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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN">
<html>
<head>
<script src="http://transp-or.epfl.ch/biogeme/sorttable.js"></script>
<meta http-equiv='Content-Type' content='text/html; charset=utf-8' />
<title>01logit~1.html - Report from biogeme 2.6a [Mon May 14 17:32:05 EDT 2018]</title>
<meta name="keywords" content="biogeme, discrete choice, random utility">
<meta name="description" content="Report from biogeme 2.6a [Mon May 14 17:32:05 EDT 2018]">
<meta name="author" content="Michel Bierlaire">
<style type=text/css>
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<body bgcolor="#ffffff">
<p>biogeme 2.6a [Mon May 14 17:32:05 EDT 2018]</p>
<p>Home page: <a href='http://biogeme.epfl.ch' target='_blank'>http://biogeme.epfl.ch</a></p>
<p>Submit questions to <a href='https://groups.google.com/d/forum/biogeme' target='_blank'>https://groups.google.com/d/forum/biogeme</a></p>
<p><a href='http://people.epfl.ch/michel.bierlaire'>Michel Bierlaire</a>, <a href='http://transp-or.epfl.ch'>Transport and Mobility Laboratory</a>, <a href='http://www.epfl.ch'>Ecole Polytechnique Fédérale de Lausanne (EPFL)</a></p>
<p>This file has automatically been generated on
Fri Jun 1 16:00:41 2018</p>
<p>If you drag this HTML file into the Calc application of <a href='http://www.openoffice.org/' target='_blank'>OpenOffice</a>, or the spreadsheet of <a href='https://www.libreoffice.org/' target='_blank'>LibreOffice</a>, you will be able to perform additional calculations.</p><table><tr class=biostyle><td align=right><strong>Report file</strong>: </td><td>01logit~1.html</td></tr><tr class=biostyle><td align=right><strong>Sample file</strong>: </td><td>__bin_biogeme_trh.csv</td></tr></table><h1>Statistics</h1>
<table border="0">
<tr class=biostyle><td align=right><strong><em>Alt. 0 available:</em></strong> </td><td><em>1788</em></td></tr><tr class=biostyle><td align=right><strong><em>Alt. 0 chosen:</em></strong> </td><td><em>427</em></td></tr><tr class=biostyle><td align=right><strong><em>Alt. 1 available:</em></strong> </td><td><em>1548</em></td></tr><tr class=biostyle><td align=right><strong><em>Alt. 1 chosen:</em></strong> </td><td><em>38</em></td></tr><tr class=biostyle><td align=right><strong><em>Alt. 2 available:</em></strong> </td><td><em>1788</em></td></tr><tr class=biostyle><td align=right><strong><em>Alt. 2 chosen:</em></strong> </td><td><em>102</em></td></tr><tr class=biostyle><td align=right><strong><em>Alt. 3 available:</em></strong> </td><td><em>1431</em></td></tr><tr class=biostyle><td align=right><strong><em>Alt. 3 chosen:</em></strong> </td><td><em>101</em></td></tr><tr class=biostyle><td align=right><strong><em>Alt. 4 available:</em></strong> </td><td><em>933</em></td></tr><tr class=biostyle><td align=right><strong><em>Alt. 4 chosen:</em></strong> </td><td><em>107</em></td></tr><tr class=biostyle><td align=right><strong><em>Alt. 5 available:</em></strong> </td><td><em>1788</em></td></tr><tr class=biostyle><td align=right><strong><em>Alt. 5 chosen:</em></strong> </td><td><em>1013</em></td></tr><tr class=biostyle><td align=right><strong><em>Cte loglikelihood (only for full choice sets):</em></strong> </td><td><em>-2217.09</em></td></tr><tr class=biostyle><td align=right><strong><em>Null loglikelihood:</em></strong> </td><td><em>-2917.75</em></td></tr></table>
