridge and Lasso Regression and links with Singular Value Decomposition
=== Reading recommendations: ===
o See lecture notes for week 35 at URL:"https://compphysics.github.io/MachineLearning/doc/web/course.html"
o For a review on statistics see jupyter-book URL:"https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/statistics.html", the most relevant parts are covered by sections 1.1.1-1.1.5
o HTF chapter 3. GBC chapters 1 and and sections 3.1-3.11 and 5.1
o CMB sections 1.1 and 3.1
o A good review on statistics is given by Murphy's text, chapter 2, see URL:"https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/MachineLearningMurphy.pdf"
* Friday: Analysis of Ridge and Lasso Regression and links with Singular Value Decomposition
* "Video series on the SVD":"http://databookuw.com/page-2/page-4/". Highly recommended.
!split
@@ -17,9 +26,10 @@ DATE: today
The main topics on Thursday are:
o Repetition from last week on linear regression
o Reminder on statistics with quantities like mean values, variance abd covariance
o Discussion of how to prepare data and examples of applications of linear regression
o Mathematical interpretations of Linear Regression
o Start discussing Ridge and Lasso regression and Singular Value Decomposition
o Start discussing Ridge and Lasso regression and Singular Value Decomposition, to be continued Friday