#!/bin/sh
# This is a shell archive (produced by GNU shar 4.0).
# To extract the files from this archive, save it to some FILE, remove
# everything before the `!/bin/sh' line above, then type `sh FILE'.
#
# Made on 1999-12-09 10:18 CST by <bturlach@stats.adelaide.edu.au>.
# Source directory was `/usr/users/stats/staff/bturlach/Splus3/Develop/Lasso2'.
#
# Existing files will *not* be overwritten unless `-c' is specified.
#
# This shar contains:
# length mode       name
# ------ ---------- ------------------------------------------
# 415020 -rw-r--r-- Lasso2/Doc/Manual.ps
# 194151 -rw-r--r-- Lasso2/Doc/justin.lokhorst.ps.gz
#  24369 -r--r--r-- Lasso2/lasso.c
#   2027 -r--r--r-- Lasso2/Iowa.d
#   1893 -r--r--r-- Lasso2/Prostate.d
#   1545 -r--r--r-- Lasso2/[.l1celist.d
#   1545 -r--r--r-- Lasso2/[[.l1celist.d
#   1285 -r--r--r-- Lasso2/aux.d
#   1233 -r--r--r-- Lasso2/aux.l1celist.d
#   1404 -r--r--r-- Lasso2/coef.l1ce.d
#   1461 -r--r--r-- Lasso2/coef.l1celist.d
#    314 -r--r--r-- Lasso2/deviance.gl1ce.d
#   1265 -r--r--r-- Lasso2/deviance.l1ce.d
#   1286 -r--r--r-- Lasso2/deviance.l1celist.d
#   1251 -r--r--r-- Lasso2/fitted.l1ce.d
#   1271 -r--r--r-- Lasso2/fitted.l1celist.d
#   1357 -r--r--r-- Lasso2/gcv.d
#   1727 -r--r--r-- Lasso2/gcv.l1ce.d
#   1747 -r--r--r-- Lasso2/gcv.l1celist.d
#   3828 -r--r--r-- Lasso2/gl1ce.d
#   3596 -r--r--r-- Lasso2/gl1ce.object.d
#   1120 -r--r--r-- Lasso2/is.formula.d
#   4194 -r--r--r-- Lasso2/l1ce.d
#   1355 -r--r--r-- Lasso2/tr.d
#   4528 -r--r--r-- Lasso2/l1ce.object.d
#   3251 -r--r--r-- Lasso2/l1celist.object.d
#   1251 -r--r--r-- Lasso2/labels.l1ce.d
#   1271 -r--r--r-- Lasso2/labels.l1celist.d
#   1202 -r--r--r-- Lasso2/merge.formula.d
#   1688 -r--r--r-- Lasso2/plot.l1celist.d
#   1512 -r--r--r-- Lasso2/predict.gl1ce.d
#   1987 -r--r--r-- Lasso2/predict.l1ce.d
#    299 -r--r--r-- Lasso2/print.gl1ce.d
#   1230 -r--r--r-- Lasso2/print.l1ce.d
#   1250 -r--r--r-- Lasso2/print.l1celist.d
#    366 -r--r--r-- Lasso2/print.summary.gl1ce.d
#   1308 -r--r--r-- Lasso2/print.summary.l1ce.d
#   1312 -r--r--r-- Lasso2/residuals.gl1ce.d
#   1282 -r--r--r-- Lasso2/residuals.l1ce.d
#   1302 -r--r--r-- Lasso2/residuals.l1celist.d
#   1117 -r--r--r-- Lasso2/summary.gl1ce.d
#   4774 -r--r--r-- Lasso2/summary.l1ce.d
#   1331 -r--r--r-- Lasso2/vcov.d
#   1724 -r--r--r-- Lasso2/vcov.l1ce.d
#   1744 -r--r--r-- Lasso2/vcov.l1celist.d
#   1435 -rw-r--r-- Lasso2/First.lib.q
#   5614 -r--r--r-- Lasso2/Iowa.q
#  12314 -r--r--r-- Lasso2/Prostate.q
#   1502 -r--r--r-- Lasso2/coef.q
#   1422 -r--r--r-- Lasso2/deviance.q
#   1053 -r--r--r-- Lasso2/fitted.q
#     31 -rw-r--r-- Lasso2/force_ld.q
#   1298 -r--r--r-- Lasso2/formula.util.q
#   1694 -r--r--r-- Lasso2/gcv.q
#   7796 -r--r--r-- Lasso2/gl1ce.q
#  10170 -r--r--r-- Lasso2/l1ce.q
#   1385 -r--r--r-- Lasso2/labels.q
#   2290 -r--r--r-- Lasso2/misc.q
#   1221 -r--r--r-- Lasso2/plot.q
#   3177 -r--r--r-- Lasso2/predict.q
#   5077 -r--r--r-- Lasso2/print.q
#   2368 -r--r--r-- Lasso2/residuals.q
#   3108 -r--r--r-- Lasso2/summary.q
#   3347 -r--r--r-- Lasso2/vcov.q
#   2691 -r--r--r-- Lasso2/lasso.h
#   7412 -rw-r--r-- Lasso2/Makefile
#  25266 -rw-r--r-- Lasso2/COPYING.LIB
#    292 -rw-r--r-- Lasso2/README
#   3495 -rw-r--r-- Lasso2/README.1st
#   2192 -rw-r--r-- Lasso2/README.INSTALL
#    113 -rw-r--r-- Lasso2/README.pd
#  10312 -rw-r--r-- Lasso2/ChangeLog
#
touch -am 1231235999 $$.touch >/dev/null 2>&1
if test ! -f 1231235999 && test -f $$.touch; then
  shar_touch=touch
else
  shar_touch=:
  echo 'WARNING: not restoring timestamps'
fi
rm -f 1231235999 $$.touch
#
# ============= Lasso2/Doc/Manual.ps ==============
if test ! -d 'Lasso2'; then
  echo 'x - creating directory Lasso2'
  mkdir 'Lasso2'
fi
if test ! -d 'Lasso2/Doc'; then
  echo 'x - creating directory Lasso2/Doc'
  mkdir 'Lasso2/Doc'
fi
if test -f 'Lasso2/Doc/Manual.ps' && test X"$1" != X"-c"; then
  echo 'x - skipping Lasso2/Doc/Manual.ps (File already exists)'
else
  echo 'x - extracting Lasso2/Doc/Manual.ps (text)'
  sed 's/^X//' << 'SHAR_EOF' > 'Lasso2/Doc/Manual.ps' &&
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dup 85 /U put
dup 86 /V put
dup 89 /Y put
dup 90 /Z put
dup 91 /bracketleft put
dup 93 /bracketright put
dup 97 /a put
dup 98 /b put
dup 99 /c put
dup 100 /d put
dup 101 /e put
dup 102 /f put
dup 103 /g put
dup 104 /h put
dup 105 /i put
dup 106 /j put
dup 107 /k put
dup 108 /l put
dup 109 /m put
dup 110 /n put
dup 111 /o put
dup 112 /p put
dup 113 /q put
dup 114 /r put
dup 115 /s put
dup 116 /t put
dup 117 /u put
dup 118 /v put
dup 119 /w put
dup 120 /x put
dup 121 /y put
dup 122 /z put
dup 123 /braceleft put
dup 124 /bar put
dup 125 /braceright put
dup 126 /asciitilde put
readonly def
/FontBBox{-4 -235 731 800}readonly def
/UniqueID 5000832 def
currentdict end
currentfile eexec
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cleartomark
X
%%EndFont 
%%BeginFont: CMSS10
%!PS-AdobeFont-1.1: CMSS10 1.0
%%CreationDate: 1991 Aug 20 17:33:34
X
% Copyright (C) 1997 American Mathematical Society.  All Rights Reserved.
