diff --git a/doc/pub/week36/html/._week36-bs000.html b/doc/pub/week36/html/._week36-bs000.html index 9275d15a1..e1557c0ca 100644 --- a/doc/pub/week36/html/._week36-bs000.html +++ b/doc/pub/week36/html/._week36-bs000.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs001.html b/doc/pub/week36/html/._week36-bs001.html index 252e14452..c92892f0c 100644 --- a/doc/pub/week36/html/._week36-bs001.html +++ b/doc/pub/week36/html/._week36-bs001.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs002.html b/doc/pub/week36/html/._week36-bs002.html index 62008cef9..c3e7a8c72 100644 --- a/doc/pub/week36/html/._week36-bs002.html +++ b/doc/pub/week36/html/._week36-bs002.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs003.html b/doc/pub/week36/html/._week36-bs003.html index aeda61b77..caad5a5d0 100644 --- a/doc/pub/week36/html/._week36-bs003.html +++ b/doc/pub/week36/html/._week36-bs003.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs004.html b/doc/pub/week36/html/._week36-bs004.html index 333bdbacf..c50ced361 100644 --- a/doc/pub/week36/html/._week36-bs004.html +++ b/doc/pub/week36/html/._week36-bs004.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs005.html b/doc/pub/week36/html/._week36-bs005.html index 31ac8bf08..12da6e539 100644 --- a/doc/pub/week36/html/._week36-bs005.html +++ b/doc/pub/week36/html/._week36-bs005.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs006.html b/doc/pub/week36/html/._week36-bs006.html index 10d566433..07ac8d386 100644 --- a/doc/pub/week36/html/._week36-bs006.html +++ b/doc/pub/week36/html/._week36-bs006.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs007.html b/doc/pub/week36/html/._week36-bs007.html index 426efb03e..6873be172 100644 --- a/doc/pub/week36/html/._week36-bs007.html +++ b/doc/pub/week36/html/._week36-bs007.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs008.html b/doc/pub/week36/html/._week36-bs008.html index 0352fb339..88d66119f 100644 --- a/doc/pub/week36/html/._week36-bs008.html +++ b/doc/pub/week36/html/._week36-bs008.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs009.html b/doc/pub/week36/html/._week36-bs009.html index 01b502c52..9abe352cb 100644 --- a/doc/pub/week36/html/._week36-bs009.html +++ b/doc/pub/week36/html/._week36-bs009.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • @@ -263,7 +263,7 @@ MathJax.Hub.Config({

     

     

     

    -

    Independent and Identically Distrubuted (iid)

    +

    Independent and Identically Distributed (iid)

    We assume now that the various \( y_i \) values are stochastically distributed according to the above Gaussian distribution. We define this distribution as diff --git a/doc/pub/week36/html/._week36-bs010.html b/doc/pub/week36/html/._week36-bs010.html index 9717e845f..df78b1da8 100644 --- a/doc/pub/week36/html/._week36-bs010.html +++ b/doc/pub/week36/html/._week36-bs010.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({

  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs011.html b/doc/pub/week36/html/._week36-bs011.html index ebcc1bf28..7b3e17d2a 100644 --- a/doc/pub/week36/html/._week36-bs011.html +++ b/doc/pub/week36/html/._week36-bs011.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs012.html b/doc/pub/week36/html/._week36-bs012.html index 6980111b1..93995083d 100644 --- a/doc/pub/week36/html/._week36-bs012.html +++ b/doc/pub/week36/html/._week36-bs012.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs013.html b/doc/pub/week36/html/._week36-bs013.html index 952a0e849..427272568 100644 --- a/doc/pub/week36/html/._week36-bs013.html +++ b/doc/pub/week36/html/._week36-bs013.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs014.html b/doc/pub/week36/html/._week36-bs014.html index 5dcf8357c..a3e6684a0 100644 --- a/doc/pub/week36/html/._week36-bs014.html +++ b/doc/pub/week36/html/._week36-bs014.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs015.html b/doc/pub/week36/html/._week36-bs015.html index 7a612fcc9..6aa4eb724 100644 --- a/doc/pub/week36/html/._week36-bs015.html +++ b/doc/pub/week36/html/._week36-bs015.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs016.html b/doc/pub/week36/html/._week36-bs016.html index 5f2e1ad8e..e41265b82 100644 --- a/doc/pub/week36/html/._week36-bs016.html +++ b/doc/pub/week36/html/._week36-bs016.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs017.html b/doc/pub/week36/html/._week36-bs017.html index 066655b7a..dfd13dd9b 100644 --- a/doc/pub/week36/html/._week36-bs017.html +++ b/doc/pub/week36/html/._week36-bs017.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs018.html b/doc/pub/week36/html/._week36-bs018.html index b5e2a33b6..07f20dd40 100644 --- a/doc/pub/week36/html/._week36-bs018.html +++ b/doc/pub/week36/html/._week36-bs018.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs019.html b/doc/pub/week36/html/._week36-bs019.html index 3f690bfe9..5ae4ea870 100644 --- a/doc/pub/week36/html/._week36-bs019.html +++ b/doc/pub/week36/html/._week36-bs019.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs020.html b/doc/pub/week36/html/._week36-bs020.html index c9fe37179..60c2f023d 100644 --- a/doc/pub/week36/html/._week36-bs020.html +++ b/doc/pub/week36/html/._week36-bs020.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs021.html b/doc/pub/week36/html/._week36-bs021.html index 672729836..c315f03b3 100644 --- a/doc/pub/week36/html/._week36-bs021.html +++ b/doc/pub/week36/html/._week36-bs021.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs022.html b/doc/pub/week36/html/._week36-bs022.html index 75f95fdb0..c992f5f80 100644 --- a/doc/pub/week36/html/._week36-bs022.html +++ b/doc/pub/week36/html/._week36-bs022.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs023.html b/doc/pub/week36/html/._week36-bs023.html index d8b5ded4b..69c0d8cf1 100644 --- a/doc/pub/week36/html/._week36-bs023.html +++ b/doc/pub/week36/html/._week36-bs023.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs024.html b/doc/pub/week36/html/._week36-bs024.html index 16f9eb80a..f2679458f 100644 --- a/doc/pub/week36/html/._week36-bs024.html +++ b/doc/pub/week36/html/._week36-bs024.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs025.html b/doc/pub/week36/html/._week36-bs025.html index 5d718690b..803aad85c 100644 --- a/doc/pub/week36/html/._week36-bs025.html +++ b/doc/pub/week36/html/._week36-bs025.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs026.html b/doc/pub/week36/html/._week36-bs026.html index 6b13209d5..febd3f08e 100644 --- a/doc/pub/week36/html/._week36-bs026.html +++ b/doc/pub/week36/html/._week36-bs026.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs027.html b/doc/pub/week36/html/._week36-bs027.html index e13981371..4ecc70871 100644 --- a/doc/pub/week36/html/._week36-bs027.html +++ b/doc/pub/week36/html/._week36-bs027.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs028.html b/doc/pub/week36/html/._week36-bs028.html index bb04cd7c9..274e2f496 100644 --- a/doc/pub/week36/html/._week36-bs028.html +++ b/doc/pub/week36/html/._week36-bs028.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs029.html b/doc/pub/week36/html/._week36-bs029.html index 1b83f1e32..173380784 100644 --- a/doc/pub/week36/html/._week36-bs029.html +++ b/doc/pub/week36/html/._week36-bs029.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs030.html b/doc/pub/week36/html/._week36-bs030.html index 3c80476b5..344c82bac 100644 --- a/doc/pub/week36/html/._week36-bs030.html +++ b/doc/pub/week36/html/._week36-bs030.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs031.html b/doc/pub/week36/html/._week36-bs031.html index 68ab2a87a..150589319 100644 --- a/doc/pub/week36/html/._week36-bs031.html +++ b/doc/pub/week36/html/._week36-bs031.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs032.html b/doc/pub/week36/html/._week36-bs032.html index 6b65f9deb..8ea0cb8d1 100644 --- a/doc/pub/week36/html/._week36-bs032.html +++ b/doc/pub/week36/html/._week36-bs032.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs033.html b/doc/pub/week36/html/._week36-bs033.html index 71d89c5a4..5b4aaaf64 100644 --- a/doc/pub/week36/html/._week36-bs033.html +++ b/doc/pub/week36/html/._week36-bs033.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs034.html b/doc/pub/week36/html/._week36-bs034.html index c3a0a5ac3..d1d5dc03f 100644 --- a/doc/pub/week36/html/._week36-bs034.html +++ b/doc/pub/week36/html/._week36-bs034.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs035.html b/doc/pub/week36/html/._week36-bs035.html index e666720ac..c4b4e4185 100644 --- a/doc/pub/week36/html/._week36-bs035.html +++ b/doc/pub/week36/html/._week36-bs035.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs036.html b/doc/pub/week36/html/._week36-bs036.html index e3cf29448..73afbc249 100644 --- a/doc/pub/week36/html/._week36-bs036.html +++ b/doc/pub/week36/html/._week36-bs036.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs037.html b/doc/pub/week36/html/._week36-bs037.html index 6d12f6d51..21852c5ea 100644 --- a/doc/pub/week36/html/._week36-bs037.html +++ b/doc/pub/week36/html/._week36-bs037.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs038.html b/doc/pub/week36/html/._week36-bs038.html index 3dad4d739..d05b6a955 100644 --- a/doc/pub/week36/html/._week36-bs038.html +++ b/doc/pub/week36/html/._week36-bs038.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs039.html b/doc/pub/week36/html/._week36-bs039.html index 748be4cdc..c213f7b95 100644 --- a/doc/pub/week36/html/._week36-bs039.html +++ b/doc/pub/week36/html/._week36-bs039.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs040.html b/doc/pub/week36/html/._week36-bs040.html index 2c59a9a33..43335b6dd 100644 --- a/doc/pub/week36/html/._week36-bs040.html +++ b/doc/pub/week36/html/._week36-bs040.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs041.html b/doc/pub/week36/html/._week36-bs041.html index a218bf96b..bc7fddd7b 100644 --- a/doc/pub/week36/html/._week36-bs041.html +++ b/doc/pub/week36/html/._week36-bs041.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs042.html b/doc/pub/week36/html/._week36-bs042.html index bae422dc4..7e36e56f5 100644 --- a/doc/pub/week36/html/._week36-bs042.html +++ b/doc/pub/week36/html/._week36-bs042.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs043.html b/doc/pub/week36/html/._week36-bs043.html index 30c9b5600..cde47de26 100644 --- a/doc/pub/week36/html/._week36-bs043.html +++ b/doc/pub/week36/html/._week36-bs043.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs044.html b/doc/pub/week36/html/._week36-bs044.html index 57c1e800a..1d3e5f5e4 100644 --- a/doc/pub/week36/html/._week36-bs044.html +++ b/doc/pub/week36/html/._week36-bs044.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs045.html b/doc/pub/week36/html/._week36-bs045.html index c8e771872..731ac750b 100644 --- a/doc/pub/week36/html/._week36-bs045.html +++ b/doc/pub/week36/html/._week36-bs045.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs046.html b/doc/pub/week36/html/._week36-bs046.html index c984c9c0a..af956297b 100644 --- a/doc/pub/week36/html/._week36-bs046.html +++ b/doc/pub/week36/html/._week36-bs046.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs047.html b/doc/pub/week36/html/._week36-bs047.html index b663aed3f..d69356982 100644 --- a/doc/pub/week36/html/._week36-bs047.html +++ b/doc/pub/week36/html/._week36-bs047.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/._week36-bs048.html b/doc/pub/week36/html/._week36-bs048.html index 4ba50eacf..764516c89 100644 --- a/doc/pub/week36/html/._week36-bs048.html +++ b/doc/pub/week36/html/._week36-bs048.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/week36-bs.html b/doc/pub/week36/html/week36-bs.html index 9275d15a1..e1557c0ca 100644 --- a/doc/pub/week36/html/week36-bs.html +++ b/doc/pub/week36/html/week36-bs.html @@ -67,10 +67,10 @@ doconce format html week36.do.txt --html_style=bootstrap --pygments_html_style=d 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -212,7 +212,7 @@ MathJax.Hub.Config({
  • Expectation value and variance
  • Expectation value and variance for \( \boldsymbol{\beta} \)
  • Deriving OLS from a probability distribution
    • -
  • Independent and Identically Distrubuted (iid)
    • +
  • Independent and Identically Distributed (iid)
  • Maximum Likelihood Estimation (MLE)
  • A new Cost Function
  • More basic Statistics and Bayes' theorem
    • diff --git a/doc/pub/week36/html/week36-reveal.html b/doc/pub/week36/html/week36-reveal.html index a2177e3fd..1a806e011 100644 --- a/doc/pub/week36/html/week36-reveal.html +++ b/doc/pub/week36/html/week36-reveal.html @@ -1143,7 +1143,7 @@ $$
    -

