<?xml version="1.0" encoding="utf-8"?><!DOCTYPE article  PUBLIC '-//OASIS//DTD DocBook XML V4.4//EN'  'http://www.docbook.org/xml/4.4/docbookx.dtd'><article><articleinfo><title>FAQ/lines</title><revhistory><revision><revnumber>12</revnumber><date>2013-03-08 10:17:39</date><authorinitials>localhost</authorinitials><revremark>converted to 1.6 markup</revremark></revision><revision><revnumber>11</revnumber><date>2012-10-12 15:01:06</date><authorinitials>PeterWatson</authorinitials></revision><revision><revnumber>10</revnumber><date>2012-07-02 12:49:47</date><authorinitials>PeterWatson</authorinitials></revision><revision><revnumber>9</revnumber><date>2010-01-25 12:33:29</date><authorinitials>PeterWatson</authorinitials></revision><revision><revnumber>8</revnumber><date>2007-06-19 11:02:16</date><authorinitials>PeterWatson</authorinitials></revision><revision><revnumber>7</revnumber><date>2007-06-19 11:01:46</date><authorinitials>PeterWatson</authorinitials></revision><revision><revnumber>6</revnumber><date>2007-06-19 11:00:45</date><authorinitials>PeterWatson</authorinitials></revision><revision><revnumber>5</revnumber><date>2007-06-19 10:56:54</date><authorinitials>PeterWatson</authorinitials></revision><revision><revnumber>4</revnumber><date>2007-06-19 10:48:20</date><authorinitials>PeterWatson</authorinitials></revision><revision><revnumber>3</revnumber><date>2007-06-19 10:48:01</date><authorinitials>PeterWatson</authorinitials></revision><revision><revnumber>2</revnumber><date>2007-06-19 10:47:36</date><authorinitials>PeterWatson</authorinitials></revision><revision><revnumber>1</revnumber><date>2007-06-19 10:24:26</date><authorinitials>PeterWatson</authorinitials></revision></revhistory></articleinfo><section><title>How do I do a multiple line plot of cluster profiles?</title><para>Suppose we gave four columns of factor scores, f1av to f4av, which we wish plot for each of two clusters, cluster membership forming a sixth column, as in the table below. <ulink url="https://lsr-wiki-02.mrc-cbu.cam.ac.uk/statswiki/FAQ/lines/statswiki/FAQ/lines?action=AttachFile&amp;do=get&amp;target=lines.doc">A bit of editing in the chart editor yields this.</ulink> </para><informaltable><tgroup cols="10"><colspec colname="col_0" colwidth="20*"/><colspec colname="col_1"/><colspec colname="col_2"/><colspec colname="col_3"/><colspec colname="col_4"/><colspec colname="col_5"/><colspec colname="col_6"/><colspec colname="col_7"/><colspec colname="col_8"/><colspec colname="col_9"/><tbody><row rowsep="1"><entry colsep="1" nameend="col_5" namest="col_0" rowsep="1"><para><emphasis role="strong">F1av</emphasis> </para></entry><entry colsep="1" rowsep="1"><para><emphasis role="strong">F2av</emphasis> </para></entry><entry colsep="1" rowsep="1"><para> <emphasis role="strong">F3av</emphasis> </para></entry><entry colsep="1" rowsep="1"><para><emphasis role="strong">F4av</emphasis> </para></entry><entry colsep="1" rowsep="1"><para> <emphasis role="strong">clus</emphasis> </para></entry></row><row rowsep="1"><entry colsep="1" nameend="col_5" namest="col_0" rowsep="1"><para> 1 </para></entry><entry colsep="1" rowsep="1"><para> 2 </para></entry><entry colsep="1" rowsep="1"><para> 2 </para></entry><entry colsep="1" rowsep="1"><para> 2 </para></entry><entry colsep="1" rowsep="1"><para> 1 </para></entry></row><row rowsep="1"><entry colsep="1" nameend="col_5" namest="col_0" rowsep="1"><para> 2 </para></entry><entry colsep="1" rowsep="1"><para> 5 </para></entry><entry colsep="1" rowsep="1"><para> 1 </para></entry><entry colsep="1" rowsep="1"><para> 4 </para></entry><entry colsep="1" rowsep="1"><para> 1 </para></entry></row><row rowsep="1"><entry colsep="1" nameend="col_5" namest="col_0" rowsep="1"><para> 3 </para></entry><entry colsep="1" rowsep="1"><para> 4 </para></entry><entry colsep="1" rowsep="1"><para> 3 </para></entry><entry colsep="1" rowsep="1"><para> 5 </para></entry><entry colsep="1" rowsep="1"><para> 2 </para></entry></row><row rowsep="1"><entry colsep="1" nameend="col_5" namest="col_0" rowsep="1"><para> 2 </para></entry><entry colsep="1" rowsep="1"><para> 3 </para></entry><entry colsep="1" rowsep="1"><para> 4 </para></entry><entry colsep="1" rowsep="1"><para> 6 </para></entry><entry colsep="1" rowsep="1"><para> 2 </para></entry></row></tbody></tgroup></informaltable><para>A multiple line plot can be drawn using the syntax below. </para><screen><![CDATA[VARSTOCASES                                          
/MAKE score FROM f1av TO f4av.                        
LIST.
]]><![CDATA[
compute facno=$casenum.
compute facno=mod(facno,4).
if(facno eq 0) facno=4.
exe.
]]><![CDATA[
]]><![CDATA[
GRAPH
  /title = 'cluster profiles of four factors'
  /LINE(MULTIPLE)MEAN(score) BY facno BY clus
  /MISSING=REPORT.]]></screen><para>Incidentally, Morey et al (1983) suggest the use of Ward's hierarchical clustering method due to its relatively superior power compared to other methods. </para><para><emphasis role="underline">References</emphasis> </para><para>Haldar P, Pavord ID, Shaw DE, Berry MA, Thomas M, Brightling CE, Wardlaw AJ, and Green RH (2008) Cluster analysis and clinical asthma phenotypes. American Journal of Respiratory and <emphasis>Critical Care Medicine</emphasis> <emphasis role="strong">178, (3)</emphasis> 218-224. Performs a two-stage cluster analysis using hierarchical clustering to provide cluster centres for a k-means clustering analysis. </para><para>Morey LC, Blashfield RK and Skinner HA (1983) A comparison of cluster analysis techniques within a sequential validation framework. <emphasis>Multivariate Behavioral Research</emphasis> <emphasis role="strong">18</emphasis> 309-329. </para></section></article>