X
11 dict begin
/FontInfo 7 dict dup begin
/version (1.0) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMSS10) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
/ItalicAngle 0 def
/isFixedPitch false def
end readonly def
/FontName /CMSS10 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 45 /hyphen put
dup 46 /period put
dup 49 /one put
dup 73 /I put
dup 76 /L put
dup 80 /P put
dup 82 /R put
dup 83 /S put
dup 85 /U put
dup 91 /bracketleft put
dup 97 /a put
dup 98 /b put
dup 99 /c put
dup 101 /e put
dup 103 /g put
dup 105 /i put
dup 106 /j put
dup 108 /l put
dup 109 /m put
dup 111 /o put
dup 112 /p put
dup 114 /r put
dup 115 /s put
dup 116 /t put
dup 117 /u put
dup 119 /w put
dup 121 /y put
readonly def
/FontBBox{-61 -250 999 759}readonly def
/UniqueID 5000803 def
currentdict end
currentfile eexec
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cleartomark
X
%%EndFont 
%%BeginFont: CMBX12
%!PS-AdobeFont-1.1: CMBX12 1.0
%%CreationDate: 1991 Aug 20 16:34:54
X
% Copyright (C) 1997 American Mathematical Society.  All Rights Reserved.
X
11 dict begin
/FontInfo 7 dict dup begin
/version (1.0) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMBX12) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Bold) readonly def
/ItalicAngle 0 def
/isFixedPitch false def
end readonly def
/FontName /CMBX12 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 12 /fi put
dup 45 /hyphen put
dup 49 /one put
dup 50 /two put
dup 51 /three put
dup 52 /four put
dup 53 /five put
dup 54 /six put
dup 65 /A put
dup 67 /C put
dup 68 /D put
dup 69 /E put
dup 71 /G put
dup 72 /H put
dup 73 /I put
dup 76 /L put
dup 77 /M put
dup 80 /P put
dup 82 /R put
dup 83 /S put
dup 84 /T put
dup 85 /U put
dup 87 /W put
dup 97 /a put
dup 98 /b put
dup 99 /c put
dup 100 /d put
dup 101 /e put
dup 102 /f put
dup 103 /g put
dup 104 /h put
dup 105 /i put
dup 107 /k put
dup 108 /l put
dup 109 /m put
dup 110 /n put
dup 111 /o put
dup 112 /p put
dup 114 /r put
dup 115 /s put
dup 116 /t put
dup 117 /u put
dup 118 /v put
dup 119 /w put
dup 120 /x put
dup 122 /z put
readonly def
/FontBBox{-53 -251 1139 750}readonly def
/UniqueID 5000769 def
currentdict end
currentfile eexec
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cleartomark
X
%%EndFont 
%%BeginFont: CMTI10
%!PS-AdobeFont-1.1: CMTI10 1.00B
%%CreationDate: 1992 Feb 19 19:56:16
X
% Copyright (C) 1997 American Mathematical Society.  All Rights Reserved.
X
11 dict begin
/FontInfo 7 dict dup begin
/version (1.00B) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMTI10) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
/ItalicAngle -14.04 def
/isFixedPitch false def
end readonly def
/FontName /CMTI10 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 12 /fi put
dup 18 /grave put
dup 39 /quoteright put
dup 40 /parenleft put
dup 41 /parenright put
dup 44 /comma put
dup 45 /hyphen put
dup 46 /period put
dup 47 /slash put
dup 48 /zero put
dup 49 /one put
dup 50 /two put
dup 51 /three put
dup 52 /four put
dup 54 /six put
dup 55 /seven put
dup 56 /eight put
dup 57 /nine put
dup 58 /colon put
dup 65 /A put
dup 66 /B put
dup 67 /C put
dup 68 /D put
dup 69 /E put
dup 70 /F put
dup 71 /G put
dup 73 /I put
dup 74 /J put
dup 76 /L put
dup 77 /M put
dup 79 /O put
dup 80 /P put
dup 82 /R put
dup 83 /S put
dup 84 /T put
dup 85 /U put
dup 86 /V put
dup 87 /W put
dup 89 /Y put
dup 91 /bracketleft put
dup 96 /quoteleft put
dup 97 /a put
dup 98 /b put
dup 99 /c put
dup 100 /d put
dup 101 /e put
dup 102 /f put
dup 103 /g put
dup 104 /h put
dup 105 /i put
dup 106 /j put
dup 108 /l put
dup 109 /m put
dup 110 /n put
dup 111 /o put
dup 112 /p put
dup 114 /r put
dup 115 /s put
dup 116 /t put
dup 117 /u put
dup 118 /v put
dup 119 /w put
dup 120 /x put
dup 121 /y put
dup 122 /z put
dup 123 /endash put
readonly def
/FontBBox{-163 -250 1146 969}readonly def
/UniqueID 5000828 def
currentdict end
currentfile eexec
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cleartomark
X
%%EndFont 
%%BeginFont: CMCSC10
%!PS-AdobeFont-1.1: CMCSC10 1.0
%%CreationDate: 1991 Aug 18 17:46:49
X
% Copyright (C) 1997 American Mathematical Society.  All Rights Reserved.