    Independent and Identically Distrubuted (iid)

    +

    Independent and Identically Distributed (iid)

    We assume now that the various \( y_i \) values are stochastically distributed according to the above Gaussian distribution. We define this distribution as diff --git a/doc/pub/week36/html/week36-solarized.html b/doc/pub/week36/html/week36-solarized.html index c11f3ba3e..69b16a4d3 100644 --- a/doc/pub/week36/html/week36-solarized.html +++ b/doc/pub/week36/html/week36-solarized.html @@ -94,10 +94,10 @@ div.toc p,a { 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -1112,7 +1112,7 @@ $$









    -

    Independent and Identically Distrubuted (iid)

    +

    Independent and Identically Distributed (iid)

    We assume now that the various \( y_i \) values are stochastically distributed according to the above Gaussian distribution. We define this distribution as diff --git a/doc/pub/week36/html/week36.html b/doc/pub/week36/html/week36.html index 0b8a541b0..d5b40cacc 100644 --- a/doc/pub/week36/html/week36.html +++ b/doc/pub/week36/html/week36.html @@ -171,10 +171,10 @@ div.toc p,a { 2, None, 'deriving-ols-from-a-probability-distribution'), - ('Independent and Identically Distrubuted (iid)', + ('Independent and Identically Distributed (iid)', 2, None, - 'independent-and-identically-distrubuted-iid'), + 'independent-and-identically-distributed-iid'), ('Maximum Likelihood Estimation (MLE)', 2, None, @@ -1189,7 +1189,7 @@ $$









    -

    Independent and Identically Distrubuted (iid)

    +

    Independent and Identically Distributed (iid)

