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Date:   Fri, 23 Oct 2009 15:41:31 -0400
Reply-To:   Art@DrKendall.org
Sender:   "SPSSX(r) Discussion" <SPSSX-L@LISTSERV.UGA.EDU>
From:   Art Kendall <Art@DrKendall.org>
Organization:   Social Research Consultants
Subject:   Re: change the 95% confidence interval for linear regression?
Comments:   To: Joanne Tsai <jtsai@targetrx.com>
In-Reply-To:   <B2A95412067E5C4CBA09E2E92D81BF290DF5FC0A@TRX-V01.targetrx.com>
Content-type:   text/html; charset=ISO-8859-1

<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN"> <html> <head> <meta content="text/html;charset=ISO-8859-1" http-equiv="Content-Type"> </head> <body bgcolor="#ffffff" text="#000000"> Why would you want to change it?<br> In my experience few if any decision makers (including statisticians) can deal with comparing results at different confidence levels.<br> For cognitive psychological reasons but not necessarily mathematical reasons I often recommend that we stick with 95%. The same way that chemists usually stick to "at standard temperature and pressure". <br> In addition, in many environments people with just a smattering of exposure to stat see using unconventional confidence levels as a red flag.<br> <br> Art Kendall<br> Social Research Consultants<br> <br> Joanne Tsai wrote: <blockquote cite="mid:B2A95412067E5C4CBA09E2E92D81BF290DF5FC0A@TRX-V01.targetrx.com" type="cite"> <meta http-equiv="Content-Type" content="text/html; "> <meta name="Generator" content="Microsoft Word 11 (filtered medium)"> <style> <!-- /* Font Definitions */ @font-face {font-family:SimSun; panose-1:2 1 6 0 3 1 1 1 1 1;} @font-face {font-family:"\@SimSun"; panose-1:2 1 6 0 3 1 1 1 1 1;} /* Style Definitions */ p.MsoNormal, li.MsoNormal, div.MsoNormal {margin:0in; margin-bottom:.0001pt; font-size:12.0pt; font-family:"Times New Roman";} a:link, span.MsoHyperlink {color:blue; text-decoration:underline;} a:visited, span.MsoHyperlinkFollowed {color:purple; text-decoration:underline;} span.EmailStyle17 {mso-style-type:personal-compose; font-family:Arial; color:windowtext;} @page Section1 {size:8.5in 11.0in; margin:1.0in 1.25in 1.0in 1.25in;} div.Section1 {page:Section1;} --> </style> <div class="Section1"> <p class="MsoNormal"><font face="Arial" size="2"><span style="font-size: 10pt; font-family: Arial;">Hi, SPSS users;<o:p></o:p></span></font></p> <p class="MsoNormal"><font face="Arial" size="2"><span style="font-size: 10pt; font-family: Arial;"><o:p>&nbsp;</o:p></span></font></p> <p class="MsoNormal"><font face="Arial" size="2"><span style="font-size: 10pt; font-family: Arial;">I am wondering if there is any way I can change the 95% confidence interval for B to 90% or 85%? <o:p></o:p></span></font></p> <p class="MsoNormal"><font face="Arial" size="2"><span style="font-size: 10pt; font-family: Arial;"><o:p>&nbsp;</o:p></span></font></p> <p class="MsoNormal"><font face="Arial" size="2"><span style="font-size: 10pt; font-family: Arial;">This is the syntax I currently I have,&nbsp; if someone could please tell me how to modify it, I&#8217;d greatly appreciate it. <o:p></o:p></span></font></p> <p class="MsoNormal"><font face="Arial" size="2"><span style="font-size: 10pt; font-family: Arial;"><o:p>&nbsp;</o:p></span></font></p> <p class="MsoNormal"><font face="Arial" size="2"><span style="font-size: 10pt; font-family: Arial;">Thank you <o:p></o:p></span></font></p> <p class="MsoNormal"><font face="Arial" size="2"><span style="font-size: 10pt; font-family: Arial;"><o:p>&nbsp;</o:p></span></font></p> <p class="MsoNormal"><font face="Arial" size="2"><span style="font-size: 10pt; font-family: Arial;"><o:p>&nbsp;</o:p></span></font></p> <p class="MsoNormal"><font face="Arial" size="2"><span style="font-size: 10pt; font-family: Arial;">*************************************************************************************************************<o:p></o:p></span></font></p> <p class="MsoNormal"><font face="Arial" size="2"><span style="font-size: 10pt; font-family: Arial;"><o:p>&nbsp;</o:p></span></font></p> <p class="MsoNormal"><font face="Arial" size="2"><span style="font-size: 10pt; font-family: Arial;">Sort cases by Prod. <o:p></o:p></span></font></p> <p class="MsoNormal"><font face="Arial" size="2"><span style="font-size: 10pt; font-family: Arial;">Split file by prod.<o:p></o:p></span></font></p> <p class="MsoNormal"><font face="Arial" size="2"><span style="font-size: 10pt; font-family: Arial;"><o:p>&nbsp;</o:p></span></font></p> <p class="MsoNormal"><font face="Arial" size="2"><span style="font-size: 10pt; font-family: Arial;">REGRESSION<o:p></o:p></span></font></p> <p class="MsoNormal"><font face="Arial" size="2"><span style="font-size: 10pt; font-family: Arial;">&nbsp; /MISSING LISTWISE<o:p></o:p></span></font></p> <p class="MsoNormal"><font face="Arial" size="2"><span style="font-size: 10pt; font-family: Arial;">&nbsp; /STATISTICS COEFF OUTS CI R ANOVA<o:p></o:p></span></font></p> <p class="MsoNormal"><font face="Arial" size="2"><span style="font-size: 10pt; font-family: Arial;">&nbsp; /CRITERIA=PIN(.05) POUT(.10)<o:p></o:p></span></font></p> <p class="MsoNormal"><font face="Arial" size="2"><span style="font-size: 10pt; font-family: Arial;">&nbsp; /NOORIGIN<o:p></o:p></span></font></p> <p class="MsoNormal"><font face="Arial" size="2"><span style="font-size: 10pt; font-family: Arial;">&nbsp; /DEPENDENT score<o:p></o:p></span></font></p> <p class="MsoNormal"><font face="Arial" size="2"><span style="font-size: 10pt; font-family: Arial;">&nbsp; /METHOD=ENTER piece.