X
11 dict begin
/FontInfo 7 dict dup begin
/version (1.0) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMCSC10) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
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/isFixedPitch false def
end readonly def
/FontName /CMCSC10 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
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0 1 255 {1 index exch /.notdef put} for
dup 45 /hyphen put
dup 67 /C put
dup 76 /L put
dup 80 /P put
dup 83 /S put
dup 85 /U put
readonly def
/FontBBox{14 -250 1077 750}readonly def
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currentdict end
currentfile eexec
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cleartomark
X
%%EndFont 
%%BeginFont: CMSY10
%!PS-AdobeFont-1.1: CMSY10 1.0
%%CreationDate: 1991 Aug 15 07:20:57
X
% Copyright (C) 1997 American Mathematical Society.  All Rights Reserved.
X
11 dict begin
/FontInfo 7 dict dup begin
/version (1.0) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMSY10) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
/ItalicAngle -14.035 def
/isFixedPitch false def
end readonly def
/FontName /CMSY10 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 0 /minus put
dup 2 /multiply put
dup 3 /asteriskmath put
dup 15 /bullet put
dup 20 /lessequal put
dup 102 /braceleft put
dup 103 /braceright put
dup 106 /bar put
dup 107 /bardbl put
readonly def
/FontBBox{-29 -960 1116 775}readonly def
/UniqueID 5000820 def
currentdict end
currentfile eexec
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cleartomark
X
%%EndFont 
%%BeginFont: CMEX10
%!PS-AdobeFont-1.1: CMEX10 1.00
%%CreationDate: 1992 Jul 23 21:22:48
X
% Copyright (C) 1997 American Mathematical Society.  All Rights Reserved.
X
11 dict begin
/FontInfo 7 dict dup begin
/version (1.00) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMEX10) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
/ItalicAngle 0 def
/isFixedPitch false def
end readonly def
/FontName /CMEX10 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 48 /parenlefttp put
dup 49 /parenrighttp put
dup 64 /parenleftbt put
dup 65 /parenrightbt put
dup 88 /summationdisplay put
dup 110 /braceleftBig put
dup 111 /bracerightBig put
readonly def
/FontBBox{-24 -2960 1454 772}readonly def
/UniqueID 5000774 def
currentdict end
currentfile eexec
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cleartomark
X
%%EndFont 
%%BeginFont: CMMI6
%!PS-AdobeFont-1.1: CMMI6 1.100
%%CreationDate: 1996 Jul 23 07:53:52
X
% Copyright (C) 1997 American Mathematical Society.  All Rights Reserved.
X
11 dict begin
/FontInfo 7 dict dup begin
/version (1.100) readonly def
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/FullName (CMMI6) readonly def
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/isFixedPitch false def
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currentdict end
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cleartomark
X
%%EndFont 
%%BeginFont: CMR6
%!PS-AdobeFont-1.1: CMR6 1.0
%%CreationDate: 1991 Aug 20 16:39:02
X
% Copyright (C) 1997 American Mathematical Society.  All Rights Reserved.
X
11 dict begin
/FontInfo 7 dict dup begin
/version (1.0) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMR6) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
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end readonly def
/FontName /CMR6 def
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/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
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dup 49 /one put
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readonly def
/FontBBox{-20 -250 1193 750}readonly def
/UniqueID 5000789 def
currentdict end
currentfile eexec
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cleartomark
X
%%EndFont 
%%BeginFont: CMR8
%!PS-AdobeFont-1.1: CMR8 1.0
%%CreationDate: 1991 Aug 20 16:39:40
X
% Copyright (C) 1997 American Mathematical Society.  All Rights Reserved.
X
11 dict begin
/FontInfo 7 dict dup begin
/version (1.0) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMR8) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
/ItalicAngle 0 def
/isFixedPitch false def
end readonly def
/FontName /CMR8 def
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/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
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0 1 255 {1 index exch /.notdef put} for
dup 48 /zero put
dup 49 /one put
dup 50 /two put
dup 61 /equal put
readonly def
/FontBBox{-36 -250 1070 750}readonly def
/UniqueID 5000791 def
currentdict end
currentfile eexec
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cleartomark
X
%%EndFont 
%%BeginFont: CMMI8
%!PS-AdobeFont-1.1: CMMI8 1.100
%%CreationDate: 1996 Jul 23 07:53:54
X
% Copyright (C) 1997 American Mathematical Society.  All Rights Reserved.
X
11 dict begin
/FontInfo 7 dict dup begin
/version (1.100) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMMI8) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
/ItalicAngle -14.04 def
/isFixedPitch false def
end readonly def
/FontName /CMMI8 def
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/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 12 /beta put
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dup 58 /period put
dup 59 /comma put
dup 61 /slash put
dup 63 /star put
dup 84 /T put
dup 105 /i put
dup 106 /j put
dup 109 /m put
dup 110 /n put
dup 112 /p put
readonly def
/FontBBox{-24 -250 1110 750}readonly def
/UniqueID 5087383 def
currentdict end
currentfile eexec
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cleartomark
X
%%EndFont 
%%BeginFont: CMMI10
%!PS-AdobeFont-1.1: CMMI10 1.100
%%CreationDate: 1996 Jul 23 07:53:57
X
% Copyright (C) 1997 American Mathematical Society.  All Rights Reserved.
