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<p class=MsoNormal>Thank you for making available your nice R package! <o:p></o:p></p>
<p class=MsoNormal><o:p> </o:p></p>
<p class=MsoNormal>For one of my predictors, I encounter an error when the AUC is
exactly 1. (It is a small sample of only 14). As you can see in my code below I
get an error <span style='mso-spacerun:yes'> </span>for the marker “
IL1b” at time=5. <span style='mso-spacerun:yes'> </span>I understand
that no CI would be calculated in this, but the plot is not generated either.<o:p></o:p></p>
<p class=MsoNormal>I don’t have any problems <span
style='mso-spacerun:yes'> </span>with the other marker/time combinations.<o:p></o:p></p>
<p class=MsoNormal><o:p> </o:p></p>
<p class=MsoNormal>Also, have you considered adding an option for Pepe and Cai’s
empirical likelihood based CI? The attached paper shows it performs the best in
most cases, and only bootstrap-based methods do better when AUC>0.95. Just
something to think about…<o:p></o:p></p>
<p class=MsoNormal><o:p> </o:p></p>
<p class=MsoNormal>Thanks for your comments and advice on this.<o:p></o:p></p>
<p class=MsoNormal><o:p> </o:p></p>
<p class=MsoNormal>Wade<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>> aaron<-read.csv(file="F:\\Aaron
Ericsson\\aaron.csv")<o:p></o:p></p>
<p class=MsoNormal>> print(<span class=SpellE>aaron</span>)<o:p></o:p></p>
<p class=MsoNormal><span style='mso-spacerun:yes'>
</span>status<span
style='mso-spacerun:yes'>
</span>y marker time truth<o:p></o:p></p>
<p class=MsoNormal>1<span
style='mso-spacerun:yes'>
</span>n<span style='mso-spacerun:yes'> </span>4966.5924<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>2<span
style='mso-spacerun:yes'> </span><span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>9883.7209<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>3<span
style='mso-spacerun:yes'>
</span>n<span style='mso-spacerun:yes'> </span>31528.6624<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>4<span
style='mso-spacerun:yes'>
</span>y<span style='mso-spacerun:yes'> </span>25501.6181<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>5<span
style='mso-spacerun:yes'>
</span>y<span style='mso-spacerun:yes'> </span>142161.0169<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>6<span
style='mso-spacerun:yes'>
</span>y<span style='mso-spacerun:yes'> </span>56346.1538<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>7<span
style='mso-spacerun:yes'>
</span>y<span style='mso-spacerun:yes'> </span>671215.8809<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>8<span
style='mso-spacerun:yes'> </span>y <span
style='mso-spacerun:yes'> </span>192592.5926<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>9<span
style='mso-spacerun:yes'>
</span>y<span style='mso-spacerun:yes'> </span>385267.8571<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>10<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>269010.0430<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>11<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>67777.7778<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>12<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>201988.6364<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>13<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>91373.8019<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>14<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>101904.7619<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>15<span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>487.7506<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>16<span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>1399.2248<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>17<span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>3590.2335<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>18<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>2800.9709<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>19<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>26758.4746<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>20<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>23038.4615<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>21<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>164640.1985<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>22<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>29861.1111<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>23<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>46473.2143<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>24<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>72022.9555<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>25<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>3881.4815<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>26<span style='mso-spacerun:yes'> </span><span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>28503.7879<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>27<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>15543.1310<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>28<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>11714.2857<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>29<span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>77.2829
RANTES<span style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>30<span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>0.0000
RANTES<span style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>31<span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>1036.0934 RANTES<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>32<span
style='mso-spacerun:yes'> </span><span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>851.1327 RANTES<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>33<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>3190.6780 RANTES<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>34<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>3984.6154 RANTES<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>35<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>35980.1489 RANTES<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>36<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>10185.1852 RANTES<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>37<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>8705.3571 RANTES<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>38<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span><span
style='mso-spacerun:yes'> </span>3902.4390 RANTES<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>39<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>4074.0741 RANTES<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>40<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>5473.4848 RANTES<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>41<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>3000.0000 RANTES<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>42<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>4685.7143 RANTES<span
