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<p class="MsoNormal">Hi All list members<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">I wish to adjust a meta-analytic dataset by the control arm event rate using meta-regression (ignoring any regression to the mean issues) and then run Egger’s funnel asymmetry test after the adjustment.<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">(I paste complete data, R code and output  below my query.)<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">The regtest command in metafor can do this and an example is given in the manual (option 1 in the code).
<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">But a colleague tried to do the same analysis in another package – STATA - but did not get the same result.<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">I have tried to reconcile the 2, and have succeeded getting the STATA result in R using the code in option 2. But I don’t understand why option 1 and option 2 code below give different results – I thought they should be equivalent? (The
 degrees of freedom are different as well as the test p-values)<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">The key lines extracted from the below are:<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">model2 <- rma(yi, vi, data = ma.dataset, mods = cbind(m.c), control=list(maxiter=200, stepadj=0.5))<o:p></o:p></p>
<p class="MsoNormal">print(summary(model2))<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"># Option 1: Put model 2 directly into regtest<o:p></o:p></p>
<p class="MsoNormal">option1 <- regtest(model2, model = "lm", predictor="sei")<o:p></o:p></p>
<p class="MsoNormal">print(option1)<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"># Option 2: Extract residuals and SE from model 2 and then put these into regtest manually<o:p></o:p></p>
<p class="MsoNormal">a <- rstandard.rma.uni(model2)<o:p></o:p></p>
<p class="MsoNormal">option2 <- regtest(x=a$resid, sei=a$se, model = "lm", predictor="sei")<o:p></o:p></p>
<p class="MsoNormal">print(option2)<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Hoping someone can offer me some insight…<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Many thanks in advance. <o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Alex<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">DATA BELOW:<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
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<p class="MsoNormal"><span style="color:black;mso-fareast-language:EN-GB">n.c<o:p></o:p></span></p>
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<p class="MsoNormal"><span style="color:black;mso-fareast-language:EN-GB">n.t<o:p></o:p></span></p>
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<p class="MsoNormal"><span style="color:black;mso-fareast-language:EN-GB">m.c<o:p></o:p></span></p>
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<p class="MsoNormal"><span style="color:black;mso-fareast-language:EN-GB">sd.c<o:p></o:p></span></p>
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<p class="MsoNormal"><span style="color:black;mso-fareast-language:EN-GB">sd.t<o:p></o:p></span></p>
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<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">43.34736<o:p></o:p></span></p>
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<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">22.6778<o:p></o:p></span></p>
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<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">20.14634<o:p></o:p></span></p>
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<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">13.2187<o:p></o:p></span></p>
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<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">36.66456<o:p></o:p></span></p>
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<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">26.95877<o:p></o:p></span></p>
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<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">14.24828<o:p></o:p></span></p>
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<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">51.74782<o:p></o:p></span></p>
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<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">44.48585<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">22.18729<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">24.98121<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">11.94804<o:p></o:p></span></p>
</td>
</tr>
<tr style="height:15.0pt">
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">25<o:p></o:p></span></p>
</td>
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">25<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">42.19917<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">27.97304<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">27.69334<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">19.4292<o:p></o:p></span></p>
</td>
</tr>
<tr style="height:15.0pt">
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">25<o:p></o:p></span></p>
</td>
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">25<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">44.99957<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">26.77364<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">33.80657<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">18.46828<o:p></o:p></span></p>
</td>
</tr>
<tr style="height:15.0pt">
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">25<o:p></o:p></span></p>
</td>
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">25<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">62.6953<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">36.15569<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">32.1401<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">28.75357<o:p></o:p></span></p>
</td>
</tr>
<tr style="height:15.0pt">
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">25<o:p></o:p></span></p>
</td>
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">25<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">35.38889<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">19.77613<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">16.96604<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">15.69643<o:p></o:p></span></p>
</td>
</tr>
<tr style="height:15.0pt">
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">25<o:p></o:p></span></p>
</td>
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">25<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">36.46263<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">27.69418<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">22.18271<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">22.04955<o:p></o:p></span></p>
</td>
</tr>
<tr style="height:15.0pt">
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">25<o:p></o:p></span></p>
</td>
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">25<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">42.63761<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">26.83291<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">22.60301<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">23.47935<o:p></o:p></span></p>
</td>
</tr>
<tr style="height:15.0pt">
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">50<o:p></o:p></span></p>
</td>
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">50<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">57.92533<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">30.96353<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">28.90083<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">17.40233<o:p></o:p></span></p>
</td>
</tr>
<tr style="height:15.0pt">
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">50<o:p></o:p></span></p>