X
11 dict begin
/FontInfo 7 dict dup begin
/version (1.100) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMMI10) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
/ItalicAngle -14.04 def
/isFixedPitch false def
end readonly def
/FontName /CMMI10 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 12 /beta put
dup 13 /gamma put
dup 58 /period put
dup 59 /comma put
dup 62 /greater put
dup 76 /L put
dup 105 /i put
dup 109 /m put
dup 110 /n put
dup 112 /p put
dup 115 /s put
dup 116 /t put
dup 120 /x put
dup 121 /y put
dup 122 /z put
readonly def
/FontBBox{-32 -250 1048 750}readonly def
/UniqueID 5087385 def
currentdict end
currentfile eexec
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cleartomark
X
%%EndFont 
%%BeginFont: CMR10
%!PS-AdobeFont-1.1: CMR10 1.00B
%%CreationDate: 1992 Feb 19 19:54:52
X
% Copyright (C) 1997 American Mathematical Society.  All Rights Reserved.
X
11 dict begin
/FontInfo 7 dict dup begin
/version (1.00B) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMR10) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
/ItalicAngle 0 def
/isFixedPitch false def
end readonly def
/FontName /CMR10 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 11 /ff put
dup 12 /fi put
dup 13 /fl put
dup 14 /ffi put
dup 34 /quotedblright put
dup 38 /ampersand put
dup 39 /quoteright put
dup 40 /parenleft put
dup 41 /parenright put
dup 44 /comma put
dup 45 /hyphen put
dup 46 /period put
dup 47 /slash put
dup 48 /zero put
dup 49 /one put
dup 50 /two put
dup 51 /three put
dup 52 /four put
dup 53 /five put
dup 54 /six put
dup 55 /seven put
dup 56 /eight put
dup 57 /nine put
dup 58 /colon put
dup 59 /semicolon put
dup 61 /equal put
dup 65 /A put
dup 66 /B put
dup 67 /C put
dup 68 /D put
dup 69 /E put
dup 70 /F put
dup 71 /G put
dup 72 /H put
dup 73 /I put
dup 74 /J put
dup 75 /K put
dup 76 /L put
dup 77 /M put
dup 78 /N put
dup 79 /O put
dup 80 /P put
dup 81 /Q put
dup 82 /R put
dup 83 /S put
dup 84 /T put
dup 85 /U put
dup 86 /V put
dup 87 /W put
dup 89 /Y put
dup 91 /bracketleft put
dup 92 /quotedblleft put
dup 93 /bracketright put
dup 94 /circumflex put
dup 96 /quoteleft put
dup 97 /a put
dup 98 /b put
dup 99 /c put
dup 100 /d put
dup 101 /e put
dup 102 /f put
dup 103 /g put
dup 104 /h put
dup 105 /i put
dup 106 /j put
dup 107 /k put
dup 108 /l put
dup 109 /m put
dup 110 /n put
dup 111 /o put
dup 112 /p put
dup 113 /q put
dup 114 /r put
dup 115 /s put
dup 116 /t put
dup 117 /u put
dup 118 /v put
dup 119 /w put
dup 120 /x put
dup 121 /y put
dup 122 /z put
dup 123 /endash put
dup 126 /tilde put
readonly def
/FontBBox{-251 -250 1009 969}readonly def
/UniqueID 5000793 def
currentdict end
currentfile eexec
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cleartomark
X
%%EndFont 
%%BeginFont: CMR9
%!PS-AdobeFont-1.1: CMR9 1.0
%%CreationDate: 1991 Aug 20 16:39:59
X
% Copyright (C) 1997 American Mathematical Society.  All Rights Reserved.
X
11 dict begin
/FontInfo 7 dict dup begin
/version (1.0) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMR9) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
/ItalicAngle 0 def
/isFixedPitch false def
end readonly def
/FontName /CMR9 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 40 /parenleft put
dup 41 /parenright put
dup 44 /comma put
dup 46 /period put
dup 47 /slash put
dup 48 /zero put
dup 49 /one put
dup 50 /two put
dup 51 /three put
dup 52 /four put
dup 53 /five put
dup 54 /six put
dup 55 /seven put
dup 57 /nine put
dup 59 /semicolon put
dup 65 /A put
dup 66 /B put
dup 67 /C put
dup 68 /D put
dup 69 /E put
dup 70 /F put
dup 71 /G put
dup 72 /H put
dup 73 /I put
dup 76 /L put
dup 77 /M put
dup 78 /N put
dup 79 /O put
dup 80 /P put
dup 81 /Q put
dup 82 /R put
dup 83 /S put
dup 84 /T put
dup 85 /U put
dup 87 /W put
dup 89 /Y put
dup 97 /a put
dup 98 /b put
dup 99 /c put
dup 100 /d put
dup 101 /e put
dup 102 /f put
dup 103 /g put
dup 104 /h put
dup 105 /i put
dup 108 /l put
dup 109 /m put
dup 110 /n put
dup 111 /o put
dup 112 /p put
dup 114 /r put
dup 115 /s put
dup 116 /t put
dup 117 /u put
dup 118 /v put
dup 119 /w put
dup 120 /x put
dup 121 /y put
dup 123 /endash put
readonly def
/FontBBox{-39 -250 1036 750}readonly def
/UniqueID 5000792 def
currentdict end
currentfile eexec
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%%CreationDate: 1991 Aug 15 07:21:34
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% Copyright (C) 1997 American Mathematical Society.  All Rights Reserved.
X
11 dict begin
/FontInfo 7 dict dup begin
/version (1.0) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMSY6) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
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/isFixedPitch false def
end readonly def
/FontName /CMSY6 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
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dup 120 /section put
dup 121 /dagger put
dup 122 /daggerdbl put
readonly def
/FontBBox{-4 -948 1329 786}readonly def
/UniqueID 5000816 def
currentdict end
currentfile eexec
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cleartomark
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%%EndFont 
%%BeginFont: CMBX10
%!PS-AdobeFont-1.1: CMBX10 1.00B
%%CreationDate: 1992 Feb 19 19:54:06
X
% Copyright (C) 1997 American Mathematical Society.  All Rights Reserved.