<h1>Estimation report</h1>
<table border="0">
<tr class=biostyle><td align=right ><strong>Number of estimated parameters</strong>: </td> <td>8</td></tr>
<tr class=biostyle><td align=right ><strong>Sample size</strong>:</td> <td>1788</td></tr>
<tr class=biostyle><td align=right ><strong>Excluded observations</strong>:</td> <td>0</td></tr>
<tr class=biostyle><td align=right><strong>Init log likelihood</strong>: </td> <td>-2917.752</td></tr>
<tr class=biostyle><td align=right><strong>Final log likelihood</strong>: </td> <td>-2078.872</td></tr>
<tr class=biostyle><td align=right><strong>Likelihood ratio test for the init. model</strong>: </td> <td>1677.759</td></tr>
<tr class=biostyle><td align=right><strong>Rho-square for the init. model</strong>: </td> <td>0.288</td></tr>
<tr class=biostyle><td align=right><strong>Rho-square-bar for the init. model</strong>: </td> <td>0.285</td></tr>
<tr class=biostyle><td align=right><strong>Akaike Information Criterion</strong>: </td> <td>4173.745</td></tr>
<tr class=biostyle><td align=right><strong>Bayesian Information Criterion</strong>: </td> <td>4217.656</td></tr>
<tr class=biostyle><td align=right><strong>Final gradient norm</strong>: </td> <td>+5.445e-03</td></tr>
<tr class=biostyle><td align=right><strong>Diagnostic</strong>: </td> <td>Trust region algorithm with simple bounds (CGT2000): Convergence reached...</td></tr>
<tr class=biostyle><td align=right><strong>Iterations</strong>: </td> <td>8</td></tr>
<tr class=biostyle><td align=right><strong>Data processing time</strong>: </td> <td>00:00</td></tr>
<tr class=biostyle><td align=right><strong>Run time</strong>: </td> <td>00:09</td></tr>
<tr class=biostyle><td align=right><strong>Nbr of threads</strong>: </td> <td>2</td></tr>
</table>
<h2>Estimated parameters</h2>
<p><font size='-1'>Click on the headers of the columns to sort the table [<a href='http://www.kryogenix.org/code/browser/sorttable/' target='_blank'>Credits</a>]</font></p>
<table border="1" class="sortable">
<tr class=biostyle><th>Name </th><th>Value</th><th>Std err</th><th>t-test</th><th>p-value</th><th></th><th>Robust Std err</th><th>Robust t-test</th><th>p-value</th><th></th></tr>
<!-- x[5]=ASC_BUS (0,-2.85593) [-10,10] FREE ID=10042--><tr class=biostyle>
<td>ASC_BUS</td><td>-2.86</td><td>0.150</td><td>-19.06</td><td>0.00</td><td></td><td>0.151</td><td>-18.86</td><td>0.00</td><td></td></tr>
<!-- x[0]=ASC_CAR (0,-1.63264) [-10,10] FREE ID=10037--><tr class=biostyle>
<td>ASC_CAR</td><td>-1.63</td><td>0.145</td><td>-11.23</td><td>0.00</td><td></td><td>0.143</td><td>-11.40</td><td>0.00</td><td></td></tr>
<!-- x[4]=ASC_CARRENTAL (0,-3.41027) [-10,10] FREE ID=10041--><tr class=biostyle>
<td>ASC_CARRENTAL</td><td>-3.41</td><td>0.229</td><td>-14.87</td><td>0.00</td><td></td><td>0.222</td><td>-15.38</td><td>0.00</td><td></td></tr>
<!-- x[6]=ASC_PLANE (0,-2.31911) [-10,10] FREE ID=10043--><tr class=biostyle>
<td>ASC_PLANE</td><td>-2.32</td><td>0.234</td><td>-9.92</td><td>0.00</td><td></td><td>0.230</td><td>-10.10</td><td>0.00</td><td></td></tr>
<!-- x[7]=ASC_TRAIN (0,-2.00373) [-10,10] FREE ID=10044--><tr class=biostyle>
<td>ASC_TRAIN</td><td>-2.00</td><td>0.130</td><td>-15.46</td><td>0.00</td><td></td><td>0.132</td><td>-15.17</td><td>0.00</td><td></td></tr>