<o:p></o:p></span></font></p> <p class="MsoNormal"><font face="Arial" size="2"><span style="font-size: 10pt; font-family: Arial;"><o:p>&nbsp;</o:p></span></font></p> <p class="MsoNormal"><font face="Arial" size="2"><span style="font-size: 10pt; font-family: Arial;">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span></font><b><font color="black" size="1"><span style="font-size: 9pt; color: black; font-weight: bold;">Coefficients(a)<o:p></o:p></span></font></b></p> <p class="MsoNormal" style=""><b><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black; font-weight: bold;"><o:p>&nbsp;</o:p></span></font></b></p> <table class="MsoNormalTable" style="margin-left: 4.65pt; border-collapse: collapse;" border="0" cellpadding="0" cellspacing="0"> <tbody> <tr style="height: 19.4pt;" height="26"> <td rowspan="2" style="border-style: solid none solid solid; border-color: black -moz-use-text-color black black; border-width: 1.5pt medium 1.5pt 1.5pt; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 97.9pt; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 19.4pt;" bgcolor="white" valign="bottom" width="131"> <p class="MsoNormal" style=""><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">PROD<o:p></o:p></span></font></p> </td> <td rowspan="2" style="border-style: solid none; border-color: black -moz-use-text-color; border-width: 1.5pt medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 38.15pt; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 19.4pt;" bgcolor="white" valign="bottom" width="51"> <p class="MsoNormal" style=""><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">Model<o:p></o:p></span></font></p> </td> <td rowspan="2" style="border-style: solid solid solid none; border-color: black black black -moz-use-text-color; border-width: 1.5pt 1.5pt 1.5pt medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 56.85pt; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 19.4pt;" bgcolor="white" valign="bottom" width="76"> <p class="MsoNormal" style=""><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">&nbsp;<o:p></o:p></span></font></p> </td> <td colspan="2" style="border-style: solid solid solid none; border-color: black black black -moz-use-text-color; border-width: 1.5pt 1pt 1pt medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 1.5in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 19.4pt;" bgcolor="white" height="26" valign="bottom" width="144"> <p class="MsoNormal" style="text-align: center;" align="center"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">Unstandardized Coefficients<o:p></o:p></span></font></p> </td> <td style="border-style: solid solid solid none; border-color: black black black -moz-use-text-color; border-width: 1.5pt 1pt 1pt medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 72.7pt; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 19.4pt;" bgcolor="white" height="26" valign="bottom" width="97"> <p class="MsoNormal" style="text-align: center;" align="center"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">Standardized Coefficients<o:p></o:p></span></font></p> </td> <td rowspan="2" style="border-style: solid solid solid none; border-color: black black black -moz-use-text-color; border-width: 1.5pt 1pt 1.5pt medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.75in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 19.4pt;" bgcolor="white" valign="bottom" width="72"> <p class="MsoNormal" style="text-align: center;" align="center"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">t<o:p></o:p></span></font></p> </td> <td rowspan="2" style="border-style: solid solid solid none; border-color: black black black -moz-use-text-color; border-width: 1.5pt 1pt 1.5pt medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.75in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 19.4pt;" bgcolor="white" valign="bottom" width="72"> <p class="MsoNormal" style="text-align: center;" align="center"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">Sig.<o:p></o:p></span></font></p> </td> <td colspan="2" style="border-style: solid solid solid none; border-color: black black black -moz-use-text-color; border-width: 1.5pt 1.5pt 1pt medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 1.9in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 19.4pt;" bgcolor="white" height="26" valign="bottom" width="182"> <p class="MsoNormal" style="text-align: center;" align="center"><font color="black" face="Arial" size="1"><span style="background: yellow none repeat scroll 0%; font-size: 9pt; font-family: Arial; color: black; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial;">95% Confidence Interval for B<o:p></o:p></span></font></p> </td> </tr> <tr style="height: 19.4pt;" height="26"> <p class="MsoNormal" style=""><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">&nbsp;&nbsp;&nbsp;</span></font> </p> <td style="border-style: none solid solid none; border-color: -moz-use-text-color black black -moz-use-text-color; border-width: medium 1pt 1.5pt medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.75in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 19.4pt;" bgcolor="white" height="26" valign="bottom" width="72"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">B<o:p></o:p></span></font></td> <td style="border-style: none solid solid none; border-color: -moz-use-text-color black black -moz-use-text-color; border-width: medium 1pt 1.5pt medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.75in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 