X
11 dict begin
/FontInfo 7 dict dup begin
/version (1.00B) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMBX10) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Bold) readonly def
/ItalicAngle 0 def
/isFixedPitch false def
end readonly def
/FontName /CMBX10 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 11 /ff put
dup 12 /fi put
dup 48 /zero put
dup 49 /one put
dup 50 /two put
dup 51 /three put
dup 52 /four put
dup 53 /five put
dup 54 /six put
dup 55 /seven put
dup 56 /eight put
dup 57 /nine put
dup 58 /colon put
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dup 68 /D put
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dup 70 /F put
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dup 72 /H put
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dup 78 /N put
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dup 83 /S put
dup 84 /T put
dup 85 /U put
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dup 88 /X put
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dup 98 /b put
dup 99 /c put
dup 100 /d put
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dup 102 /f put
dup 103 /g put
dup 105 /i put
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dup 108 /l put
dup 109 /m put
dup 110 /n put
dup 111 /o put
dup 112 /p put
dup 114 /r put
dup 115 /s put
dup 116 /t put
dup 117 /u put
dup 119 /w put
dup 120 /x put
readonly def
/FontBBox{-301 -250 1164 946}readonly def
/UniqueID 5000768 def
currentdict end
currentfile eexec
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cleartomark
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%%EndFont 
%%BeginFont: CMSY8
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%%CreationDate: 1991 Aug 15 07:22:10
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% Copyright (C) 1997 American Mathematical Society.  All Rights Reserved.
X
11 dict begin
/FontInfo 7 dict dup begin
/version (1.0) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMSY8) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
/ItalicAngle -14.035 def
/isFixedPitch false def
end readonly def
/FontName /CMSY8 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 0 /minus put
dup 120 /section put
dup 121 /dagger put
dup 122 /daggerdbl put
readonly def
/FontBBox{-30 -955 1185 779}readonly def
/UniqueID 5000818 def
currentdict end
currentfile eexec
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cleartomark
X
%%EndFont 
%%BeginFont: CMR12
%!PS-AdobeFont-1.1: CMR12 1.0
%%CreationDate: 1991 Aug 20 16:38:05
X
% Copyright (C) 1997 American Mathematical Society.  All Rights Reserved.
X
11 dict begin
/FontInfo 7 dict dup begin
/version (1.0) readonly def
/Notice (Copyright (C) 1997 American Mathematical Society. All Rights Reserved) readonly def
/FullName (CMR12) readonly def
/FamilyName (Computer Modern) readonly def
/Weight (Medium) readonly def
/ItalicAngle 0 def
/isFixedPitch false def
end readonly def
/FontName /CMR12 def
/PaintType 0 def
/FontType 1 def
/FontMatrix [0.001 0 0 0.001 0 0] readonly def
/Encoding 256 array
0 1 255 {1 index exch /.notdef put} for
dup 44 /comma put
dup 49 /one put
dup 50 /two put
dup 57 /nine put
dup 65 /A put
dup 66 /B put
dup 68 /D put
dup 74 /J put
dup 76 /L put
dup 78 /N put
dup 84 /T put
dup 86 /V put
dup 87 /W put
dup 97 /a put
dup 98 /b put
dup 99 /c put
dup 101 /e put
dup 104 /h put
dup 107 /k put
dup 108 /l put
dup 109 /m put
dup 110 /n put
dup 111 /o put
dup 114 /r put
dup 115 /s put
dup 116 /t put
dup 117 /u put
readonly def
/FontBBox{-34 -251 988 750}readonly def
/UniqueID 5000794 def
currentdict end
currentfile eexec
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% Copyright (C) 1997 American Mathematical Society.  All Rights Reserved.
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% Copyright (C) 1997 American Mathematical Society.  All Rights Reserved.
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11 dict begin
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readonly def
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(for)g(the)225 4617 y(in)m(terpretation)j(of)37 b Fd(object)p
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14 14 bop 131 467 3564 4 v 211 591 a Fd(deviance.l1ce)430
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b(e')33 b(obje)-5 b(ct)412 b Fd(deviance.l1ce)p 131 659
V 225 808 a(deviance.l1ce\(object,)42 b(...\))75 1102
y Fq(Description)225 1330 y Fn(This)f(is)h(a)h(metho)s(d)e(for)h(the)g
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(for)g(the)225 1556 y(in)m(terpretation)j(of)37 b Fd(object)p
Fn(.)p 131 1798 V 211 1922 a Fd(deviance.l1celist)178
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b(elist')33 b(obje)-5 b(ct)162 b Fd(deviance.l1celist)p
