typo

doc/pub/week36/html/week36-reveal.html

@@ -649,7 +649,7 @@ which leads to
 $$
 \hat{\boldsymbol{\beta}}_i^{\mathrm{Lasso}} = \left\{\begin{array}{ccc}y_i-\frac{\lambda}{2} &\mathrm{if} & y_i> \frac{\lambda}{2}\\
                                                           y_i+\frac{\lambda}{2} &\mathrm{if} & y_i < -\frac{\lambda}{2}\\
-							  0 &\mathrm{if} & \verty_i\vert\le  \frac{\lambda}{2}\end{array}\right.\\.
+							  0 &\mathrm{if} & \vert y_i\vert\le  \frac{\lambda}{2}\end{array}\right.\\.
 $$
 <p>&nbsp;<br>
 

doc/pub/week36/html/week36-solarized.html

@@ -666,7 +666,7 @@ which leads to
 $$
 \hat{\boldsymbol{\beta}}_i^{\mathrm{Lasso}} = \left\{\begin{array}{ccc}y_i-\frac{\lambda}{2} &\mathrm{if} & y_i> \frac{\lambda}{2}\\
                                                           y_i+\frac{\lambda}{2} &\mathrm{if} & y_i < -\frac{\lambda}{2}\\
-							  0 &\mathrm{if} & \verty_i\vert\le  \frac{\lambda}{2}\end{array}\right.\\.
+							  0 &\mathrm{if} & \vert y_i\vert\le  \frac{\lambda}{2}\end{array}\right.\\.
 $$
 
 <p>

doc/pub/week36/html/week36.html

@@ -671,7 +671,7 @@ which leads to
 $$
 \hat{\boldsymbol{\beta}}_i^{\mathrm{Lasso}} = \left\{\begin{array}{ccc}y_i-\frac{\lambda}{2} &\mathrm{if} & y_i> \frac{\lambda}{2}\\
                                                           y_i+\frac{\lambda}{2} &\mathrm{if} & y_i < -\frac{\lambda}{2}\\
-							  0 &\mathrm{if} & \verty_i\vert\le  \frac{\lambda}{2}\end{array}\right.\\.
+							  0 &\mathrm{if} & \vert y_i\vert\le  \frac{\lambda}{2}\end{array}\right.\\.
 $$
 
 <p>

doc/pub/week36/ipynb/week36.ipynb

@@ -764,7 +764,7 @@
     "$$\n",
     "\\hat{\\boldsymbol{\\beta}}_i^{\\mathrm{Lasso}} = \\left\\{\\begin{array}{ccc}y_i-\\frac{\\lambda}{2} &\\mathrm{if} & y_i> \\frac{\\lambda}{2}\\\\\n",
     "                                                          y_i+\\frac{\\lambda}{2} &\\mathrm{if} & y_i< -\\frac{\\lambda}{2}\\\\\n",
-    "\t\t\t\t\t\t\t  0 &\\mathrm{if} & \\verty_i\\vert\\le  \\frac{\\lambda}{2}\\end{array}\\right.\\\\.\n",
+    "\t\t\t\t\t\t\t  0 &\\mathrm{if} & \\vert y_i\\vert\\le  \\frac{\\lambda}{2}\\end{array}\\right.\\\\.\n",
     "$$"
    ]
   },
@@ -778,6 +778,7 @@
     "We will amongst other things show that the regularization parameter can reduce considerably the variance of the parameters $\\beta$.\n",
     "\n",
     "\n",
+    "\n",
     "<!-- !split  -->\n",
     "## Linking the regression analysis with a statistical interpretation\n",
     "\n",