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statistical Analysis - by IBM
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Boston housing.ipynb

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@@ -442,11 +442,7 @@
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"\n",
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"* $H\\_0: mean_1 = mean_2$ (\"there is no difference in MEDV based on Charles river\")\n",
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"* $H\\_1: mean_1 ≠ mean_2$ (\"there is a difference in MEDV based on Charles river\")\n",
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"* $α = 0.05$"
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"* $alpha = 0.05$"
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>>>>>>> 1830d47 (statistical Analysis - by IBM)
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]
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},
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{
@@ -491,11 +487,7 @@
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"\n",
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"* $H\\_0: mean_1 = mean_2 = mean_3$ (the three means are equal)\n",
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"* $H\\_1:$ At least one of the means differ\n",
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"* $α = 0.05$"
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"* $alpha = 0.05$"
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>>>>>>> 1830d47 (statistical Analysis - by IBM)
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]
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},
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{
@@ -542,11 +534,7 @@
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"\n",
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"* $H\\_0:$ Nitric oxide concentrations are not correlated with proportion of non-retail business acres per town\n",
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"* $H\\_1:$ Nitric oxide concentrations are correlated with proportion of non-retail business acres per town\n",
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"* $α = 0.05$"
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"* $alpha = 0.05$"
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>>>>>>> 1830d47 (statistical Analysis - by IBM)
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]
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},
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{
@@ -623,11 +611,7 @@
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"\n",
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"* $H\\_0: beta_1$ = 0 (an additional weighted distance to the five Boston employment centres has no effect on the median value of owner occupied homes)\n",
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"* $H\\_1: beta_1$ is not equal to 0 (an additional weighted distance to the five Boston employment centres has an effect on the median value of owner occupied homes)\n",
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"* $α = 0.05$"
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"* $alpha = 0.05$"
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>>>>>>> 1830d47 (statistical Analysis - by IBM)
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]
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@@ -653,7 +637,7 @@
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" <th>Date:</th> <td>Mon, 08 Nov 2021</td> <th> Prob (F-statistic):</th> <td>1.21e-08</td>\n",
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"</tr>\n",
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"<tr>\n",
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" <th>Time:</th> <td>21:36:58</td> <th> Log-Likelihood: </th> <td> -1823.9</td>\n",
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" <th>Time:</th> <td>22:00:26</td> <th> Log-Likelihood: </th> <td> -1823.9</td>\n",
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"</tr>\n",
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"<tr>\n",
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" <th>No. Observations:</th> <td> 506</td> <th> AIC: </th> <td> 3652.</td>\n",
@@ -703,7 +687,7 @@
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"Model: OLS Adj. R-squared: 0.061\n",
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"Method: Least Squares F-statistic: 33.58\n",
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"Date: Mon, 08 Nov 2021 Prob (F-statistic): 1.21e-08\n",
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"Time: 21:36:58 Log-Likelihood: -1823.9\n",
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"Time: 22:00:26 Log-Likelihood: -1823.9\n",
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"No. Observations: 506 AIC: 3652.\n",
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"Df Residuals: 504 BIC: 3660.\n",
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"Df Model: 1 \n",

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