131 1991 V 225 2140 a(deviance.l1celist\(object)o(,)42
b(...\))75 2433 y Fq(Description)225 2661 y Fn(This)27
b(is)g(a)h(metho)s(d)e(for)h(the)h(function)f Fd(deviance\(\))e
Fn(for)i(ob)5 b(jects)28 b(inheriting)f(from)g(class)h
Fd(l1celist)p Fn(.)225 2774 y(See)i Fd(deviance)d Fn(or)i
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(this)f(function)g(and)g(for)g(the)225 2887 y(in)m(terpretation)j(of)37
b Fd(object)p Fn(.)p 131 3130 V 211 3254 a Fd(fitted.l1ce)595
b Fe(Use)32 b(`\014tte)-5 b(d\(\)')34 b(on)f(a)g(`l1c)-5
b(e')33 b(obje)-5 b(ct)577 b Fd(fitted.l1ce)p 131 3322
V 225 3472 a(fitted.l1ce\(object,)43 b(...\))75 3765
y Fq(Description)225 3993 y Fn(This)34 b(is)h(a)h(metho)s(d)e(for)h
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b(inheriting)f(from)f(class)i Fd(l1ce)p Fn(.)54 b(See)225
4106 y Fd(fitted)26 b Fn(or)i Fd(fitted.default)c Fn(for)k(the)g
(general)g(b)s(eha)m(vior)g(of)g(this)g(function)g(and)f(for)h(the)g
(in)m(terpre-)225 4219 y(tation)k(of)37 b Fd(object)p
Fn(.)p 131 4462 V 211 4586 a Fd(fitted.l1celist)344 b
Fe(Use)32 b(`\014tte)-5 b(d\(\)')34 b(on)f(a)g(`l1c)-5
b(elist')34 b(obje)-5 b(ct)326 b Fd(fitted.l1celist)p
131 4654 V 225 4803 a(fitted.l1celist\(object,)41 b(...\))75
5097 y Fq(Description)225 5325 y Fn(This)34 b(is)h(a)g(metho)s(d)f(for)
g(the)h(function)f Fd(fitted\(\))f Fn(for)h(ob)5 b(jects)36
b(inheriting)e(from)h(class)g Fd(l1celist)p Fn(.)225
5438 y(See)44 b Fd(fitted)f Fn(or)h Fd(fitted.default)c
Fn(for)j(the)i(general)g(b)s(eha)m(vior)f(of)g(this)g(function)g(and)f
(for)h(the)225 5551 y(in)m(terpretation)32 b(of)37 b
Fd(object)p Fn(.)1867 5841 y(14)p eop
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15 15 bop 131 467 3564 4 v 211 591 a Fd(gcv)1272 600
y Fe(Gener)-5 b(alise)g(d)34 b(cr)-5 b(oss-validation)36
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a(gcv\(...\))75 1097 y Fq(Argumen)m(ts)225 1325 y Fd(...)501
b Fn(Fitted)32 b(mo)s(del)e(ob)5 b(ject)31 b(of)g(class)g
Fd(l1ce)e Fn(or)i Fd(l1celist)p Fn(.)75 1615 y Fq(Description)225
1844 y Fn(Extracts)g(the)g(generalised)g(cross-v)-5 b(alidation)32
b(score\(s\))g(from)e(\014tted)g(mo)s(del)g(ob)5 b(jects.)75
2134 y Fq(Details)225 2363 y Fn(See)31 b(do)s(cumen)m(tation.)75
2653 y Fq(V)-9 b(alue)225 2881 y Fn(A)24 b(v)m(ector)i(\(or)e(matrix\))
h(with)f(the)g(b)s(ound\(s\))f(\(relativ)m(e)j([if)f(used])e(and)h
(absolute\),)i(the)e(Lagrangian\(s\))225 2994 y(and)30
b(the)g(generalised)i(cross-v)-5 b(alidation)32 b(score\(s\))g(for)e
(the)g(\014tted)h(mo)s(del\(s\).)75 3285 y Fq(Side)k(E\013ects)225
3513 y Fn(None)p 131 3741 V 211 3865 a Fd(gcv.l1ce)765
b Fe(Use)32 b(`gcv\(\)')g(on)h(a)g(`l1c)-5 b(e')33 b(obje)-5
b(ct.)736 b Fd(gcv.l1ce)p 131 3934 V 225 4080 a(gcv\(object,)45
b(type)h(=)i(c\("OPT",)d("Tibshirani"\),)f(gen.inverse.diag)g(=)j(0\))
75 4371 y Fq(Argumen)m(ts)225 4599 y Fd(object)357 b
Fn(a)31 b Fd(l1ce)e Fn(ob)5 b(ject)225 4769 y Fd(type)453
b Fn(whether)32 b(to)h(use)e(the)h(co)m(v)-5 b(ariance)35
b(form)m(ula)d(of)g(Osb)s(orne,)f(Presnell)h(and)g(T)-8
b(urlac)m(h)870 4882 y(or)31 b(the)f(form)m(ula)h(of)g(Tibshirani)225
5002 y Fd(gen.inverse.diag)870 5123 y Fn(if)43 b(Tibshirani's)e(form)m
(ula)h(for)g(the)g(co)m(v)-5 b(ariance)45 b(matrix)d(is)h(used,)h(this)
e(v)-5 b(alue)43 b(is)870 5236 y(used)30 b(for)h(the)g(diagonal)h
(elemen)m(ts)g(of)f(the)g(generalised)h(in)m(v)m(erse)g(that)f(app)s
(ears)f(in)870 5349 y(the)38 b(form)m(ula)f(that)g(corresp)s(onds)f(to)
h(parameters)g(estimated)i(to)e(b)s(e)f(zero.)61 b(The)870
5462 y(default)37 b(is)f(0,)i(i.e.)58 b(use)36 b(the)g(Mo)s(ore-P)m
(enrose)i(in)m(v)m(erse.)58 b(Tibshirani's)35 b(co)s(de)h(uses)870
5575 y(gen.in)m(v)m(erse.diag=1e11.)1867 5841 y(15)p
eop
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16 16 bop 75 399 a Fq(Description)225 627 y Fn(This)32
b(is)h(a)h(metho)s(d)e(for)h(the)g(function)g Fd(gcv\(\))e
Fn(for)i(ob)5 b(jects)34 b(inheriting)f(from)f(class)i
Fd(l1ce)p Fn(.)48 b(See)33 b Fd(gcv)225 739 y Fn(for)d(the)h(general)g
(b)s(eha)m(vior)g(of)f(this)g(function.)75 1035 y Fq(Details)225
1263 y Fn(See)h(do)s(cumen)m(tation.)75 1558 y Fq(Side)k(E\013ects)225
1787 y Fn(None)p 131 2042 3564 4 v 211 2166 a Fd(gcv.l1celist)513
b Fe(Use)32 b(`gcv\(\)')h(on)g(a)g(`l1c)-5 b(elist')33
b(obje)-5 b(ct.)486 b Fd(gcv.l1celist)p 131 2234 V 225
2386 a(gcv\(object,)45 b(type)h(=)i(c\("OPT",)d("Tibshirani"\),)f
(gen.inverse.diag)g(=)j(0\))75 2682 y Fq(Argumen)m(ts)225
2910 y Fd(object)357 b Fn(a)31 b Fd(l1celist)d Fn(ob)5
b(ject)225 3079 y Fd(type)453 b Fn(whether)32 b(to)h(use)e(the)h(co)m
(v)-5 b(ariance)35 b(form)m(ula)d(of)g(Osb)s(orne,)f(Presnell)h(and)g
(T)-8 b(urlac)m(h)870 3192 y(or)31 b(the)f(form)m(ula)h(of)g
(Tibshirani)225 3312 y Fd(gen.inverse.diag)870 3433 y