</td>
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">50<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">26.15427<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">21.06599<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">17.39962<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">14.29371<o:p></o:p></span></p>
</td>
</tr>
<tr style="height:15.0pt">
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">50<o:p></o:p></span></p>
</td>
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">50<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">39.98736<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">29.13268<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">19.99763<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">18.44498<o:p></o:p></span></p>
</td>
</tr>
<tr style="height:15.0pt">
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">50<o:p></o:p></span></p>
</td>
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">50<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">46.11657<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">27.34703<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">24.23706<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">15.55458<o:p></o:p></span></p>
</td>
</tr>
<tr style="height:15.0pt">
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">50<o:p></o:p></span></p>
</td>
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">50<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">48.0687<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">34.85292<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">25.19593<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">21.33037<o:p></o:p></span></p>
</td>
</tr>
<tr style="height:15.0pt">
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">50<o:p></o:p></span></p>
</td>
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">50<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">53.43902<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">31.4177<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">31.33719<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">19.16536<o:p></o:p></span></p>
</td>
</tr>
<tr style="height:15.0pt">
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">50<o:p></o:p></span></p>
</td>
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">50<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">56.2192<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">39.338<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">28.10021<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">24.66106<o:p></o:p></span></p>
</td>
</tr>
<tr style="height:15.0pt">
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">50<o:p></o:p></span></p>
</td>
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">50<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">29.25929<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">15.60332<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">17.00783<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">12.57914<o:p></o:p></span></p>
</td>
</tr>
<tr style="height:15.0pt">
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">50<o:p></o:p></span></p>
</td>
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">50<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">30.72385<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">20.22988<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">18.93253<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">15.11565<o:p></o:p></span></p>
</td>
</tr>
<tr style="height:15.0pt">
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">15<o:p></o:p></span></p>
</td>
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">15<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">55.86973<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">27.38925<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">33.32485<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">22.29828<o:p></o:p></span></p>
</td>
</tr>
<tr style="height:15.0pt">
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">15<o:p></o:p></span></p>
</td>
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">15<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">47.10929<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">28.39797<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">21.93013<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">25.12405<o:p></o:p></span></p>
</td>
</tr>
<tr style="height:15.0pt">
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">15<o:p></o:p></span></p>
</td>
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">15<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">31.87787<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">15.31057<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">17.05947<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">10.99065<o:p></o:p></span></p>
</td>
</tr>
<tr style="height:15.0pt">
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">15<o:p></o:p></span></p>
</td>
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">15<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">36.91457<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">26.14574<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">18.46971<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">18.57387<o:p></o:p></span></p>
</td>
</tr>
<tr style="height:15.0pt">
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">15<o:p></o:p></span></p>
</td>
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">15<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">49.84609<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">34.04816<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">24.64221<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">21.22332<o:p></o:p></span></p>
</td>
</tr>
<tr style="height:15.0pt">
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">25<o:p></o:p></span></p>
</td>
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">25<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">57.06665<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">32.91816<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">27.6288<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">19.84755<o:p></o:p></span></p>
</td>
</tr>
<tr style="height:15.0pt">
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">25<o:p></o:p></span></p>
</td>
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">25<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">50.57364<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">36.87816<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">33.87053<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">21.38415<o:p></o:p></span></p>
</td>
</tr>
<tr style="height:15.0pt">
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">25<o:p></o:p></span></p>
</td>
<td width="64" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">25<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">28.80046<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">21.97428<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">16.45233<o:p></o:p></span></p>
</td>
<td width="67" nowrap="" valign="bottom" style="width:48.0pt;padding:0cm 5.4pt 0cm 5.4pt;height:15.0pt">
<p class="MsoNormal" align="right" style="text-align:right"><span style="color:black;mso-fareast-language:EN-GB">15.75454<o:p></o:p></span></p>
</td>
</tr>
</tbody>
</table>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">CODE BELOW:  <o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">library(metafor)<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">rm(list=ls())<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">##simdat <- read.csv("s4_data.csv")<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">ma.dataset <- escalc(n1i = n.t, n2i = n.c, m1i = m.t, m2i = m.c,
<o:p></o:p></p>
<p class="MsoNormal">                     sd1i = sd.t, sd2i = sd.c, data = simdat, measure = "MD",