19.4pt;" bgcolor="white" height="26" valign="bottom" width="72"> <p class="MsoNormal" style="text-align: center;" align="center"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">Std. Error<o:p></o:p></span></font></p> </td> <td style="border-style: none solid solid none; border-color: -moz-use-text-color black black -moz-use-text-color; border-width: medium 1pt 1.5pt medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 72.7pt; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 19.4pt;" bgcolor="white" height="26" valign="bottom" width="97"> <p class="MsoNormal" style="text-align: center;" align="center"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">Beta<o:p></o:p></span></font></p> </td> <p class="MsoNormal" style="text-align: center;" align="center"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">&nbsp;&nbsp;</span></font> </p> <td style="border-style: none solid solid none; border-color: -moz-use-text-color black black -moz-use-text-color; border-width: medium 1pt 1.5pt medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.95in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 19.4pt;" bgcolor="white" height="26" valign="bottom" width="91"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">Lower Bound<o:p></o:p></span></font></td> <td style="border-style: none solid solid none; border-color: -moz-use-text-color black black -moz-use-text-color; border-width: medium 1.5pt 1.5pt medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.95in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 19.4pt;" bgcolor="white" height="26" valign="bottom" width="91"> <p class="MsoNormal" style="text-align: center;" align="center"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">Upper Bound<o:p></o:p></span></font></p> </td> </tr> <tr style="height: 13.65pt;" height="18"> <td rowspan="2" style="border-style: none none none solid; border-color: -moz-use-text-color -moz-use-text-color -moz-use-text-color black; border-width: medium medium medium 1.5pt; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 97.9pt; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" valign="top" width="131"> <p class="MsoNormal" style=""><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">A<o:p></o:p></span></font></p> </td> <td rowspan="2" style="border: medium none ; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 38.15pt; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" valign="top" width="51"> <p class="MsoNormal" style=""><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">1<o:p></o:p></span></font></p> </td> <td style="border-style: none solid none none; border-color: -moz-use-text-color black -moz-use-text-color -moz-use-text-color; border-width: medium 1.5pt medium medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 56.85pt; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" valign="top" width="76"> <p class="MsoNormal" style=""><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">(Constant)<o:p></o:p></span></font></p> </td> <td style="border-style: none solid none none; border-color: -moz-use-text-color black -moz-use-text-color -moz-use-text-color; border-width: medium 1pt medium medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.75in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="72"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">50.252<o:p></o:p></span></font></p> </td> <td style="border-style: none solid none none; border-color: -moz-use-text-color black -moz-use-text-color -moz-use-text-color; border-width: medium 1pt medium medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.75in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="72"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">1.580<o:p></o:p></span></font></p> </td> <td style="border-style: none solid none none; border-color: -moz-use-text-color black -moz-use-text-color -moz-use-text-color; border-width: medium 1pt medium medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 72.7pt; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="97"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">&nbsp;<o:p></o:p></span></font></p> </td> <td style="border-style: none solid none none; border-color: -moz-use-text-color black -moz-use-text-color -moz-use-text-color; border-width: medium 1pt medium medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.75in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="72"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">31.809<o:p></o:p></span></font></p> </td> <td style="border-style: none solid none none; border-color: -moz-use-text-color black -moz-use-text-color -moz-use-text-color; border-width: medium 1pt medium medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.75in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="72"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">.000<o:p></o:p></span></font></p> </td> <td style="border-style: none solid none none; border-color: -moz-use-text-color black -moz-use-text-color -moz-use-text-color; border-width: medium 1pt medium medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.95in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="91"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">47.092<o:p></o:p></span></font></p> </td> <td style="border-style: none solid none none; border-color: -moz-use-text-color black -moz-use-text-color -moz-use-text-color; border-width: medium 1.5pt medium medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.95in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="91"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">53.412<o:p></o:p></span></font></p> </td> </tr> <tr