Fn(if)43 b(Tibshirani's)e(form)m(ula)h(for)g(the)g(co)m(v)-5
b(ariance)45 b(matrix)d(is)h(used,)h(this)e(v)-5 b(alue)43
b(is)870 3546 y(used)30 b(for)h(the)g(diagonal)h(elemen)m(ts)g(of)f
(the)g(generalised)h(in)m(v)m(erse)g(that)f(app)s(ears)f(in)870
3659 y(the)38 b(form)m(ula)f(that)g(corresp)s(onds)f(to)h(parameters)g
(estimated)i(to)e(b)s(e)f(zero.)61 b(The)870 3772 y(default)37
b(is)f(0,)i(i.e.)58 b(use)36 b(the)g(Mo)s(ore-P)m(enrose)i(in)m(v)m
(erse.)58 b(Tibshirani's)35 b(co)s(de)h(uses)870 3885
y(gen.in)m(v)m(erse.diag=1e11.)75 4181 y Fq(Description)225
4409 y Fn(This)31 b(is)h(a)h(metho)s(d)e(for)h(the)g(function)g
Fd(gcv\(\))f Fn(for)h(ob)5 b(jects)33 b(inheriting)f(from)f(class)i
Fd(l1celist)p Fn(.)44 b(See)225 4522 y Fd(gcv)29 b Fn(for)i(the)f
(general)i(b)s(eha)m(vior)e(of)h(this)f(function.)75
4817 y Fq(Details)225 5045 y Fn(See)h(do)s(cumen)m(tation.)75
5341 y Fq(Side)k(E\013ects)225 5569 y Fn(None)1867 5841
y(16)p eop
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17 17 bop 131 467 3564 4 v 211 591 a Fd(gl1ce)862 534
y Fe(Fit)33 b(a)g(gener)-5 b(alize)g(d)34 b(r)-5 b(e)g(gr)g(ession)34
b(pr)-5 b(oblem)35 b(while)e(imp)-5 b(osing)34 b(an)1302
647 y(L1)f(c)-5 b(onstr)g(aint)35 b(on)f(the)f(p)-5 b(ar)g(ameters)3406
591 y Fd(gl1ce)p 131 668 V 225 821 a(gl1ce\(formula,)44
b(data=sys.parent\(\),)f(weights,)i(subset,)h(na.action,)225
934 y(family=gaussian,)d(control=glm.control\(...\),)e(sweep.out=)k(~)j
(1,)f(x=F,)g(y=T,)225 1047 y(contrasts=NULL,)d(standardize=T,)g
(guess.constrained.coeff)o(ici)o(ents)o(=dou)o(ble)o(\(p\),)225
1160 y(bound=0.5,)h(...\))75 1456 y Fq(Argumen)m(ts)225
1684 y Fd(formula)309 b Fn(a)30 b(form)m(ula)g(ob)5 b(ject,)30
b(with)f(the)h(resp)s(onse)e(on)i(the)f(left)h(hand)e(side)i(of)f(a)h
(~)14 b(op)s(erator,)870 1797 y(and)30 b(the)h(terms,)f(separated)h(b)m
(y)f(a)h Fd(+)f Fn(op)s(erator,)h(on)f(the)h(righ)m(t)g(hand)e(side.)
225 1967 y Fd(data)453 b Fn(a)33 b Fd(data.frame)d Fn(in)j(whic)m(h)f
(to)h(in)m(terpret)g(the)g(v)-5 b(ariables)33 b(named)f(in)h(the)f
(form)m(ula,)870 2079 y(the)26 b Fd(weights)p Fn(,)e(the)h
Fd(subset)f Fn(and)g(the)h Fd(sweep.out)e Fn(argumen)m(t.)39
b(If)25 b(this)g(is)g(missing,)870 2192 y(then)31 b(the)f(v)-5
b(ariables)31 b(in)f(the)h(form)m(ula)f(should)g(b)s(e)f(on)i(the)f
(searc)m(h)h(list.)225 2362 y Fd(weights)309 b Fn(v)m(ector)24
b(of)e(observ)-5 b(ation)23 b(w)m(eigh)m(ts.)40 b(The)21
b(length)i(of)29 b Fd(weights)20 b Fn(m)m(ust)i(b)s(e)g(the)g(same)h
(as)870 2475 y(the)32 b(n)m(um)m(b)s(er)e(of)h(observ)-5
b(ations.)43 b(The)31 b(w)m(eigh)m(ts)h(m)m(ust)f(b)s(e)g(strictly)h(p)
s(ositiv)m(e,)h(since)870 2588 y(zero)f(w)m(eigh)m(ts)f(are)g(am)m
(biguous,)g(compared)f(to)h(use)f(of)h(the)g Fd(subset)d
Fn(argumen)m(t.)225 2757 y Fd(subset)357 b Fn(expression)30
b(sa)m(ying)h(whic)m(h)e(subset)g(of)h(the)g(ro)m(ws)f(of)h(the)g(data)
h(should)d(b)s(e)h(used)g(in)870 2870 y(the)36 b(\014t.)54
b(This)34 b(can)h(b)s(e)f(a)h(logical)j(v)m(ector)e(\(whic)m(h)f(is)g
(replicated)h(to)f(ha)m(v)m(e)i(length)870 2983 y(equal)22
b(to)f(the)h(n)m(um)m(b)s(er)d(of)i(observ)-5 b(ations\),)24
b(or)d(a)g(n)m(umeric)g(v)m(ector)h(indicating)g(whic)m(h)870
3096 y(observ)-5 b(ation)31 b(n)m(um)m(b)s(ers)d(are)i(to)h(b)s(e)e
(included,)g(or)h(a)g(c)m(haracter)i(v)m(ector)f(of)f(the)g(ro)m(w)870
3209 y(names)h(to)g(b)s(e)f(included.)40 b(All)31 b(observ)-5
b(ations)31 b(are)f(included)g(b)m(y)g(default.)225 3378
y Fd(na.action)213 b Fn(This)28 b(is)h(applied)g(to)g(the)g
Fd(model.frame)d Fn(after)j(an)m(y)h Fd(subset)d Fn(argumen)m(t)i(has)g
(b)s(een)870 3491 y(used.)69 b(The)39 b(default)h(\(with)g
Fd(na.fail)p Fn(\))f(is)h(to)g(create)i(an)d(error)h(if)g(an)m(y)g
(missing)870 3604 y(v)-5 b(alues)30 b(are)h(found.)39
b(A)30 b(p)s(ossible)f(alternativ)m(e)j(is)e Fd(na.omit)p
Fn(,)e(whic)m(h)h(deletes)i(obser-)870 3717 y(v)-5 b(ations)32
b(that)f(con)m(tain)g(one)g(or)f(more)h(missing)f(v)-5
b(alues.)225 3886 y Fd(family)357 b Fn(a)48 b(family)h(ob)5
b(ject)48 b(-)g(a)g(list)g(of)g(functions)f(and)g(expressions)h(for)f
(de\014ning)g(the)870 3999 y(link)40 b(and)f(v)-5 b(ariance)41
b(functions,)h(initialization)h(and)c(iterativ)m(e)j(w)m(eigh)m(ts.)70
b(F)-8 b(ami-)870 4112 y(lies)32 b(supp)s(orted)e(are)i(gaussian,)g
(binomial,)g(p)s(oisson,)f(Gamma,)h(in)m(v)m(erse.gaussian)870
4225 y(and)i(quasi.)52 b(F)-8 b(unctions)34 b(lik)m(e)i(binomial)e(pro)
s(duce)f(a)h(family)h(ob)5 b(ject,)36 b(but)d(can)i(b)s(e)870
4338 y(giv)m(en)e(without)f(the)g(paren)m(theses.)46
b(F)-8 b(amily)33 b(functions)e(can)h(tak)m(e)i(argumen)m(ts,)f(as)870
4451 y(in)e(binomial\(link=probit\).)225 4620 y Fd(control)309
b Fn(a)41 b(list)g(of)g(iteration)g(and)f(algorithmic)i(constan)m(ts.)