style='mso-spacerun:yes'> </span>3<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>43<span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>11715.2104<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>44<span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>60046.1894<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>45<span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>77088.0361<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>46<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>66242.0382<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>47<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>226551.2266<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>48<span
style='mso-spacerun:yes'> </span>y
1205766.7100<span style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>49<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>519553.0726<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>50<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>90790.8992<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>51<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>635601.1184<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>52<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>692076.2287<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>53<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>122442.2442<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>54<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>561085.9729<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>55<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>501930.5019<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>56<span style='mso-spacerun:yes'> </span><span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>848101.2658<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>57<span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>1268.6084<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>58<span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>16859.1224<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>59<span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>60835.2144<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>60<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>5171.9745<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>61<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>734487.7345<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>62<span
style='mso-spacerun:yes'> </span><span
style='mso-spacerun:yes'> </span>y<span style='mso-spacerun:yes'>
</span>238532.1101<span style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>63<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>60055.8659<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>64<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>3661.9718<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>65<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>287045.6664<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>66<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>308926.7803<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>67<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>11782.1782<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>68<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span><span
style='mso-spacerun:yes'> </span>76923.0769<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>69<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>214414.4144<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>70<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>379746.8354<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>71<span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>288.9968 RANTES<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>72<span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>923.7875 RANTES<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>73<span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>22404.0632 RANTES<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>74<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>1968.1529 RANTES<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>75<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>53968.2540 RANTES<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>76<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>26430.7558 RANTES<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>77<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>5586.5922 RANTES<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>78<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>369.4475 RANTES<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>79<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>18434.2964 RANTES<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>80<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>40621.8656 RANTES<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>81<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>1790.4290 RANTES<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>82<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>3400.4525 RANTES<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>83<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>22535.3925 RANTES<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>84<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>15875.5274 RANTES<span
style='mso-spacerun:yes'> </span>1<span
style='mso-spacerun:yes'> </span><span class=SpellE>1</span><o:p></o:p></p>
<p class=MsoNormal>85<span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>27902.3747<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>86<span style='mso-spacerun:yes'> </span><span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>10582.0106<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>87<span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>38611.1111<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>88<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>234274.1935<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>89<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>583682.0084<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>90<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>42348.7544<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>91<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>438288.2883<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>92<span
style='mso-spacerun:yes'> </span><span
style='mso-spacerun:yes'> </span>y<span style='mso-spacerun:yes'>
