Updated Answer

module2/exo5/exo5_fr-Copy1.ipynb

@@ -40,7 +40,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [
     {
@@ -287,7 +287,7 @@
        "22   1/12/86      6           58       200            1"
       ]
      },
-     "execution_count": 7,
+     "execution_count": 1,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -322,7 +322,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
@@ -425,7 +425,7 @@
        "22   1/12/86      6           58       200            1"
       ]
      },
-     "execution_count": 8,
+     "execution_count": 2,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -448,7 +448,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -501,7 +501,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
@@ -528,7 +528,7 @@
        "  <th>Date:</th>           <td>Thu, 26 Oct 2023</td> <th>  Deviance:          </th> <td> 0.22231</td> \n",
        "</tr>\n",
        "<tr>\n",
-       "  <th>Time:</th>               <td>10:52:06</td>     <th>  Pearson chi2:      </th>  <td> 0.236</td>  \n",
+       "  <th>Time:</th>               <td>11:08:51</td>     <th>  Pearson chi2:      </th>  <td> 0.236</td>  \n",
        "</tr>\n",
        "<tr>\n",
        "  <th>No. Iterations:</th>         <td>4</td>        <th>  Covariance Type:   </th> <td>nonrobust</td>\n",
@@ -557,7 +557,7 @@
        "Link Function:                  logit   Scale:                          1.0000\n",
        "Method:                          IRLS   Log-Likelihood:                -2.5250\n",
        "Date:                Thu, 26 Oct 2023   Deviance:                      0.22231\n",
-       "Time:                        10:52:06   Pearson chi2:                    0.236\n",
+       "Time:                        11:08:51   Pearson chi2:                    0.236\n",
        "No. Iterations:                     4   Covariance Type:             nonrobust\n",
        "===============================================================================\n",
        "                  coef    std err          z      P>|z|      [0.025      0.975]\n",
@@ -568,7 +568,7 @@
        "\"\"\""
       ]
      },
-     "execution_count": 10,
+     "execution_count": 4,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -606,7 +606,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
@@ -649,7 +649,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
@@ -706,7 +706,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
@@ -739,7 +739,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 8,
    "metadata": {
     "scrolled": true
    },
@@ -768,7 +768,7 @@
        "  <th>Date:</th>           <td>Thu, 26 Oct 2023</td> <th>  Deviance:          </th> <td>  3.0144</td> \n",
        "</tr>\n",
        "<tr>\n",
-       "  <th>Time:</th>               <td>10:54:46</td>     <th>  Pearson chi2:      </th>  <td>  5.00</td>  \n",
+       "  <th>Time:</th>               <td>11:08:51</td>     <th>  Pearson chi2:      </th>  <td>  5.00</td>  \n",
        "</tr>\n",
        "<tr>\n",
        "  <th>No. Iterations:</th>         <td>6</td>        <th>  Covariance Type:   </th> <td>nonrobust</td>\n",
@@ -797,7 +797,7 @@
        "Link Function:                  logit   Scale:                          1.0000\n",
        "Method:                          IRLS   Log-Likelihood:                -3.9210\n",
        "Date:                Thu, 26 Oct 2023   Deviance:                       3.0144\n",
-       "Time:                        10:54:46   Pearson chi2:                     5.00\n",
+       "Time:                        11:08:51   Pearson chi2:                     5.00\n",
        "No. Iterations:                     6   Covariance Type:             nonrobust\n",
        "===============================================================================\n",
        "                  coef    std err          z      P>|z|      [0.025      0.975]\n",
@@ -808,7 +808,7 @@
        "\"\"\""
       ]
      },
-     "execution_count": 15,
+     "execution_count": 8,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -832,7 +832,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
@@ -863,7 +863,7 @@
    "metadata": {},
    "source": [
     "It is increadible to see directly how the risk for low temperature can possibly rise if we include all the non-defect values.\n",
-    "This stays as an estimation but shows that whatever happen not considering tyhe non-defect values has been biaising the prediction."
+    "This stays as an estimation but shows that whatever happen not considering the non-defect values has been biaising the prediction."
    ]
   }
  ],