style="height: 13.65pt;" height="18"> <p class="MsoNormal" style=""><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">&nbsp;&nbsp;</span></font> </p> <td style="border-style: none solid none none; border-color: -moz-use-text-color black -moz-use-text-color -moz-use-text-color; border-width: medium 1.5pt medium medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 56.85pt; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" valign="top" width="76"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">piece<o:p></o:p></span></font></td> <td style="border-style: none solid none none; border-color: -moz-use-text-color black -moz-use-text-color -moz-use-text-color; border-width: medium 1pt medium medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.75in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="72"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">5.292<o:p></o:p></span></font></p> </td> <td style="border-style: none solid none none; border-color: -moz-use-text-color black -moz-use-text-color -moz-use-text-color; border-width: medium 1pt medium medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.75in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="72"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">3.934<o:p></o:p></span></font></p> </td> <td style="border-style: none solid none none; border-color: -moz-use-text-color black -moz-use-text-color -moz-use-text-color; border-width: medium 1pt medium medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 72.7pt; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="97"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">.171<o:p></o:p></span></font></p> </td> <td style="border-style: none solid none none; border-color: -moz-use-text-color black -moz-use-text-color -moz-use-text-color; border-width: medium 1pt medium medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.75in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="72"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">1.345<o:p></o:p></span></font></p> </td> <td style="border-style: none solid none none; border-color: -moz-use-text-color black -moz-use-text-color -moz-use-text-color; border-width: medium 1pt medium medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.75in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="72"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">.184<o:p></o:p></span></font></p> </td> <td style="border-style: none solid none none; border-color: -moz-use-text-color black -moz-use-text-color -moz-use-text-color; border-width: medium 1pt medium medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.95in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="91"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">-2.576<o:p></o:p></span></font></p> </td> <td style="border-style: none solid none none; border-color: -moz-use-text-color black -moz-use-text-color -moz-use-text-color; border-width: medium 1.5pt medium medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.95in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="91"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">13.161<o:p></o:p></span></font></p> </td> </tr> <tr style="height: 13.65pt;" height="18"> <td rowspan="2" style="border-style: none none solid solid; border-color: -moz-use-text-color -moz-use-text-color black black; border-width: medium medium 1.5pt 1.5pt; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 97.9pt; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" valign="top" width="131"> <p class="MsoNormal" style=""><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">B<o:p></o:p></span></font></p> </td> <td rowspan="2" style="border-style: none none solid; border-color: -moz-use-text-color -moz-use-text-color black; border-width: medium medium 1.5pt; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 38.15pt; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" valign="top" width="51"> <p class="MsoNormal" style=""><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">1<o:p></o:p></span></font></p> </td> <td style="border-style: none solid none none; border-color: -moz-use-text-color black -moz-use-text-color -moz-use-text-color; border-width: medium 1.5pt medium medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 56.85pt; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" valign="top" width="76"> <p class="MsoNormal" style=""><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">(Constant)<o:p></o:p></span></font></p> </td> <td style="border-style: none solid none none; border-color: -moz-use-text-color black -moz-use-text-color -moz-use-text-color; border-width: medium 1pt medium medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.75in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="72"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">49.183<o:p></o:p></span></font></p> </td> <td style="border-style: none solid none none; border-color: -moz-use-text-color black -moz-use-text-color -moz-use-text-color; border-width: medium 1pt medium medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.75in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="72"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">1.903<o:p></o:p></span></font></p> </td> <td style="border-style: none solid none none; border-color: -moz-use-text-color black -moz-use-text-color -moz-use-text-color; border-width: medium 1pt medium medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 