    We assume now that the various \( y_i \) values are stochastically distributed according to the above Gaussian distribution. We define this distribution as diff --git a/doc/pub/week36/ipynb/ipynb-week36-src.tar.gz b/doc/pub/week36/ipynb/ipynb-week36-src.tar.gz index 47e257118..1e75c1d22 100644 Binary files a/doc/pub/week36/ipynb/ipynb-week36-src.tar.gz and b/doc/pub/week36/ipynb/ipynb-week36-src.tar.gz differ diff --git a/doc/pub/week36/ipynb/week36.ipynb b/doc/pub/week36/ipynb/week36.ipynb index cf0f5ebbd..ce8118002 100644 --- a/doc/pub/week36/ipynb/week36.ipynb +++ b/doc/pub/week36/ipynb/week36.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "2427fbe5", + "id": "66ea8ed4", "metadata": { "editable": true }, @@ -14,7 +14,7 @@ }, { "cell_type": "markdown", - "id": "98caf851", + "id": "79ce282c", "metadata": { "editable": true }, @@ -27,7 +27,7 @@ }, { "cell_type": "markdown", - "id": "489a527a", + "id": "ed85c38c", "metadata": { "editable": true }, @@ -57,7 +57,7 @@ }, { "cell_type": "markdown", - "id": "fe23e7aa", + "id": "faf98f14", "metadata": { "editable": true }, @@ -67,7 +67,7 @@ }, { "cell_type": "markdown", - "id": "50c6fe19", + "id": "203d6afa", "metadata": { "editable": true }, @@ -124,7 +124,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "c7526e0f", + "id": "e3f345b9", "metadata": { "collapsed": false, "editable": true @@ -151,7 +151,7 @@ }, { "cell_type": "markdown", - "id": "bf3347b3", + "id": "d382904b", "metadata": { "editable": true }, @@ -165,7 +165,7 @@ }, { "cell_type": "markdown", - "id": "db92ee91", + "id": "9a2d4217", "metadata": { "editable": true }, @@ -177,7 +177,7 @@ }, { "cell_type": "markdown", - "id": "d4deb318", + "id": "1963de4b", "metadata": { "editable": true }, @@ -194,7 +194,7 @@ }, { "cell_type": "markdown", - "id": "566b33c0", + "id": "09a545ff", "metadata": { "editable": true }, @@ -206,7 +206,7 @@ }, { "cell_type": "markdown", - "id": "5852f18d", + "id": "6384894b", "metadata": { "editable": true }, @@ -216,7 +216,7 @@ }, { "cell_type": "markdown", - "id": "49ab6c0e", + "id": "b72ca042", "metadata": { "editable": true }, @@ -228,7 +228,7 @@ }, { "cell_type": "markdown", - "id": "5492504c", + "id": "b193f08c", "metadata": { "editable": true }, @@ -238,7 +238,7 @@ }, { "cell_type": "markdown", - "id": "b2c288e3", + "id": "d05df72f", "metadata": { "editable": true }, @@ -250,7 +250,7 @@ }, { "cell_type": "markdown", - "id": "363e9584", + "id": "708ab439", "metadata": { "editable": true }, @@ -261,7 +261,7 @@ }, { "cell_type": "markdown", - "id": "3517358f", + "id": "bfc8322f", "metadata": { "editable": true }, @@ -273,7 +273,7 @@ }, { "cell_type": "markdown", - "id": "63d61744", + "id": "ea8a6fa5", "metadata": { "editable": true }, @@ -283,7 +283,7 @@ }, { "cell_type": "markdown", - "id": "29de0897", + "id": "db3ef9e5", "metadata": { "editable": true }, @@ -295,7 +295,7 @@ }, { "cell_type": "markdown", - "id": "c0876b29", + "id": "0fcdc688", "metadata": { "editable": true }, @@ -305,7 +305,7 @@ }, { "cell_type": "markdown", - "id": "7cbe066d", + "id": "3e7f32ff", "metadata": { "editable": true }, @@ -317,7 +317,7 @@ }, { "cell_type": "markdown", - "id": "4f37257b", + "id": "5803cedf", "metadata": { "editable": true }, @@ -327,7 +327,7 @@ }, { "cell_type": "markdown", - "id": "5eebbb8b", + "id": "884ca2e2", "metadata": { "editable": true }, @@ -339,7 +339,7 @@ }, { "cell_type": "markdown", - "id": "9dbc778a", + "id": "633c4189", "metadata": { "editable": true }, @@ -349,7 +349,7 @@ }, { "cell_type": "markdown", - "id": "2d89c4a7", + "id": "1c60b743", "metadata": { "editable": true }, @@ -361,7 +361,7 @@ }, { "cell_type": "markdown", - "id": "3ba588dd", + "id": "cb3025b6", "metadata": { "editable": true }, @@ -371,7 +371,7 @@ }, { "cell_type": "markdown", - "id": "286802be", + "id": "01d272fc", "metadata": { "editable": true }, @@ -383,7 +383,7 @@ }, { "cell_type": "markdown", - "id": "240b1816", + "id": "794acece", "metadata": { "editable": true }, @@ -393,7 +393,7 @@ }, { "cell_type": "markdown", - "id": "c73a03f8", + "id": "997ab0ab", "metadata": { "editable": true }, @@ -405,7 +405,7 @@ }, { "cell_type": "markdown", - "id": "6f2042af", + "id": "952c8b2c", "metadata": { "editable": true }, @@ -415,7 +415,7 @@ }, { "cell_type": "markdown", - "id": "eb5219f8", + "id": "08835cf9", "metadata": { "editable": true }, @@ -427,7 +427,7 @@ }, { "cell_type": "markdown", - "id": "c1b5d1bb", + "id": "416bf355", "metadata": { "editable": true }, @@ -439,7 +439,7 @@ }, { "cell_type": "markdown", - "id": "cb5eee89", + "id": "c37bccef", "metadata": { "editable": true }, @@ -451,7 +451,7 @@ }, { "cell_type": "markdown", - "id": "01ac841e", + "id": "461d332f", "metadata": { "editable": true }, @@ -461,7 +461,7 @@ }, { "cell_type": "markdown", - "id": "f2ca04ba", + "id": "572cd133", "metadata": { "editable": true }, @@ -473,7 +473,7 @@ }, { "cell_type": "markdown", - "id": "3206d13e", + "id": "d73a2b5d", "metadata": { "editable": true }, @@ -486,7 +486,7 @@ }, { "cell_type": "markdown", - "id": "8d841878", + "id": "3da49213", "metadata": { "editable": true }, @@ -498,7 +498,7 @@ }, { "cell_type": "markdown", - "id": "d6e5892b", + "id": "6e099555", "metadata": { "editable": true }, @@ -512,7 +512,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "4efcc9b4", + "id": "fc066ea4", "metadata": { "collapsed": false, "editable": true @@ -611,7 +611,7 @@ }, { "cell_type": "markdown", - "id": "349da22e", + "id": "8b52bb8a", "metadata": { "editable": true }, @@ -632,7 +632,7 @@ }, { "cell_type": "markdown", - "id": "f58875f1", + "id": "68ac9f59", "metadata": { "editable": true }, @@ -644,7 +644,7 @@ }, { "cell_type": "markdown", - "id": "7ea5bc85", + "id": "b6d9edc5", "metadata": { "editable": true }, @@ -654,7 +654,7 @@ }, { "cell_type": "markdown", - "id": "49549abd", + "id": "95b2e91e", "metadata": { "editable": true }, @@ -666,7 +666,7 @@ }, { "cell_type": "markdown", - "id": "0a2a640d", + "id": "e156d9fe", "metadata": { "editable": true }, @@ -676,7 +676,7 @@ }, { "cell_type": "markdown", - "id": "7441cbf0", + "id": "85a5a3f6", "metadata": { "editable": true }, @@ -688,7 +688,7 @@ }, { "cell_type": "markdown", - "id": "ef8b974b", + "id": "229077e1", "metadata": { "editable": true }, @@ -706,7 +706,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "98f5eeba", + "id": "7ed86f8e", "metadata": { "collapsed": false, "editable": true @@ -782,7 +782,7 @@ }, { "cell_type": "markdown", - "id": "108346e7", + "id": "30c962cb", "metadata": { "editable": true }, @@ -796,7 +796,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "010aa01a", + "id": "a0ae3089", "metadata": { "collapsed": false, "editable": true @@ -885,7 +885,7 @@ }, { "cell_type": "markdown", - "id": "45b90ed4", + "id": "1c8ba407", "metadata": { "editable": true }, @@ -900,7 +900,7 @@ }, { "cell_type": "markdown", - "id": "f93bf710", + "id": "b2fd1861", "metadata": { "editable": true }, @@ -926,7 +926,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "15f44a9d", + "id": "fc3a2cef", "metadata": { "collapsed": false, "editable": true @@ -999,7 +999,7 @@ }, { "cell_type": "markdown", - "id": "d3c809ff", + "id": "ab2848a3", "metadata": { "editable": true }, @@ -1009,7 +1009,7 @@ }, { "cell_type": "markdown", - "id": "8fe64b0d", + "id": "1a39d66b", "metadata": { "editable": true }, @@ -1038,7 +1038,7 @@ }, { "cell_type": "markdown", - "id": "22c4f66e", + "id": "c80ed3da", "metadata": { "editable": true }, @@ -1054,7 +1054,7 @@ }, { "cell_type": "markdown", - "id": "749aa90c", + "id": "bd53a459", "metadata": { "editable": true }, @@ -1073,7 +1073,7 @@ }, { "cell_type": "markdown", - "id": "6f4cb0e9", + "id": "9d7404c8", "metadata": { "editable": true }, @@ -1087,7 +1087,7 @@ }, { "cell_type": "markdown", - "id": "8aebd785", + "id": "113ca56d", "metadata": { "editable": true }, @@ -1099,7 +1099,7 @@ }, { "cell_type": "markdown", - "id": "9e9f710a", + "id": "f8899915", "metadata": { "editable": true }, @@ -1110,7 +1110,7 @@ }, { "cell_type": "markdown", - "id": "305fed72", + "id": "ec411c8d", "metadata": { "editable": true }, @@ -1122,7 +1122,7 @@ }, { "cell_type": "markdown", - "id": "c029c8bf", + "id": "8158c2fd", "metadata": { "editable": true }, @@ -1134,7 +1134,7 @@ }, { "cell_type": "markdown", - "id": "8aecf329", + "id": "8040f293", "metadata": { "editable": true }, @@ -1150,7 +1150,7 @@ }, { "cell_type": "markdown", - "id": "657e0d0f", + "id": "bc6e1bab", "metadata": { "editable": true }, @@ -1161,7 +1161,7 @@ }, { "cell_type": "markdown", - "id": "6ac28cc9", + "id": "932e6746", "metadata": { "editable": true }, @@ -1184,7 +1184,7 @@ }, { "cell_type": "markdown", - "id": "a3d79cee", + "id": "ca2c3e6f", "metadata": { "editable": true }, @@ -1195,7 +1195,7 @@ }, { "cell_type": "markdown", - "id": "4e865d02", + "id": "bd423094", "metadata": { "editable": true }, @@ -1207,7 +1207,7 @@ }, { "cell_type": "markdown", - "id": "9434ba6d", + "id": "78741c91", "metadata": { "editable": true }, @@ -1219,7 +1219,7 @@ }, { "cell_type": "markdown", - "id": "a88b4a4c", + "id": "72a9fdce", "metadata": { "editable": true }, @@ -1233,7 +1233,7 @@ }, { "cell_type": "markdown", - "id": "e2cfde04", + "id": "02a6f171", "metadata": { "editable": true }, @@ -1264,7 +1264,7 @@ }, { "cell_type": "markdown", - "id": "88eb67f4", + "id": "d435171e", "metadata": { "editable": true }, @@ -1286,7 +1286,7 @@ }, { "cell_type": "markdown", - "id": "b5a60a9a", + "id": "8c6b6fcf", "metadata": { "editable": true }, @@ -1298,7 +1298,7 @@ }, { "cell_type": "markdown", - "id": "1e2a5799", + "id": "3c3fa21c", "metadata": { "editable": true }, @@ -1311,7 +1311,7 @@ }, { "cell_type": "markdown", - "id": "fd99809f", + "id": "ab5a68b3", "metadata": { "editable": true }, @@ -1323,7 +1323,7 @@ }, { "cell_type": "markdown", - "id": "b7485fb4", + "id": "cc57cd3e", "metadata": { "editable": true }, @@ -1335,7 +1335,7 @@ }, { "cell_type": "markdown", - "id": "d7f9934b", + "id": "c6790592", "metadata": { "editable": true }, @@ -1347,7 +1347,7 @@ }, { "cell_type": "markdown", - "id": "e37e504c", + "id": "4cedacf8", "metadata": { "editable": true }, @@ -1359,7 +1359,7 @@ }, { "cell_type": "markdown", - "id": "ce1198c3", + "id": "8db6c289", "metadata": { "editable": true }, @@ -1382,7 +1382,7 @@ }, { "cell_type": "markdown", - "id": "c0040ab4", + "id": "84ddde11", "metadata": { "editable": true }, @@ -1394,12 +1394,12 @@ }, { "cell_type": "markdown", - "id": "f5396928", + "id": "d50973f1", "metadata": { "editable": true }, "source": [ - "## Independent and Identically Distrubuted (iid)\n", + "## Independent and Identically Distributed (iid)\n", "\n", "We assume now that the various $y_i$ values are stochastically distributed according to the above Gaussian distribution. \n", "We define this distribution as" @@ -1407,7 +1407,7 @@ }, { "cell_type": "markdown", - "id": "165c96d7", + "id": "697b0e8d", "metadata": { "editable": true }, @@ -1419,7 +1419,7 @@ }, { "cell_type": "markdown", - "id": "7b1332ef", + "id": "8076ed56", "metadata": { "editable": true }, @@ -1431,7 +1431,7 @@ }, { "cell_type": "markdown", - "id": "428705ca", + "id": "a74b5da5", "metadata": { "editable": true }, @@ -1443,7 +1443,7 @@ }, { "cell_type": "markdown", - "id": "ca97fadd", + "id": "2b6cd0d8", "metadata": { "editable": true }, @@ -1454,7 +1454,7 @@ }, { "cell_type": "markdown", - "id": "4a34dd02", + "id": "2e757da3", "metadata": { "editable": true }, @@ -1466,7 +1466,7 @@ }, { "cell_type": "markdown", - "id": "0778d18c", + "id": "6d256b3f", "metadata": { "editable": true }, @@ -1477,7 +1477,7 @@ }, { "cell_type": "markdown", - "id": "7c8f2508", + "id": "417f2dfa", "metadata": { "editable": true }, @@ -1489,7 +1489,7 @@ }, { "cell_type": "markdown", - "id": "0dbac61e", + "id": "8c071fba", "metadata": { "editable": true }, @@ -1499,7 +1499,7 @@ }, { "cell_type": "markdown", - "id": "26db887c", + "id": "e3190436", "metadata": { "editable": true }, @@ -1530,7 +1530,7 @@ }, { "cell_type": "markdown", - "id": "a6456b1e", + "id": "90dafea3", "metadata": { "editable": true }, @@ -1542,7 +1542,7 @@ }, { "cell_type": "markdown", - "id": "9aa55cae", + "id": "77a99eca", "metadata": { "editable": true }, @@ -1554,7 +1554,7 @@ }, { "cell_type": "markdown", - "id": "2ac9a459", + "id": "fd43947c", "metadata": { "editable": true }, @@ -1564,7 +1564,7 @@ }, { "cell_type": "markdown", - "id": "89dbbb89", + "id": "94454b77", "metadata": { "editable": true }, @@ -1576,7 +1576,7 @@ }, { "cell_type": "markdown", - "id": "77d83964", + "id": "25f0b40e", "metadata": { "editable": true }, @@ -1586,7 +1586,7 @@ }, { "cell_type": "markdown", - "id": "961670f2", + "id": "31a7da5a", "metadata": { "editable": true }, @@ -1598,7 +1598,7 @@ }, { "cell_type": "markdown", - "id": "9ce29e8e", + "id": "340ab07c", "metadata": { "editable": true }, @@ -1608,7 +1608,7 @@ }, { "cell_type": "markdown", - "id": "dea874d3", + "id": "6f9b8d49", "metadata": { "editable": true }, @@ -1620,7 +1620,7 @@ }, { "cell_type": "markdown", - "id": "11f12ae2", + "id": "2ba639bc", "metadata": { "editable": true }, @@ -1630,7 +1630,7 @@ }, { "cell_type": "markdown", - "id": "7d02ee2c", + "id": "1ac764de", "metadata": { "editable": true }, @@ -1650,7 +1650,7 @@ }, { "cell_type": "markdown", - "id": "0844f8b3", + "id": "ee7eb0ec", "metadata": { "editable": true }, @@ -1662,7 +1662,7 @@ }, { "cell_type": "markdown", - "id": "3cc273e0", + "id": "a7c1c442", "metadata": { "editable": true }, @@ -1672,7 +1672,7 @@ }, { "cell_type": "markdown", - "id": "789416f7", + "id": "902c9e42", "metadata": { "editable": true }, @@ -1684,7 +1684,7 @@ }, { "cell_type": "markdown", - "id": "a70b17db", + "id": "01385522", "metadata": { "editable": true }, @@ -1696,7 +1696,7 @@ }, { "cell_type": "markdown", - "id": "1ad13d1d", + "id": "9a3157bc", "metadata": { "editable": true }, @@ -1708,7 +1708,7 @@ }, { "cell_type": "markdown", - "id": "038df02c", + "id": "8bef4a71", "metadata": { "editable": true }, @@ -1720,7 +1720,7 @@ }, { "cell_type": "markdown", - "id": "44a38429", + "id": "3e6fb4d8", "metadata": { "editable": true }, @@ -1732,7 +1732,7 @@ }, { "cell_type": "markdown", - "id": "4e66d0e9", + "id": "72979501", "metadata": { "editable": true }, @@ -1744,7 +1744,7 @@ }, { "cell_type": "markdown", - "id": "b973f786", + "id": "1e9dfa57", "metadata": { "editable": true }, @@ -1756,7 +1756,7 @@ }, { "cell_type": "markdown", - "id": "d0104b8f", + "id": "911e3e33", "metadata": { "editable": true }, @@ -1768,7 +1768,7 @@ }, { "cell_type": "markdown", - "id": "432886c0", + "id": "638834de", "metadata": { "editable": true }, @@ -1778,7 +1778,7 @@ }, { "cell_type": "markdown", - "id": "88d833a3", + "id": "bb77868f", "metadata": { "editable": true }, @@ -1790,7 +1790,7 @@ }, { "cell_type": "markdown", - "id": "da4dc7f0", + "id": "0a7a9efd", "metadata": { "editable": true }, @@ -1800,7 +1800,7 @@ }, { "cell_type": "markdown", - "id": "06e172b5", + "id": "d7c9013f", "metadata": { "editable": true }, @@ -1819,7 +1819,7 @@ }, { "cell_type": "markdown", - "id": "c29af52f", + "id": "58f244e9", "metadata": { "editable": true }, @@ -1840,7 +1840,7 @@ }, { "cell_type": "markdown", - "id": "273f6c62", + "id": "174309f3", "metadata": { "editable": true }, @@ -1852,7 +1852,7 @@ }, { "cell_type": "markdown", - "id": "93f1e6ff", + "id": "e31dfe4b", "metadata": { "editable": true }, @@ -1863,7 +1863,7 @@ }, { "cell_type": "markdown", - "id": "75c14c12", + "id": "cb4db137", "metadata": { "editable": true }, @@ -1876,7 +1876,7 @@ }, { "cell_type": "markdown", - "id": "59bbea89", + "id": "8b391eda", "metadata": { "editable": true }, @@ -1888,7 +1888,7 @@ }, { "cell_type": "markdown", - "id": "267dd9ce", + "id": "99f66158", "metadata": { "editable": true }, @@ -1898,7 +1898,7 @@ }, { "cell_type": "markdown", - "id": "d65283b4", + "id": "f8ae73a6", "metadata": { "editable": true }, @@ -1910,7 +1910,7 @@ }, { "cell_type": "markdown", - "id": "3582eb89", + "id": "c3e378e4", "metadata": { "editable": true }, @@ -1920,7 +1920,7 @@ }, { "cell_type": "markdown", - "id": "4fa697fb", + "id": "2f684426", "metadata": { "editable": true }, @@ -1932,7 +1932,7 @@ }, { "cell_type": "markdown", - "id": "12963f29", + "id": "983982c0", "metadata": { "editable": true }, @@ -1942,7 +1942,7 @@ }, { "cell_type": "markdown", - "id": "92a6bd82", + "id": "88ef6911", "metadata": { "editable": true }, @@ -1956,7 +1956,7 @@ }, { "cell_type": "markdown", - "id": "63c098bd", + "id": "ba0657c3", "metadata": { "editable": true }, @@ -1968,7 +1968,7 @@ }, { "cell_type": "markdown", - "id": "edcc26ce", + "id": "f8aa4829", "metadata": { "editable": true }, @@ -1978,7 +1978,7 @@ }, { "cell_type": "markdown", - "id": "cb5f070d", + "id": "52adbfd2", "metadata": { "editable": true }, @@ -1990,7 +1990,7 @@ }, { "cell_type": "markdown", - "id": "844ba3f9", + "id": "2178fe65", "metadata": { "editable": true }, @@ -2000,7 +2000,7 @@ }, { "cell_type": "markdown", - "id": "9fad4274", + "id": "97ce5044", "metadata": { "editable": true }, @@ -2012,7 +2012,7 @@ }, { "cell_type": "markdown", - "id": "9018e1a0", + "id": "afae14bb", "metadata": { "editable": true }, @@ -2022,7 +2022,7 @@ }, { "cell_type": "markdown", - "id": "02dfcf85", + "id": "3a3fea10", "metadata": { "editable": true }, @@ -2034,7 +2034,7 @@ }, { "cell_type": "markdown", - "id": "95092d0c", + "id": "aedd41ba", "metadata": { "editable": true }, @@ -2044,7 +2044,7 @@ }, { "cell_type": "markdown", - "id": "d7609ad8", + "id": "fe2f2354", "metadata": { "editable": true }, @@ -2060,7 +2060,7 @@ }, { "cell_type": "markdown", - "id": "ad53bab9", + "id": "ce5820c0", "metadata": { "editable": true }, @@ -2072,7 +2072,7 @@ }, { "cell_type": "markdown", - "id": "30b88e81", + "id": "186e4fbd", "metadata": { "editable": true }, @@ -2082,7 +2082,7 @@ }, { "cell_type": "markdown", - "id": "45ffa9a4", + "id": "4e3b13c4", "metadata": { "editable": true }, @@ -2094,7 +2094,7 @@ }, { "cell_type": "markdown", - "id": "48a516f6", + "id": "501fe4bf", "metadata": { "editable": true }, @@ -2107,7 +2107,7 @@ }, { "cell_type": "markdown", - "id": "c717ae20", + "id": "37e09a0d", "metadata": { "editable": true }, @@ -2119,7 +2119,7 @@ }, { "cell_type": "markdown", - "id": "7046f1b0", + "id": "e2d62663", "metadata": { "editable": true }, @@ -2129,7 +2129,7 @@ }, { "cell_type": "markdown", - "id": "918b61ce", + "id": "795eb5be", "metadata": { "editable": true }, @@ -2141,7 +2141,7 @@ }, { "cell_type": "markdown", - "id": "1843dccd", + "id": "be730c19", "metadata": { "editable": true }, @@ -2151,7 +2151,7 @@ }, { "cell_type": "markdown", - "id": "8405f695", + "id": "755ba46f", "metadata": { "editable": true }, @@ -2163,7 +2163,7 @@ }, { "cell_type": "markdown", - "id": "bf3a5d8a", + "id": "99493766", "metadata": { "editable": true }, @@ -2175,7 +2175,7 @@ }, { "cell_type": "markdown", - "id": "d0eecdc8", + "id": "cc738267", "metadata": { "editable": true }, @@ -2185,7 +2185,7 @@ }, { "cell_type": "markdown", - "id": "684d10b4", + "id": "fd28fe2f", "metadata": { "editable": true }, @@ -2197,7 +2197,7 @@ }, { "cell_type": "markdown", - "id": "b2674f3d", + "id": "c4af71ac", "metadata": { "editable": true }, @@ -2209,7 +2209,7 @@ }, { "cell_type": "markdown", - "id": "62e9a6ff", + "id": "3ccfd13a", "metadata": { "editable": true }, @@ -2221,7 +2221,7 @@ }, { "cell_type": "markdown", - "id": "85d5de45", + "id": "d3cb4dac", "metadata": { "editable": true }, @@ -2231,7 +2231,7 @@ }, { "cell_type": "markdown", - "id": "79fde737", + "id": "6468d431", "metadata": { "editable": true }, @@ -2243,7 +2243,7 @@ }, { "cell_type": "markdown", - "id": "d120a79b", + "id": "4f08cda3", "metadata": { "editable": true }, @@ -2253,7 +2253,7 @@ }, { "cell_type": "markdown", - "id": "055e327d", + "id": "ab2ab549", "metadata": { "editable": true }, @@ -2265,7 +2265,7 @@ }, { "cell_type": "markdown", - "id": "059c6cf7", + "id": "e8b1b1af", "metadata": { "editable": true }, @@ -2277,7 +2277,7 @@ }, { "cell_type": "markdown", - "id": "aaaccb03", + "id": "7b21a8cd", "metadata": { "editable": true }, @@ -2289,7 +2289,7 @@ }, { "cell_type": "markdown", - "id": "02eb3d8e", + "id": "bed0cd60", "metadata": { "editable": true }, @@ -2299,7 +2299,7 @@ }, { "cell_type": "markdown", - "id": "8025147d", + "id": "15e05a44", "metadata": { "editable": true }, @@ -2311,7 +2311,7 @@ }, { "cell_type": "markdown", - "id": "a810e1a3", + "id": "35b02cee", "metadata": { "editable": true }, @@ -2321,7 +2321,7 @@ }, { "cell_type": "markdown", - "id": "0bfbf8f3", + "id": "3b44d036", "metadata": { "editable": true }, @@ -2338,7 +2338,7 @@ }, { "cell_type": "markdown", - "id": "b8d2d4a4", + "id": "fb0a23d3", "metadata": { "editable": true }, @@ -2348,7 +2348,7 @@ }, { "cell_type": "markdown", - "id": "99319338", + "id": "11b857c6", "metadata": { "editable": true }, @@ -2360,7 +2360,7 @@ }, { "cell_type": "markdown", - "id": "42642448", + "id": "32df1603", "metadata": { "editable": true }, @@ -2370,7 +2370,7 @@ }, { "cell_type": "markdown", - "id": "9fdf29de", + "id": "1589aacd", "metadata": { "editable": true }, @@ -2382,7 +2382,7 @@ }, { "cell_type": "markdown", - "id": "6f12497a", + "id": "e9b878c6", "metadata": { "editable": true }, @@ -2396,7 +2396,7 @@ }, { "cell_type": "markdown", - "id": "1db50eab", + "id": "bf01dcea", "metadata": { "editable": true }, @@ -2408,7 +2408,7 @@ }, { "cell_type": "markdown", - "id": "8e51c05c", + "id": "8d12b2e4", "metadata": { "editable": true }, @@ -2430,7 +2430,7 @@ }, { "cell_type": "markdown", - "id": "e7240ebc", + "id": "1a6ecf55", "metadata": { "editable": true }, @@ -2442,7 +2442,7 @@ }, { "cell_type": "markdown", - "id": "ed1e5fbd", + "id": "707eceb6", "metadata": { "editable": true }, @@ -2457,7 +2457,7 @@ }, { "cell_type": "markdown", - "id": "b804676c", + "id": "096cd515", "metadata": { "editable": true }, @@ -2469,7 +2469,7 @@ }, { "cell_type": "markdown", - "id": "1b5814dd", + "id": "f518ce45", "metadata": { "editable": true }, @@ -2481,7 +2481,7 @@ }, { "cell_type": "markdown", - "id": "bab4b458", + "id": "3aee5ef2", "metadata": { "editable": true }, @@ -2491,7 +2491,7 @@ }, { "cell_type": "markdown", - "id": "e85db1e6", + "id": "f57a6398", "metadata": { "editable": true }, @@ -2503,7 +2503,7 @@ }, { "cell_type": "markdown", - "id": "93e8a0f4", + "id": "47fbfc39", "metadata": { "editable": true }, @@ -2513,7 +2513,7 @@ }, { "cell_type": "markdown", - "id": "d970a688", + "id": "ab044c32", "metadata": { "editable": true }, @@ -2525,7 +2525,7 @@ }, { "cell_type": "markdown", - "id": "793e79ff", + "id": "887c7081", "metadata": { "editable": true }, @@ -2535,7 +2535,7 @@ }, { "cell_type": "markdown", - "id": "02550e18", + "id": "aef54d23", "metadata": { "editable": true }, @@ -2547,7 +2547,7 @@ }, { "cell_type": "markdown", - "id": "ff5502ce", + "id": "58545dde", "metadata": { "editable": true }, @@ -2564,7 +2564,7 @@ }, { "cell_type": "markdown", - "id": "a78fd379", + "id": "a51460b7", "metadata": { "editable": true }, @@ -2578,7 +2578,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "ac581867", + "id": "b9e2d8bf", "metadata": { "collapsed": false, "editable": true @@ -2592,7 +2592,7 @@ }, { "cell_type": "markdown", - "id": "383c0552", + "id": "491c3981", "metadata": { "editable": true }, @@ -2603,7 +2603,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "8d3a2ed3", + "id": "33f26b11", "metadata": { "collapsed": false, "editable": true @@ -2643,7 +2643,7 @@ }, { "cell_type": "markdown", - "id": "a0fa4412", + "id": "b95201dc", "metadata": { "editable": true }, @@ -2663,7 +2663,7 @@ }, { "cell_type": "markdown", - "id": "eb862d9d", + "id": "d1b91d55", "metadata": { "editable": true }, @@ -2675,7 +2675,7 @@ }, { "cell_type": "markdown", - "id": "a6b79ad0", + "id": "783cf37c", "metadata": { "editable": true }, @@ -2686,7 +2686,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "67a779fc", + "id": "15f3c4fd", "metadata": { "collapsed": false, "editable": true @@ -2720,7 +2720,7 @@ }, { "cell_type": "markdown", - "id": "a3b67139", + "id": "cf791d68", "metadata": { "editable": true }, @@ -2730,7 +2730,7 @@ }, { "cell_type": "markdown", - "id": "8d74bc66", + "id": "e0d6867b", "metadata": { "editable": true }, @@ -2743,7 +2743,7 @@ }, { "cell_type": "markdown", - "id": "5aa66840", + "id": "1a7560d5", "metadata": { "editable": true }, @@ -2755,7 +2755,7 @@ }, { "cell_type": "markdown", - "id": "be27a5ea", + "id": "8a41ec2e", "metadata": { "editable": true }, @@ -2765,7 +2765,7 @@ }, { "cell_type": "markdown", - "id": "17fff66a", + "id": "cd9c1584", "metadata": { "editable": true }, @@ -2778,7 +2778,7 @@ }, { "cell_type": "markdown", - "id": "f8b81ca5", + "id": "a1809fd3", "metadata": { "editable": true }, @@ -2788,7 +2788,7 @@ }, { "cell_type": "markdown", - "id": "fea675a4", + "id": "37d1dd03", "metadata": { "editable": true }, @@ -2800,7 +2800,7 @@ }, { "cell_type": "markdown", - "id": "758f53f7", + "id": "2e8f56dc", "metadata": { "editable": true }, @@ -2815,7 +2815,7 @@ }, { "cell_type": "markdown", - "id": "f4a0313e", + "id": "d709e7cc", "metadata": { "editable": true }, @@ -2828,7 +2828,7 @@ }, { "cell_type": "markdown", - "id": "5eb0fca3", + "id": "75ddcb47", "metadata": { "editable": true }, @@ -2842,7 +2842,7 @@ }, { "cell_type": "markdown", - "id": "567be2ad", + "id": "15546e46", "metadata": { "editable": true }, @@ -2854,7 +2854,7 @@ }, { "cell_type": "markdown", - "id": "6a7f2d09", + "id": "981f9eaf", "metadata": { "editable": true }, @@ -2864,7 +2864,7 @@ }, { "cell_type": "markdown", - "id": "b109b2fe", + "id": "cd380e8c", "metadata": { "editable": true }, @@ -2877,7 +2877,7 @@ }, { "cell_type": "markdown", - "id": "dd15b47a", + "id": "3675c6af", "metadata": { "editable": true }, @@ -2889,7 +2889,7 @@ }, { "cell_type": "markdown", - "id": "21aa6a77", + "id": "2e6a4788", "metadata": { "editable": true }, @@ -2901,7 +2901,7 @@ }, { "cell_type": "markdown", - "id": "08b6fa6e", + "id": "25da0588", "metadata": { "editable": true }, @@ -2913,7 +2913,7 @@ }, { "cell_type": "markdown", - "id": "8e1a7338", + "id": "e7cc0e8b", "metadata": { "editable": true }, @@ -2925,7 +2925,7 @@ }, { "cell_type": "markdown", - "id": "51c801f4", + "id": "5a9f8c59", "metadata": { "editable": true }, @@ -2939,7 +2939,7 @@ }, { "cell_type": "markdown", - "id": "e94368b1", + "id": "4ba67adb", "metadata": { "editable": true }, @@ -2951,7 +2951,7 @@ }, { "cell_type": "markdown", - "id": "e5c67c8d", + "id": "3f707310", "metadata": { "editable": true }, @@ -2961,7 +2961,7 @@ }, { "cell_type": "markdown", - "id": "1c1185f6", + "id": "aa1900c6", "metadata": { "editable": true }, @@ -2973,7 +2973,7 @@ }, { "cell_type": "markdown", - "id": "bf2d4a04", + "id": "81277a42", "metadata": { "editable": true }, @@ -2983,7 +2983,7 @@ }, { "cell_type": "markdown", - "id": "f1354175", + "id": "f0a31465", "metadata": { "editable": true }, @@ -2995,7 +2995,7 @@ }, { "cell_type": "markdown", - "id": "6f027717", + "id": "15a2f869", "metadata": { "editable": true }, @@ -3007,7 +3007,7 @@ }, { "cell_type": "markdown", - "id": "29efb647", + "id": "56070d0e", "metadata": { "editable": true }, @@ -3017,7 +3017,7 @@ }, { "cell_type": "markdown", - "id": "ed202c2b", + "id": "1bbfe263", "metadata": { "editable": true }, @@ -3028,7 +3028,7 @@ }, { "cell_type": "markdown", - "id": "2561836d", + "id": "2f4f4e30", "metadata": { "editable": true }, @@ -3040,7 +3040,7 @@ }, { "cell_type": "markdown", - "id": "7aa6670c", + "id": "4e995e92", "metadata": { "editable": true }, @@ -3056,7 +3056,7 @@ }, { "cell_type": "markdown", - "id": "f1bc0083", + "id": "9935ba38", "metadata": { "editable": true }, @@ -3069,7 +3069,7 @@ }, { "cell_type": "markdown", - "id": "85da4f79", + "id": "66971309", "metadata": { "editable": true }, @@ -3081,7 +3081,7 @@ }, { "cell_type": "markdown", - "id": "7097fac3", + "id": "083cb933", "metadata": { "editable": true }, @@ -3091,7 +3091,7 @@ }, { "cell_type": "markdown", - "id": "35de2578", + "id": "2393f70a", "metadata": { "editable": true }, @@ -3103,7 +3103,7 @@ }, { "cell_type": "markdown", - "id": "e51434c1", + "id": "2839df85", "metadata": { "editable": true }, @@ -3113,7 +3113,7 @@ }, { "cell_type": "markdown", - "id": "d6dd68b5", + "id": "725d6507", "metadata": { "editable": true }, @@ -3125,7 +3125,7 @@ }, { "cell_type": "markdown", - "id": "f346a56b", + "id": "3be3ed05", "metadata": { "editable": true }, @@ -3137,7 +3137,7 @@ }, { "cell_type": "markdown", - "id": "ae6fb415", + "id": "42ba7d59", "metadata": { "editable": true }, @@ -3153,7 +3153,7 @@ }, { "cell_type": "markdown", - "id": "54bfe1a6", + "id": "a99bda20", "metadata": { "editable": true }, @@ -3165,7 +3165,7 @@ }, { "cell_type": "markdown", - "id": "1b3d3203", + "id": "efa137df", "metadata": { "editable": true }, @@ -3177,7 +3177,7 @@ }, { "cell_type": "markdown", - "id": "2211fe34", + "id": "db30277c", "metadata": { "editable": true }, @@ -3187,7 +3187,7 @@ }, { "cell_type": "markdown", - "id": "29d9eae1", + "id": "f0bff457", "metadata": { "editable": true }, @@ -3199,7 +3199,7 @@ }, { "cell_type": "markdown", - "id": "aa5156e3", + "id": "a85d40db", "metadata": { "editable": true }, @@ -3209,7 +3209,7 @@ }, { "cell_type": "markdown", - "id": "0381f090", + "id": "24c0cd1c", "metadata": { "editable": true }, @@ -3221,7 +3221,7 @@ }, { "cell_type": "markdown", - "id": "96232099", + "id": "1ff9f63d", "metadata": { "editable": true }, @@ -3238,7 +3238,7 @@ }, { "cell_type": "markdown", - "id": "dbe010cd", + "id": "00573cf2", "metadata": { "editable": true }, @@ -3250,7 +3250,7 @@ }, { "cell_type": "markdown", - "id": "39b88d60", + "id": "c9fcb445", "metadata": { "editable": true }, @@ -3262,7 +3262,7 @@ }, { "cell_type": "markdown", - "id": "1ffab85f", + "id": "b9ade8d2", "metadata": { "editable": true }, @@ -3272,7 +3272,7 @@ }, { "cell_type": "markdown", - "id": "30458042", + "id": "28ab82f3", "metadata": { "editable": true }, @@ -3284,7 +3284,7 @@ }, { "cell_type": "markdown", - "id": "03640a32", + "id": "207f6e1a", "metadata": { "editable": true }, @@ -3294,7 +3294,7 @@ }, { "cell_type": "markdown", - "id": "11a4b7a0", + "id": "02584f63", "metadata": { "editable": true }, @@ -3306,7 +3306,7 @@ }, { "cell_type": "markdown", - "id": "6096b821", + "id": "d493cd1f", "metadata": { "editable": true }, @@ -3316,7 +3316,7 @@ }, { "cell_type": "markdown", - "id": "2ccbe9bd", + "id": "d9e8a09b", "metadata": { "editable": true }, @@ -3328,7 +3328,7 @@ }, { "cell_type": "markdown", - "id": "66516058", + "id": "d0a02f65", "metadata": { "editable": true }, @@ -3338,7 +3338,7 @@ }, { "cell_type": "markdown", - "id": "37724535", + "id": "2045b02f", "metadata": { "editable": true }, @@ -3353,7 +3353,7 @@ }, { "cell_type": "markdown", - "id": "444efcf1", + "id": "0adb3c9d", "metadata": { "editable": true }, @@ -3365,7 +3365,7 @@ }, { "cell_type": "markdown", - "id": "3a947e38", + "id": "ca893163", "metadata": { "editable": true }, @@ -3375,7 +3375,7 @@ }, { "cell_type": "markdown", - "id": "4c3a89bf", + "id": "873ca498", "metadata": { "editable": true }, @@ -3387,7 +3387,7 @@ }, { "cell_type": "markdown", - "id": "44f15d3b", + "id": "f73c2649", "metadata": { "editable": true }, @@ -3399,7 +3399,7 @@ }, { "cell_type": "markdown", - "id": "6c312b98", + "id": "08489c8d", "metadata": { "editable": true }, @@ -3411,7 +3411,7 @@ }, { "cell_type": "markdown", - "id": "931f3cf5", + "id": "11e25a08", "metadata": { "editable": true }, @@ -3421,7 +3421,7 @@ }, { "cell_type": "markdown", - "id": "e9dfe4c6", + "id": "2eac8387", "metadata": { "editable": true }, @@ -3433,7 +3433,7 @@ }, { "cell_type": "markdown", - "id": "d0147389", + "id": "3b52a609", "metadata": { "editable": true }, @@ -3445,7 +3445,7 @@ }, { "cell_type": "markdown", - "id": "4bcbbfa5", + "id": "68745c24", "metadata": { "editable": true }, @@ -3457,7 +3457,7 @@ }, { "cell_type": "markdown", - "id": "a6a03d05", + "id": "c77b8b18", "metadata": { "editable": true }, @@ -3467,7 +3467,7 @@ }, { "cell_type": "markdown", - "id": "2695711b", + "id": "f6454cc4", "metadata": { "editable": true }, @@ -3479,7 +3479,7 @@ }, { "cell_type": "markdown", - "id": "81b71039", + "id": "7874a26a", "metadata": { "editable": true }, @@ -3489,7 +3489,7 @@ }, { "cell_type": "markdown", - "id": "7670fd78", + "id": "539a5968", "metadata": { "editable": true }, @@ -3503,7 +3503,7 @@ }, { "cell_type": "markdown", - "id": "262c9a50", + "id": "b0cd5e30", "metadata": { "editable": true }, @@ -3513,7 +3513,7 @@ }, { "cell_type": "markdown", - "id": "fefbfa72", + "id": "da1f1c65", "metadata": { "editable": true }, @@ -3525,7 +3525,7 @@ }, { "cell_type": "markdown", - "id": "9c11ac68", + "id": "c30c1157", "metadata": { "editable": true }, @@ -3537,7 +3537,7 @@ }, { "cell_type": "markdown", - "id": "d79bd1c3", + "id": "1fc75552", "metadata": { "editable": true }, @@ -3547,7 +3547,7 @@ }, { "cell_type": "markdown", - "id": "ed558c0f", + "id": "a955127d", "metadata": { "editable": true }, @@ -3559,7 +3559,7 @@ }, { "cell_type": "markdown", - "id": "79c97ffb", + "id": "2c25c0fd", "metadata": { "editable": true }, @@ -3569,7 +3569,7 @@ }, { "cell_type": "markdown", - "id": "bab9048c", + "id": "82979bed", "metadata": { "editable": true }, @@ -3581,7 +3581,7 @@ }, { "cell_type": "markdown", - "id": "2ee03d6b", + "id": "ea2f8d9e", "metadata": { "editable": true }, @@ -3593,7 +3593,7 @@ }, { "cell_type": "markdown", - "id": "8c3a847a", + "id": "198468c6", "metadata": { "editable": true }, @@ -3603,7 +3603,7 @@ }, { "cell_type": "markdown", - "id": "7123eede", + "id": "c54be5ed", "metadata": { "editable": true }, @@ -3615,7 +3615,7 @@ }, { "cell_type": "markdown", - "id": "885738f3", + "id": "6413ac61", "metadata": { "editable": true }, @@ -3625,7 +3625,7 @@ }, { "cell_type": "markdown", - "id": "4f1a8776", + "id": "3fc6d520", "metadata": { "editable": true }, @@ -3637,7 +3637,7 @@ }, { "cell_type": "markdown", - "id": "307ade24", + "id": "97702dcd", "metadata": { "editable": true }, @@ -3649,7 +3649,7 @@ }, { "cell_type": "markdown", - "id": "ebcbe3c0", + "id": "44edbaef", "metadata": { "editable": true }, @@ -3659,7 +3659,7 @@ }, { "cell_type": "markdown", - "id": "b0d2bd78", + "id": "22d02c34", "metadata": { "editable": true }, @@ -3671,7 +3671,7 @@ }, { "cell_type": "markdown", - "id": "eec95a93", + "id": "12cf8dc6", "metadata": { "editable": true }, @@ -3684,7 +3684,7 @@ }, { "cell_type": "markdown", - "id": "b0d9ff7c", + "id": "941de09b", "metadata": { "editable": true }, @@ -3696,7 +3696,7 @@ }, { "cell_type": "markdown", - "id": "6d70f63d", + "id": "715d1ede", "metadata": { "editable": true }, @@ -3708,7 +3708,7 @@ }, { "cell_type": "markdown", - "id": "9c099416", + "id": "a0dd924b", "metadata": { "editable": true }, @@ -3720,7 +3720,7 @@ }, { "cell_type": "markdown", - "id": "7521a8be", + "id": "dd40cb2f", "metadata": { "editable": true }, @@ -3730,7 +3730,7 @@ }, { "cell_type": "markdown", - "id": "d0a1de50", + "id": "f257ab54", "metadata": { "editable": true }, @@ -3742,7 +3742,7 @@ }, { "cell_type": "markdown", - "id": "e0f3fa02", + "id": "ceb84ba5", "metadata": { "editable": true }, @@ -3752,7 +3752,7 @@ }, { "cell_type": "markdown", - "id": "efe20da0", + "id": "d96cf277", "metadata": { "editable": true }, @@ -3764,7 +3764,7 @@ }, { "cell_type": "markdown", - "id": "c2bdc777", + "id": "27b2d9c9", "metadata": { "editable": true }, @@ -3774,7 +3774,7 @@ }, { "cell_type": "markdown", - "id": "97b7c098", + "id": "d53c88da", "metadata": { "editable": true }, @@ -3786,7 +3786,7 @@ }, { "cell_type": "markdown", - "id": "eea29ea0", + "id": "70a82067", "metadata": { "editable": true }, @@ -3796,7 +3796,7 @@ }, { "cell_type": "markdown", - "id": "70bb1039", + "id": "cda36acb", "metadata": { "editable": true }, @@ -3809,7 +3809,7 @@ }, { "cell_type": "markdown", - "id": "8be73409", + "id": "b2faac1c", "metadata": { "editable": true }, @@ -3821,7 +3821,7 @@ }, { "cell_type": "markdown", - "id": "98eea821", + "id": "53192e1f", "metadata": { "editable": true }, @@ -3833,7 +3833,7 @@ }, { "cell_type": "markdown", - "id": "1d33bc11", + "id": "67e7c28a", "metadata": { "editable": true }, @@ -3843,7 +3843,7 @@ }, { "cell_type": "markdown", - "id": "29ae3d27", + "id": "fd95e257", "metadata": { "editable": true }, @@ -3855,7 +3855,7 @@ }, { "cell_type": "markdown", - "id": "fb4d05dd", + "id": "29547ea5", "metadata": { "editable": true }, @@ -3872,7 +3872,7 @@ }, { "cell_type": "markdown", - "id": "fac04ae6", + "id": "bad8636d", "metadata": { "editable": true }, @@ -3884,7 +3884,7 @@ }, { "cell_type": "markdown", - "id": "ed0f6135", + "id": "35d9a208", "metadata": { "editable": true }, @@ -3896,7 +3896,7 @@ }, { "cell_type": "markdown", - "id": "493b2647", + "id": "b8251035", "metadata": { "editable": true }, @@ -3906,7 +3906,7 @@ }, { "cell_type": "markdown", - "id": "358ed94a", + "id": "af16cca9", "metadata": { "editable": true }, @@ -3918,7 +3918,7 @@ }, { "cell_type": "markdown", - "id": "bd92e652", + "id": "96723ed8", "metadata": { "editable": true }, @@ -3928,7 +3928,7 @@ }, { "cell_type": "markdown", - "id": "6644a693", + "id": "9a3b9a51", "metadata": { "editable": true }, @@ -3940,7 +3940,7 @@ }, { "cell_type": "markdown", - "id": "fd4b1ea8", + "id": "e21b3e4d", "metadata": { "editable": true }, @@ -3950,7 +3950,7 @@ }, { "cell_type": "markdown", - "id": "534d6058", + "id": "b646e896", "metadata": { "editable": true }, @@ -3962,7 +3962,7 @@ }, { "cell_type": "markdown", - "id": "8a956657", + "id": "12c82826", "metadata": { "editable": true }, @@ -3972,7 +3972,7 @@ }, { "cell_type": "markdown", - "id": "2d10f3e8", + "id": "98d8fd18", "metadata": { "editable": true }, @@ -3987,7 +3987,7 @@ { "cell_type": "code", "execution_count": 9, - "id": "b9e5e23d", + "id": "2d797bc4", "metadata": { "collapsed": false, "editable": true @@ -4047,7 +4047,7 @@ }, { "cell_type": "markdown", - "id": "3d0033b2", + "id": "9c8dcf60", "metadata": { "editable": true }, @@ -4057,7 +4057,7 @@ }, { "cell_type": "markdown", - "id": "69c3f4fb", + "id": "9929cadc", "metadata": { "editable": true }, @@ -4068,7 +4068,7 @@ { "cell_type": "code", "execution_count": 10, - "id": "ea2952f8", + "id": "2154c3ea", "metadata": { "collapsed": false, "editable": true @@ -4135,7 +4135,7 @@ }, { "cell_type": "markdown", - "id": "d310ce5c", + "id": "24a50aa3", "metadata": { "editable": true }, @@ -4146,7 +4146,7 @@ { "cell_type": "code", "execution_count": 11, - "id": "741ccab0", + "id": "5436f7d3", "metadata": { "collapsed": false, "editable": true diff --git a/doc/src/week36/week36.do.txt b/doc/src/week36/week36.do.txt index f61ac16d6..41ad882ca 100644 --- a/doc/src/week36/week36.do.txt +++ b/doc/src/week36/week36.do.txt @@ -801,7 +801,7 @@ y_i\sim \mathcal{N}(\bm{X}_{i,*}\bm{\beta}, \sigma^2)=\frac{1}{\sqrt{2\pi\sigma^ !et !split -===== Independent and Identically Distrubuted (iid) ===== +===== Independent and Identically Distributed (iid) ===== We assume now that the various $y_i$ values are stochastically distributed according to the above Gaussian distribution. We define this distribution as