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1 <?xml version="1.0" encoding="UTF-8"?> 2 <!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"> 3 <html> 4 5 <head> 6 <link rel="stylesheet" href="sitewide.css"> 7 <meta http-equiv="Content-Type" content="text/html; charset=UTF-8" /> 8 <meta name="exporter-version" content="Evernote Mac 7.6 (457297)" /> 9 <meta name="altitude" content="-4.231714248657227" /> 10 <meta name="author" content="Alex Balgavy" /> 11 <meta name="created" content="2018-12-16 00:43:36 +0000" /> 12 <meta name="latitude" content="52.30035400390625" /> 13 <meta name="longitude" content="4.98817026635058" /> 14 <meta name="source" content="desktop.mac" /> 15 <meta name="updated" content="2018-12-16 01:28:18 +0000" /> 16 <title>TOC: Statistical Methods</title> 17 </head> 18 19 <body> 20 <nav> 21 <a href="http://thezeroalpha.github.io">Homepage</a> 22 </nav> 23 24 <h1>TOC: Statistical Methods</h1> 25 <h3 align="center">Alex Balgavy</h3> 26 <ol> 27 <li> 28 <div><a href="Introduction%3A Data.html">Introduction: Data</a></div> 29 </li> 30 <li> 31 <div><a href="Summarising data.html">Summarising data</a></div> 32 </li> 33 <li> 34 <div><a href="Probability intro.html">Probability intro</a></div> 35 </li> 36 <li> 37 <div><a href="Discrete probability distributions.html">Discrete probability distributions</a></div> 38 </li> 39 <li> 40 <div><a href="Continuous probability distribution.html">Continuous probability distribution</a></div> 41 </li> 42 <li> 43 <div><a href="Sampling distributions & estimators.html">Sampling distributions & estimators</a></div> 44 </li> 45 <li> 46 <div><a href="Hypothesis testing.html">Hypothesis testing</a></div> 47 </li> 48 <li> 49 <div><a href="Relationships between variables.html">Relationships between variables</a></div> 50 </li> 51 <li> 52 <div><a href="Testing characteristics of samples.html">Testing characteristics of samples</a></div> 53 </li> 54 </ol> 55 <div style="margin-top: 1em;margin-bottom: 1em;-en-paragraph:true;">Overview of statistical methods:</div> 56 <table style="border-collapse: collapse; min-width: 100%;"> 57 <colgroup> 58 <col style="width: 130px;" /> 59 <col style="width: 130px;" /> 60 <col style="width: 130px;" /> 61 </colgroup> 62 <tbody> 63 <tr> 64 <td style="width: 130px; padding: 8px; border: 1px solid;"> </td> 65 <td style="width: 130px; padding: 8px; border: 1px solid;">Categorical data</td> 66 <td style="width: 130px; padding: 8px; border: 1px solid;">Numerical data</td> 67 </tr> 68 <tr> 69 <td style="width: 130px; padding: 8px; border: 1px solid;">inference about one population</td> 70 <td style="width: 130px; padding: 8px; border: 1px solid;"> 71 <div>confidence interval for p.</div> 72 <div> 73 z test for one proportion p. goodness-of-fit test</div> 74 </td> 75 <td style="width: 130px; padding: 8px; border: 1px solid;"> 76 <div>confidence interval for μ\muμ.</div> 77 <div> 78 t test for mean</div> 79 </td> 80 </tr> 81 <tr> 82 <td style="width: 130px; padding: 8px; border: 1px solid;">inference about two populations</td> 83 <td style="width: 130px; padding: 8px; border: 1px solid;"> 84 <div>confidence interval for 85 <img src="TOC%3A%20Statistical%20Methods.resources/931F8049-746F-4C2F-AE8B-3FD457025035.png" height="11" width="44" /> 86 <div> 87 Z test for two proportions</div> 88 </td> 89 <td style="width: 130px; padding: 8px; border: 1px solid;"> 90 <div>t test for matched pairs</div> 91 <div> 92 t test for independent samples</div> 93 </td> 94 </tr> 95 <tr> 96 <td style="width: 130px; padding: 8px; border: 1px solid;">relationship between two variables</td> 97 <td style="width: 130px; padding: 8px; border: 1px solid;"> 98 <div>chi-square test of independence</div> 99 <div> 100 Fisher’s exact test</div> 101 </td> 102 <td style="width: 130px; padding: 8px; border: 1px solid;"> 103 <div>t test of correlation</div> 104 <div> 105 simple linear regression</div> 106 </td> 107 </tr> 108 <tr> 109 <td style="width: 130px; padding: 8px; border: 1px solid;">comparing more than 2 populations</td> 110 <td style="width: 130px; padding: 8px; border: 1px solid;">chi-square test for homogeneity</td> 111 <td style="width: 130px; padding: 8px; border: 1px solid;"> 112 <div><br /></div> 113 </td> 114 </tr> 115 </tbody> 116 </table> 117 <div><br /></div> 118 <div><a href="overview-slides.pdf">Overview slides from the last lecture.</a></div> 119 <div><br /></div> 120 </body> 121 122 </html>