small typo

2022-09-17 23:16:34 +02:00
parent 9543b54fea
commit 109b5439f7
55 changed files with 356 additions and 356 deletions
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -279,7 +279,7 @@ MathJax.Hub.Config({
 </center>
 <br>
 <center>
-<h4>Sep 16, 2022</h4>
+<h4>Sep 17, 2022</h4>
 </center> <!-- date -->
 <br>

@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -261,7 +261,7 @@ MathJax.Hub.Config({
 <p>&nbsp;</p><p>&nbsp;</p><p>&nbsp;</p> <!-- add vertical space -->
 <a name="part0002"></a>
 <!-- !split -->
-<h2 id="thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" class="anchor">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods </h2>
+<h2 id="summary-of-ridge-and-lasso-regression-and-start-resampling-methods" class="anchor">Summary of Ridge and Lasso Regression and start Resampling methods </h2>

 <p>
 <!-- navigation buttons at the bottom of the page -->
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -37,11 +37,11 @@ doconce format html week37.do.txt --html_style=bootstrap --pygments_html_style=d
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -204,7 +204,7 @@ 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="._week37-bs001.html#plans-for-week-37" style="font-size: 80%;">Plans for week 37</a></li>
-     <!-- navigation toc: --> <li><a href="._week37-bs002.html#thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
+     <!-- navigation toc: --> <li><a href="._week37-bs002.html#summary-of-ridge-and-lasso-regression-and-start-resampling-methods" style="font-size: 80%;">Summary of Ridge and Lasso Regression and start Resampling methods</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs003.html#deriving-ols-from-a-probability-distribution" style="font-size: 80%;">Deriving OLS from a probability distribution</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs004.html#independent-and-identically-distrubuted-iid" style="font-size: 80%;">Independent and Identically Distrubuted (iid)</a></li>
     <!-- navigation toc: --> <li><a href="._week37-bs005.html#maximum-likelihood-estimation-mle" style="font-size: 80%;">Maximum Likelihood Estimation (MLE)</a></li>
@@ -279,7 +279,7 @@ MathJax.Hub.Config({
 </center>
 <br>
 <center>
-<h4>Sep 16, 2022</h4>
+<h4>Sep 17, 2022</h4>
 </center> <!-- date -->
 <br>

@@ -184,7 +184,7 @@ MathJax.Hub.Config({
 </center>
 <br>
 <center>
-<h4>Sep 16, 2022</h4>
+<h4>Sep 17, 2022</h4>
 </center> <!-- date -->
 <br>

@@ -222,7 +222,7 @@ MathJax.Hub.Config({
 </section>

 <section>
-<h2 id="thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods </h2>
+<h2 id="summary-of-ridge-and-lasso-regression-and-start-resampling-methods">Summary of Ridge and Lasso Regression and start Resampling methods </h2>
 </section>

 <section>
@@ -64,11 +64,11 @@ div.toc p,a {
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -233,7 +233,7 @@ MathJax.Hub.Config({
 </center>
 <br>
 <center>
-<h4>Sep 16, 2022</h4>
+<h4>Sep 17, 2022</h4>
 </center> <!-- date -->
 <br>

@@ -258,7 +258,7 @@ MathJax.Hub.Config({
 <li> See also the excellent videos on the SVD at <a href="http://databookuw.com/page-2/page-4/" target="_blank"><tt>http://databookuw.com/page-2/page-4/</tt></a>. The texboook by Brunton and Kutz at <a href="http://databookuw.com" target="_blank"><tt>http://databookuw.com</tt></a> is highly recommended</li>
 </ol>
 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
-<h2 id="thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods </h2>
+<h2 id="summary-of-ridge-and-lasso-regression-and-start-resampling-methods">Summary of Ridge and Lasso Regression and start Resampling methods </h2>

 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
 <h2 id="deriving-ols-from-a-probability-distribution">Deriving OLS from a probability distribution </h2>
@@ -141,11 +141,11 @@ div.toc p,a {
 <!-- tocinfo
 {'highest level': 2,
 'sections': [('Plans for week 37', 2, None, 'plans-for-week-37'),
-              ('Thursday September 15, Summary of Ridge and Lasso Regression '
-               'and start Resampling methods',
+              ('Summary of Ridge and Lasso Regression and start Resampling '
+               'methods',
               2,
               None,
-               'thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
+               'summary-of-ridge-and-lasso-regression-and-start-resampling-methods'),
              ('Deriving OLS from a probability distribution',
               2,
               None,
@@ -310,7 +310,7 @@ MathJax.Hub.Config({
 </center>
 <br>
 <center>
-<h4>Sep 16, 2022</h4>
+<h4>Sep 17, 2022</h4>
 </center> <!-- date -->
 <br>

@@ -335,7 +335,7 @@ MathJax.Hub.Config({
 <li> See also the excellent videos on the SVD at <a href="http://databookuw.com/page-2/page-4/" target="_blank"><tt>http://databookuw.com/page-2/page-4/</tt></a>. The texboook by Brunton and Kutz at <a href="http://databookuw.com" target="_blank"><tt>http://databookuw.com</tt></a> is highly recommended</li>
 </ol>
 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
-<h2 id="thursday-september-15-summary-of-ridge-and-lasso-regression-and-start-resampling-methods">Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods </h2>
+<h2 id="summary-of-ridge-and-lasso-regression-and-start-resampling-methods">Summary of Ridge and Lasso Regression and start Resampling methods </h2>

 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
 <h2 id="deriving-ols-from-a-probability-distribution">Deriving OLS from a probability distribution </h2>
@@ -18,7 +18,7 @@ o See also the excellent videos on the SVD at URL:"http://databookuw.com/page-2/


 !split
-===== Thursday September 15, Summary of Ridge and Lasso Regression and start Resampling methods =====
+===== Summary of Ridge and Lasso Regression and start Resampling methods =====


 !split