</span>191954.0230<span style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>93<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>456976.7442<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>94<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>634146.3415<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>95<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>79090.9091<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>96<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>160169.4915<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>97<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>137213.7405<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>98<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>223870.9677<span
style='mso-spacerun:yes'> </span>Il1b<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>99<span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>1269.9501<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>100<span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>1023.8663<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>101<span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>3119.2661<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>102<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>19849.4826<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>103<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>22765.2174<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>104<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>4586.5922<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>105<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>34254.4732<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>106<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>17162.9779<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>107<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>27427.6860<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>108<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>72821.7426<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>109<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>3624.4541<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>110 <span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>7972.9730<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>111<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>7472.3247<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>112<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>1603.3654<span
style='mso-spacerun:yes'> </span>MIP1a<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>113<span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>140.8978 RANTES<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>114<span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>0.0000
RANTES<span style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>115<span
style='mso-spacerun:yes'> </span>n<span
style='mso-spacerun:yes'> </span>324.7706 RANTES<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>-1<o:p></o:p></p>
<p class=MsoNormal>116<span style='mso-spacerun:yes'>
</span><span style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>680.1505 RANTES<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>117<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>2208.6957 RANTES<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>118<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>0.0000
RANTES<span style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>119<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>2775.3479 RANTES<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>120<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>547.2837 RANTES<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>121<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>1173.5537 RANTES<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>122<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span><span
style='mso-spacerun:yes'> </span>2334.1327 RANTES<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>123<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>1213.9738 RANTES<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>124<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>417.2973 RANTES<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>125<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>492.6199 RANTES<span
style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>126<span
style='mso-spacerun:yes'> </span>y<span
style='mso-spacerun:yes'> </span>0.0000
RANTES<span style='mso-spacerun:yes'> </span>5<span
style='mso-spacerun:yes'> </span>1<o:p></o:p></p>
<p class=MsoNormal>> <o:p></o:p></p>
<p class=MsoNormal>> <span class=SpellE>aaron.df</span><-<span
class=SpellE>data.frame</span>(<span class=SpellE>aaron</span>,
"truth"=<span class=SpellE>as.numeric</span>(<span class=SpellE>aaron$status</span>)-1)<o:p></o:p></p>
<p class=MsoNormal>> <o:p></o:p></p>
<p class=MsoNormal>> <o:p></o:p></p>
<p class=MsoNormal>> library(<span class=SpellE>DiagnosisMed</span>)<o:p></o:p></p>
<p class=MsoNormal>> <o:p></o:p></p>
<p class=MsoNormal>> <o:p></o:p></p>
<p class=MsoNormal>> ROC(test=<span class=SpellE>aaron.df</span>[<span
class=SpellE>aaron.df$time</span>==5&aaron.df$marker=="Il1b","y"],
<o:p></o:p></p>
<p class=MsoNormal>+<span
style='mso-spacerun:yes'>
</span>gold=aaron.df[aaron.df$time==5&aaron.df$marker=="Il1b","truth.1"],<o:p></o:p></p>
<p class=MsoNormal>+<span style='mso-spacerun:yes'>
</span>CL = 0.95)<o:p></o:p></p>
<p class=MsoNormal>Error in `<span class=SpellE>row.names</span><-.<span
class=SpellE>data.frame</span>`(`*<span class=SpellE>tmp</span>*`, value =
c("Max. Accuracy",<span style='mso-spacerun:yes'> </span>: <o:p></o:p></p>
<p class=MsoNormal><span style='mso-spacerun:yes'> </span>invalid '<span
class=SpellE>row.names</span>' length<o:p></o:p></p>
<p class=MsoNormal>><o:p> </o:p></p>
<p class=MsoNormal><o:p> </o:p></p>
<p class=MsoNormal><b style='mso-bidi-font-weight:normal'><span
style='mso-fareast-font-family:"Times New Roman";color:#1F497D;mso-no-proof:
yes'>J. Wade Davis, PhD<o:p></o:p></span></b></p>
<p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman";
color:#1F497D;mso-no-proof:yes'>Assistant Professor<o:p></o:p></span></p>
<p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman";
color:#1F497D;mso-no-proof:yes'>187 Galena DC 018.0<o:p></o:p></span></p>
<p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman";
color:#1F497D;mso-no-proof:yes'>University of Missouri<o:p></o:p></span></p>
<p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman";
color:#1F497D;mso-no-proof:yes'>Columbia, MO 65212<o:p></o:p></span></p>
<p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman";
color:#1F497D;mso-no-proof:yes'>Phone: (573) 882-0770<o:p></o:p></span></p>
<p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman";
color:#1F497D;mso-no-proof:yes'>Fax: (573) 884-4196<o:p></o:p></span></p>
<p class=MsoNormal><span style='mso-fareast-font-family:"Times New Roman";
mso-no-proof:yes'><a
href="http://som.missouri.edu/Research/BioStat/Default.aspx">MU Biostatistics
Group</a><span style='color:#1F497D'><o:p></o:p></span></span></p>
<p class=MsoNormal><o:p> </o:p></p>
</div>
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