<o:p></o:p></p>
<p class="MsoNormal">                     append = TRUE)<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">model2 <- rma(yi, vi, data = ma.dataset, mods = cbind(m.c), control=list(maxiter=200, stepadj=0.5))<o:p></o:p></p>
<p class="MsoNormal">print(summary(model2))<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"># Option 1: Put model 2 directly into regtest<o:p></o:p></p>
<p class="MsoNormal">option1 <- regtest(model2, model = "lm", predictor="sei")<o:p></o:p></p>
<p class="MsoNormal">print(option1)<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"># Option 2: Extract residuals and SE from model 2 and then put these directly into regtest<o:p></o:p></p>
<p class="MsoNormal">a <- rstandard.rma.uni(model2)<o:p></o:p></p>
<p class="MsoNormal">option2 <- regtest(x=a$resid, sei=a$se, model = "lm", predictor="sei")<o:p></o:p></p>
<p class="MsoNormal">print(option2)<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">OUTPUT BELOW:<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">Mixed-Effects Model (k = 30; tau^2 estimator: REML)<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB"><o:p> </o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">  logLik  deviance       AIC       BIC      AICc 
<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">-84.1061  168.2122  174.2122  178.2088  175.2122 
<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB"><o:p> </o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">tau^2 (estimated amount of residual heterogeneity):     0 (SE = 6.3793)<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">tau (square root of estimated tau^2 value):             0<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">I^2 (residual heterogeneity / unaccounted variability): 0.00%<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">H^2 (unaccounted variability / sampling variability):   1.00<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">R^2 (amount of heterogeneity accounted for):            100.00%<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB"><o:p> </o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">Test for Residual Heterogeneity:
<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">QE(df = 28) = 17.1497, p-val = 0.9456<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB"><o:p> </o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">Test of Moderators (coefficient(s) 2):
<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">QM(df = 1) = 24.9726, p-val < .0001<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB"><o:p> </o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">Model Results:<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB"><o:p> </o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">         estimate      se     zval    pval    ci.lb    ci.ub    
<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">intrcpt    3.5641  3.8211   0.9327  0.3510  -3.9251  11.0534    
<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">m.c       -0.4633  0.0927  -4.9973  <.0001  -0.6450  -0.2816  ***<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB"><o:p> </o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">---<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB"><o:p> </o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:blue;mso-fareast-language:EN-GB">>
<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:blue;mso-fareast-language:EN-GB">>
<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:blue;mso-fareast-language:EN-GB">> # Option 1: Put model 2 directly into regtest<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:blue;mso-fareast-language:EN-GB">> option1 <- regtest(model2, model = "lm", predictor="sei")<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:blue;mso-fareast-language:EN-GB">> print(option1)<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB"><o:p> </o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">Regression Test for Funnel Plot Asymmetry<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB"><o:p> </o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">model:     weighted regression with multiplicative dispersion<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">predictor: standard error<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB"><o:p> </o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">test for funnel plot asymmetry: t = -0.2787, df = 27, p = 0.7826<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB"><o:p> </o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:blue;mso-fareast-language:EN-GB">> # Option 2: Extract residuals and SE from model 2 and then put these directly into regtest<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:blue;mso-fareast-language:EN-GB">> a <- rstandard.rma.uni(model2)<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:blue;mso-fareast-language:EN-GB">> residuals <- a$resid<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:blue;mso-fareast-language:EN-GB">> SEresiduals <- a$se<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:blue;mso-fareast-language:EN-GB">>
<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:blue;mso-fareast-language:EN-GB">> option2 <- regtest(x=residuals, sei=SEresiduals, model = "lm", predictor="sei")<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:blue;mso-fareast-language:EN-GB">> print(option2)<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB"><o:p> </o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">Regression Test for Funnel Plot Asymmetry<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB"><o:p> </o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">model:     weighted regression with multiplicative dispersion<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">predictor: standard error<o:p></o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB"><o:p> </o:p></span></p>
<p class="MsoNormal" style="line-height:11.25pt;background:white;word-break:break-all">
<span style="font-size:10.0pt;font-family:"Lucida Console";color:black;mso-fareast-language:EN-GB">test for funnel plot asymmetry: t = -0.2170, df = 28, p = 0.8297<o:p></o:p></span></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
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<p class="MsoNormal"><b><span style="mso-fareast-language:EN-GB">Alex Sutton<br>
Professor of Medical Statistics<br>
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</span></b><b><span style="font-size:8.0pt;mso-fareast-language:EN-GB"><o:p></o:p></span></b></p>
<p class="MsoNormal"><span style="mso-fareast-language:EN-GB">Department of Health Sciences<o:p></o:p></span></p>
<p class="MsoNormal"><span style="mso-fareast-language:EN-GB">College of Life Sciences<o:p></o:p></span></p>
<p class="MsoNormal"><span style="mso-fareast-language:EN-GB">University of Leicester<o:p></o:p></span></p>
<p class="MsoNormal"><span style="mso-fareast-language:EN-GB">George Davies Centre <o:p></o:p></span></p>
<p class="MsoNormal"><span style="mso-fareast-language:EN-GB">University Road<o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:13.0pt;mso-fareast-language:EN-GB">LEICESTER LE1 7RH UK </span><span style="mso-fareast-language:EN-GB"><o:p></o:p></span></p>
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<p class="MsoNormal" style="line-height:115%"><b><span style="mso-fareast-language:EN-GB">Please use Lancaster Road, Leicester, LE1 7HA for SatNav<o:p></o:p></span></b></p>
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<p class="MsoNormal" style="line-height:115%"><span style="font-size:12.0pt;line-height:115%;mso-fareast-language:EN-GB">Member of the Complex Reviews Support Unit<o:p></o:p></span></p>
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<b><span style="color:#C00000;mso-fareast-language:EN-GB">t:</span></b><span style="color:#C00000;mso-fareast-language:EN-GB">
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