72.7pt; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="97"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">&nbsp;<o:p></o:p></span></font></p> </td> <td style="border-style: none solid none none; border-color: -moz-use-text-color black -moz-use-text-color -moz-use-text-color; border-width: medium 1pt medium medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.75in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="72"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">25.845<o:p></o:p></span></font></p> </td> <td style="border-style: none solid none none; border-color: -moz-use-text-color black -moz-use-text-color -moz-use-text-color; border-width: medium 1pt medium medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.75in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="72"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">.000<o:p></o:p></span></font></p> </td> <td style="border-style: none solid none none; border-color: -moz-use-text-color black -moz-use-text-color -moz-use-text-color; border-width: medium 1pt medium medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.95in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="91"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">45.376<o:p></o:p></span></font></p> </td> <td style="border-style: none solid none none; border-color: -moz-use-text-color black -moz-use-text-color -moz-use-text-color; border-width: medium 1.5pt medium medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.95in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="91"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">52.989<o:p></o:p></span></font></p> </td> </tr> <tr style="height: 13.65pt;" height="18"> <p class="MsoNormal" style=""><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">&nbsp;&nbsp;</span></font> </p> <td style="border-style: none solid solid none; border-color: -moz-use-text-color black black -moz-use-text-color; border-width: medium 1.5pt 1.5pt medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 56.85pt; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" valign="top" width="76"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">piece<o:p></o:p></span></font></td> <td style="border-style: none solid solid none; border-color: -moz-use-text-color black black -moz-use-text-color; border-width: medium 1pt 1.5pt medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.75in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="72"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">4.778<o:p></o:p></span></font></p> </td> <td style="border-style: none solid solid none; border-color: -moz-use-text-color black black -moz-use-text-color; border-width: medium 1pt 1.5pt medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.75in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="72"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">5.664<o:p></o:p></span></font></p> </td> <td style="border-style: none solid solid none; border-color: -moz-use-text-color black black -moz-use-text-color; border-width: medium 1pt 1.5pt medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 72.7pt; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="97"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">.108<o:p></o:p></span></font></p> </td> <td style="border-style: none solid solid none; border-color: -moz-use-text-color black black -moz-use-text-color; border-width: medium 1pt 1.5pt medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.75in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="72"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">.844<o:p></o:p></span></font></p> </td> <td style="border-style: none solid solid none; border-color: -moz-use-text-color black black -moz-use-text-color; border-width: medium 1pt 1.5pt medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.75in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="72"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">.402<o:p></o:p></span></font></p> </td> <td style="border-style: none solid solid none; border-color: -moz-use-text-color black black -moz-use-text-color; border-width: medium 1pt 1.5pt medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.95in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="91"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">-6.551<o:p></o:p></span></font></p> </td> <td style="border-style: none solid solid none; border-color: -moz-use-text-color black black -moz-use-text-color; border-width: medium 1.5pt 1.5pt medium; padding: 0in 4.65pt; background: white none repeat scroll 0%; width: 0.95in; -moz-background-clip: -moz-initial; -moz-background-origin: -moz-initial; -moz-background-inline-policy: -moz-initial; height: 13.65pt;" bgcolor="white" height="18" width="91"> <p class="MsoNormal" style="text-align: right;" align="right"><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">16.107<o:p></o:p></span></font></p> </td> </tr> </tbody> </table> <p class="MsoNormal" style=""><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;">a&nbsp; Dependent Variable: score<o:p></o:p></span></font></p> <p class="MsoNormal" style=""><font color="black" face="Arial" size="1"><span style="font-size: 9pt; font-family: Arial; color: black;"><o:p>&nbsp;</o:p></span></font></p> <p class="MsoNormal"><font face="Arial" size="2"><span style="font-size: 10pt; font-family: Arial;"><o:p>&nbsp;</o:p></span></font></p> </div> </blockquote> </body> </html>

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