{"size":{"Width":576,"Height":360},"appearance":{"background":null,"padding":14,"font":{"family":"Courier New","size":10.0,"bold":false,"italic":false,"underline":false,"strikeout":false,"color":"rgb(0,72,168)"},"border":{"on":true,"size":0.0,"style":"solid","color":"#666"},"text":{"wrap":false,"hAlign":"left","vAlign":"top"}},"outputType":"WIDGET","widgetState":null,"wikiPageTitle":"Regression - Linear Regression","outputs":{"warning":"Unusual observations detected. The largest hat value is 0.0909, which is higher than the threshhold of 0.0207 = 2 * (k + 1) / n.\n","htmlwidgets":"<div id=\"htmlwidget_container\">\n <div id=\"htmlwidget-603378354346ae1b0d91\" class=\"formattable_widget html-widget\" style=\"width:100%;height:500px;\" width=\"100%\" height=\"500\"></div>\n</div>\n<script type=\"application/json\" data-for=\"htmlwidget-603378354346ae1b0d91\">{\"x\":{\"html\":\"<table class = \\\"table table-condensed\\\"style = \\\"margin:0; border-bottom: 2px solid; border-top: 2px solid; font-size:90%;\\\">\\n<h3 class=\\\".h3\\\" style=\\\"color:#3E7DCC; text-align:left; margin-top:0px; margin-bottom:0\\\">Linear Regression: Likelihood to recommend - NPS by Likes - Categorized<\\/h3>\\n<caption style=\\\"caption-side:bottom;font-style:italic; font-size:90%;\\\">n = 871 cases used in estimation of a total sample size of 895; cases containing missing values have been excluded; R-squared: 0.05118; Correct predictions: 0.1149%; AIC: 9,943.4; multiple comparisons correction: None<\\/caption>\\n <thead>\\n <tr>\\n <th style=\\\"text-align:left;\\\"> <\\/th>\\n <th style=\\\"text-align:right;\\\"> Estimate <\\/th>\\n <th style=\\\"text-align:right;\\\"> Robust SE <\\/th>\\n <th style=\\\"text-align:right;\\\"> <span style='font-style:italic;'>t<\\/span> <\\/th>\\n <th style=\\\"text-align:right;\\\"> <span style='font-style:italic;'>p<\\/span> <\\/th>\\n <\\/tr>\\n <\\/thead>\\n<tbody>\\n <tr>\\n <td style=\\\"vertical-align:middle; text-align:left;\\\"> (Intercept) <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> <span style=\\\"color:blue\\\">14.54<\\/span> <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> 4.44 <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> <span style=\\\"display: block; padding: 0 4px; border-radius: 4px; font-weight: bold; background-color: #abcdf7\\\">3.28<\\/span> <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> <span style=\\\"font-weight: bold\\\">.001<\\/span> <\\/td>\\n <\\/tr>\\n <tr>\\n <td style=\\\"vertical-align:middle; text-align:left;\\\"> Reliable/Coverage/Service <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> <span style=\\\"color:blue\\\">26.27<\\/span> <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> 5.02 <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> <span style=\\\"display: block; padding: 0 4px; border-radius: 4px; font-weight: bold; background-color: #80b4f4\\\">5.24<\\/span> <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> <span style=\\\"font-weight: bold\\\">&lt; .001<\\/span> <\\/td>\\n <\\/tr>\\n <tr>\\n <td style=\\\"vertical-align:middle; text-align:left;\\\"> Price <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> <span style=\\\"color:blue\\\">18.22<\\/span> <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> 5.17 <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> <span style=\\\"display: block; padding: 0 4px; border-radius: 4px; font-weight: bold; background-color: #a5caf7\\\">3.53<\\/span> <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> <span style=\\\"font-weight: bold\\\">&lt; .001<\\/span> <\\/td>\\n <\\/tr>\\n <tr>\\n <td style=\\\"vertical-align:middle; text-align:left;\\\"> Customer service <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> <span style=\\\"color:blue\\\">29.03<\\/span> <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> 6.96 <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> <span style=\\\"display: block; padding: 0 4px; border-radius: 4px; font-weight: bold; background-color: #95c0f5\\\">4.17<\\/span> <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> <span style=\\\"font-weight: bold\\\">&lt; .001<\\/span> <\\/td>\\n <\\/tr>\\n <tr>\\n <td style=\\\"vertical-align:middle; text-align:left;\\\"> Phone <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> <span>6.50<\\/span> <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> 12.91 <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> <span style=\\\"display: block; padding: 0 4px; border-radius: 4px; background-color: #f2f7fd\\\">0.50<\\/span> <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> <span>.615<\\/span> <\\/td>\\n <\\/tr>\\n <tr>\\n <td style=\\\"vertical-align:middle; text-align:left;\\\"> Payment arrangements <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> <span style=\\\"color:blue\\\">31.07<\\/span> <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> 12.18 <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> <span style=\\\"display: block; padding: 0 4px; border-radius: 4px; font-weight: bold; background-color: #bed8f9\\\">2.55<\\/span> <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> <span style=\\\"font-weight: bold\\\">.011<\\/span> <\\/td>\\n <\\/tr>\\n <tr>\\n <td style=\\\"vertical-align:middle; text-align:left;\\\"> Speed <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> <span>21.04<\\/span> <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> 17.01 <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> <span style=\\\"display: block; padding: 0 4px; border-radius: 4px; background-color: #dfecfc\\\">1.24<\\/span> <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> <span>.216<\\/span> <\\/td>\\n <\\/tr>\\n <tr>\\n <td style=\\\"vertical-align:middle; text-align:left;\\\"> Contracts/No Contracts <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> <span>4.63<\\/span> <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> 19.28 <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> <span style=\\\"display: block; padding: 0 4px; border-radius: 4px; background-color: #f8fbfe\\\">0.24<\\/span> <\\/td>\\n <td style=\\\"vertical-align:middle; text-align:right;\\\"> <span>.810<\\/span> <\\/td>\\n <\\/tr>\\n<\\/tbody>\\n<\\/table>\"},\"evals\":[],\"jsHooks\":[]}</script>\n<script type=\"application/htmlwidget-sizing\" data-for=\"htmlwidget-603378354346ae1b0d91\">{\"viewer\":{\"width\":\"100%\",\"height\":350,\"padding\":15,\"fill\":false},\"browser\":{\"width\":\"100%\",\"height\":500,\"padding\":0,\"fill\":false}}</script>","htmlwidget-head":"{\"stylesheets\":[\"https://widget-cdn.displayr.com/bootstrap.min-b0b695267332b70caf873ac5fdb1979f.css\"],\"javascript\":[\"https://widget-cdn.displayr.com/jquery.min-91a24ea414e8c447d647cecab86866c2.js\",\"https://widget-cdn.displayr.com/bootstrap.min-326d184c3c13feede563e4adcb5ff2a0.js\",\"https://widget-cdn.displayr.com/html5shiv.min-e70767555a95c48c08833356d362ccef.js\",\"https://widget-cdn.displayr.com/respond.min-4255ee1a060b15cb2432d0a497a6d510.js\",\"https://widget-cdn.displayr.com/htmlwidgets-62110aac48e210c7e8a9b92efed27a2d.js\",\"https://widget-cdn.displayr.com/formattable_widget-d2927ec9dec4a568bd3f4a62041c0ddb.js\"],\"attachments\":[],\"widget-cannot-re-render\":true,\"package\":\"formattable\",\"package_version\":\"0.2.1\"}"},"secondsTaken":3.146,"updated":"2019-11-20T03:50:00.3920406Z","lastUpdatedMessage":null,"executedCode":null,"lastSavedCode":null,"highlightedCodeSpans":[{"start":65,"length":5,"index":0},{"start":73,"length":26,"index":0},{"start":102,"length":9,"index":0},{"start":114,"length":19,"index":0},{"start":136,"length":9,"index":0},{"start":148,"length":23,"index":0},{"start":174,"length":9,"index":0},{"start":186,"length":24,"index":0},{"start":260,"length":13,"index":4},{"start":321,"length":17,"index":6},{"start":349,"length":7,"index":6},{"start":404,"length":11,"index":4},{"start":426,"length":10,"index":4},{"start":453,"length":9,"index":4},{"start":2217,"length":10,"index":4}],"tableTransformations":"<TabularTransformer>\r\n <TabularTransform type=\"Truncation\" truncationHeaderType=\"Column\" />\r\n <TabularTransform />\r\n</TabularTransformer>","tabularFilteringOptions":null,"hasGuiControls":true,"calculating":"Idle","showDebug":false,"layout":"OutputOnly","vSplit":0.25,"hSplit":0.45,"updateWarnings":true,"updateMode":"Automatic","warnSlow":true,"Options":{"debugconsole":false,"codeposition":"OutputOnly","splitH":0.45,"splitV":0.25,"update warnings":true,"updating":"Automatic","warn slow":true}}