<!-- x[1]=B_COST (0,0.185909) [-10,10] FREE ID=10038--><tr class=biostyle>
<td>B_COST</td><td>0.186</td><td>0.0338</td><td>5.50</td><td>0.00</td><td></td><td>0.0344</td><td>5.41</td><td>0.00</td><td></td></tr>
<!-- x[3]=B_RELIB (0,-0.108234) [-10,10] FREE ID=10040--><tr class=biostyle>
<td>B_RELIB</td><td>-0.108</td><td>0.162</td><td>-0.67</td><td>0.50</td><td>*</td><td>0.164</td><td>-0.66</td><td>0.51</td><td>*</td></tr>
<!-- x[2]=B_TIME (0,0.0231764) [-10,10] FREE ID=10039--><tr class=biostyle>
<td>B_TIME</td><td>0.0232</td><td>0.00641</td><td>3.61</td><td>0.00</td><td></td><td>0.00634</td><td>3.65</td><td>0.00</td><td></td></tr>
</table>
<h2>Correlation of coefficients</h2>
<p><font size='-1'>Click on the headers of the columns to sort the table [<a href='http://www.kryogenix.org/code/browser/sorttable/' target='_blank'>Credits</a>]</font></p>
<table border="1" class="sortable">
<tr class=biostyle><th>Coefficient1</th><th>Coefficient2</th><th>Covariance</th><th>Correlation</th><th>t-test</th><th>p-value</th><th></th><th>Rob. cov.</th><th>Rob. corr.</th><th>Rob. t-test</th><th>p-value</th><th></th></tr>
<tr class=biostyle>
<td>B_RELIB</td><td>B_TIME</td><td>2.32e-05</td><td>0.0223</td><td>-0.81</td><td>0.42</td><td>*</td><td>-1.01e-05</td><td>-0.00970</td><td>-0.80</td><td>0.42</td><td>*</td></tr><tr class=biostyle>
<td>ASC_PLANE</td><td>ASC_TRAIN</td><td>0.00257</td><td>0.0848</td><td>-1.22</td><td>0.22</td><td>*</td><td>0.00212</td><td>0.0699</td><td>-1.23</td><td>0.22</td><td>*</td></tr><tr class=biostyle>
<td>B_COST</td><td>B_RELIB</td><td>9.98e-06</td><td>0.00182</td><td>1.78</td><td>0.08</td><td>*</td><td>0.000150</td><td>0.0266</td><td>1.77</td><td>0.08</td><td>*</td></tr><tr class=biostyle>
<td>ASC_BUS</td><td>ASC_PLANE</td><td>0.00307</td><td>0.0876</td><td>-2.02</td><td>0.04</td><td></td><td>-0.000726</td><td>-0.0209</td><td>-1.93</td><td>0.05</td><td>*</td></tr><tr class=biostyle>
<td>ASC_BUS</td><td>ASC_CARRENTAL</td><td>0.00417</td><td>0.121</td><td>2.15</td><td>0.03</td><td></td><td>0.00276</td><td>0.0823</td><td>2.15</td><td>0.03</td><td></td></tr><tr class=biostyle>
<td>ASC_CAR</td><td>ASC_TRAIN</td><td>0.00753</td><td>0.400</td><td>2.46</td><td>0.01</td><td></td><td>0.00767</td><td>0.405</td><td>2.47</td><td>0.01</td><td></td></tr><tr class=biostyle>
<td>ASC_CAR</td><td>ASC_PLANE</td><td>0.0224</td><td>0.659</td><td>3.90</td><td>0.00</td><td></td><td>0.0216</td><td>0.658</td><td>3.97</td><td>0.00</td><td></td></tr><tr class=biostyle>
<td>B_COST</td><td>B_TIME</td><td>-9.16e-05</td><td>-0.423</td><td>4.40</td><td>0.00</td><td></td><td>-9.22e-05</td><td>-0.423</td><td>4.34</td><td>0.00</td><td></td></tr><tr class=biostyle>
<td>ASC_CARRENTAL</td><td>ASC_PLANE</td><td>0.0338</td><td>0.631</td><td>-5.48</td><td>0.00</td><td></td><td>0.0304</td><td>0.598</td><td>-5.39</td><td>0.00</td><td></td></tr><tr class=biostyle>
<td>ASC_CARRENTAL</td><td>ASC_TRAIN</td><td>0.00306</td><td>0.103</td><td>-5.59</td><td>0.00</td><td></td><td>0.00376</td><td>0.128</td><td>-5.79</td><td>0.00</td><td></td></tr><tr class=biostyle>
<td>ASC_BUS</td><td>ASC_TRAIN</td><td>0.00901</td><td>0.464</td><td>-5.85</td><td>0.00</td><td></td><td>0.00963</td><td>0.481</td><td>-5.86</td><td>0.00</td><td></td></tr><tr class=biostyle>
<td>ASC_CAR</td><td>B_RELIB</td><td>-0.00678</td><td>-0.287</td><td>-6.17</td><td>0.00</td><td></td><td>-0.00643</td><td>-0.274</td><td>-6.21</td><td>0.00</td><td></td></tr><tr class=biostyle>
<td>ASC_PLANE</td><td>B_RELIB</td><td>-0.00796</td><td>-0.210</td><td>-7.10</td><td>0.00</td><td></td><td>-0.00593</td><td>-0.158</td><td>-7.31</td><td>0.00</td><td></td></tr><tr class=biostyle>
<td>ASC_BUS</td><td>ASC_CAR</td><td>0.00971</td><td>0.446</td><td>-7.87</td><td>0.00</td><td></td><td>0.00815</td><td>0.376</td><td>-7.42</td><td>0.00</td><td></td></tr><tr class=biostyle>
<td>ASC_TRAIN</td><td>B_RELIB</td><td>-0.00681</td><td>-0.324</td><td>-7.96</td><td>0.00</td><td></td><td>-0.00755</td><td>-0.349</td><td>-7.78</td><td>0.00</td><td></td></tr><tr class=biostyle>
<td>ASC_CAR</td><td>ASC_CARRENTAL</td><td>0.0186</td><td>0.558</td><td>9.30</td><td>0.00</td><td></td><td>0.0181</td><td>0.570</td><td>9.72</td><td>0.00</td><td></td></tr><tr class=biostyle>
<td>ASC_PLANE</td><td>B_TIME</td><td>-0.00127</td><td>-0.844</td><td>-9.79</td><td>0.00</td><td></td><td>-0.00123</td><td>-0.846</td><td>-9.97</td><td>0.00</td><td></td></tr><tr class=biostyle>
<td>ASC_BUS</td><td>B_RELIB</td><td>-0.0123</td><td>-0.507</td><td>-10.14</td><td>0.00</td><td></td><td>-0.0126</td><td>-0.507</td><td>-10.04</td><td>0.00</td><td></td></tr><tr class=biostyle>
<td>ASC_CARRENTAL</td><td>B_RELIB</td><td>-0.00689</td><td>-0.185</td><td>-10.84</td><td>0.00</td><td></td><td>-0.00571</td><td>-0.157</td><td>-11.17</td><td>0.00</td><td></td></tr><tr class=biostyle>
<td>ASC_CAR</td><td>B_TIME</td><td>-0.000732</td><td>-0.785</td><td>-11.01</td><td>0.00</td><td></td><td>-0.000709</td><td>-0.781</td><td>-11.17</td><td>0.00</td><td></td></tr><tr class=biostyle>
<td>ASC_PLANE</td><td>B_COST</td><td>0.00437</td><td>0.553</td><td>-11.55</td><td>0.00</td><td></td><td>0.00432</td><td>0.547</td><td>-11.78</td><td>0.00</td><td></td></tr><tr class=biostyle>
<td>ASC_CAR</td><td>B_COST</td><td>-9.65e-05</td><td>-0.0197</td><td>-12.13</td><td>0.00</td><td></td><td>-0.000112</td><td>-0.0227</td><td>-12.28</td><td>0.00</td><td></td></tr><tr class=biostyle>
<td>ASC_TRAIN</td><td>B_COST</td><td>-0.00173</td><td>-0.395</td><td>-14.97</td><td>0.00</td><td></td><td>-0.00187</td><td>-0.412</td><td>-14.64</td><td>0.00</td><td></td></tr><tr class=biostyle>
<td>ASC_CARRENTAL</td><td>B_TIME</td><td>-0.000972</td><td>-0.661</td><td>-14.70</td><td>0.00</td><td></td><td>-0.000906</td><td>-0.645</td><td>-15.21</td><td>0.00</td><td></td></tr><tr class=biostyle>
<td>ASC_TRAIN</td><td>B_TIME</td><td>-8.89e-05</td><td>-0.107</td><td>-15.54</td><td>0.00</td><td></td><td>-7.67e-05</td><td>-0.0915</td><td>-15.26</td><td>0.00</td><td></td></tr><tr class=biostyle>
<td>ASC_CARRENTAL</td><td>B_COST</td><td>0.00287</td><td>0.371</td><td>-16.42</td><td>0.00</td><td></td><td>0.00228</td><td>0.299</td><td>-16.81</td><td>0.00</td><td></td></tr><tr class=biostyle>
<td>ASC_BUS</td><td>B_COST</td><td>-0.00216</td><td>-0.427</td><td>-18.21</td><td>0.00</td><td></td><td>-0.00260</td><td>-0.499</td><td>-17.77</td><td>0.00</td><td></td></tr><tr class=biostyle>
<td>ASC_BUS</td><td>B_TIME</td><td>-8.28e-05</td><td>-0.0861</td><td>-19.12</td><td>0.00</td><td></td><td>2.11e-05</td><td>0.0220</td><td>-19.01</td><td>0.00</td><td></td></tr></table>
<p>Smallest singular value: 5.07868</p>