72 b(See)40 b(glm.con)m(trol)j(for)d(their)870 4733 y(names)c(and)f
(default)h(v)-5 b(alues.)56 b(These)36 b(can)f(also)i(b)s(e)e(set)h(as)
g(argumen)m(ts)g(to)g(gl1ce)870 4846 y(itself.)225 5015
y Fd(sweep.out)213 b Fn(a)31 b(form)m(ula)e(ob)5 b(ject,)31
b(v)-5 b(ariables)31 b(whose)e(parameters)h(are)g(not)g(put)f(under)f
(the)i(con-)870 5128 y(strain)m(t)36 b(are)g(sw)m(ept)f(out)h(\014rst.)
54 b(The)35 b(v)-5 b(ariables)36 b(should)e(app)s(ear)h(on)g(the)g
(righ)m(t)h(of)870 5241 y(a)42 b(~)27 b(op)s(erator)42
b(and)e(b)s(e)h(separated)h(b)m(y)h Fd(+)e Fn(op)s(erators.)74
b(Default)42 b(is)g(~)-15 b Fd(1)p Fn(,)44 b(i.e.)75
b(the)870 5354 y(constan)m(t)27 b(term)f(is)g(not)g(under)e(the)i
(constrain)m(t.)40 b(If)26 b(this)f(parameter)i(is)e
Fd(NULL)p Fn(,)g(then)870 5467 y(all)32 b(parameters)e(are)h(put)f
(under)f(the)h(constrain)m(t.)1867 5841 y(17)p eop
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18 18 bop 225 399 a Fd(x)597 b Fn(logical)33 b(\015ag:)41
b(if)d Fd(TRUE)p Fn(,)29 b(the)i(mo)s(del)f(matrix)h(is)f(returned)f
(in)h(comp)s(onen)m(t)h Fd(x)p Fn(.)225 568 y Fd(y)597
b Fn(logical)33 b(\015ag:)41 b(if)d Fd(TRUE)p Fn(,)29
b(the)i(resp)s(onse)e(is)i(returned)e(in)h(comp)s(onen)m(t)h
Fd(y)p Fn(.)225 737 y Fd(contrasts)213 b Fn(a)45 b(list)g(giving)g(con)
m(trasts)g(for)f(some)g(or)h(all)g(of)f(the)g(factors)h(app)s(earing)f
(in)g(the)870 850 y(mo)s(del)35 b(form)m(ula.)55 b(The)34
b(elemen)m(ts)i(of)g(the)f(list)g(should)f(ha)m(v)m(e)i(the)f(same)h
(name)f(as)870 963 y(the)28 b(v)-5 b(ariable)28 b(and)f(should)f(b)s(e)
h(either)h(a)g(con)m(trast)h(matrix)e(\(sp)s(eci\014cally)-8
b(,)30 b(an)m(y)e(full-)870 1076 y(rank)k(matrix)g(with)g(as)g(man)m(y)
g(ro)m(ws)g(as)g(there)g(are)g(lev)m(els)i(in)d(the)h(factor\),)i(or)e
(else)870 1189 y(a)f(function)f(to)h(compute)g(suc)m(h)f(a)h(matrix)g
(giv)m(en)g(the)g(n)m(um)m(b)s(er)e(of)h(lev)m(els.)225
1358 y Fd(standardize)117 b Fn(logical)40 b(\015ag:)54
b(if)44 b Fd(TRUE)p Fn(,)36 b(then)g(the)h(columns)g(of)g(the)g(mo)s
(del)g(matrix)g(that)g(corre-)870 1471 y(sp)s(ond)c(to)j(parameters)f
(that)g(are)g(constrained)g(are)g(standardized)f(to)i(ha)m(v)m(e)g(em-)
870 1584 y(pirical)k(v)-5 b(ariance)40 b(one.)66 b(The)39
b(standardization)h(is)e(done)h(after)h(taking)f(p)s(ossible)870
1697 y(w)m(eigh)m(ts)34 b(in)m(to)f(accoun)m(t)g(and)f(after)g(sw)m
(eeping)h(out)f(v)-5 b(ariables)33 b(whose)f(parameters)870
1810 y(are)f(not)g(constrained.)225 1930 y Fd(guess.constrained.coeffi)
o(cien)o(ts)870 2051 y Fn(initial)h(guess)e(for)h(the)f(parameters)h
(that)g(are)g(constrained.)225 2221 y Fd(bound)405 b
Fn(n)m(umeric,)29 b(either)g(a)g(single)g(n)m(um)m(b)s(er)e(or)h(a)h(v)
m(ector:)41 b(the)29 b(constrain)m(t\(s\))h(that)f(is/are)870
2334 y(put)h(on)m(to)i(the)e(L1)h(norm)e(of)i(the)g(parameters.)75
2630 y Fq(Description)225 2858 y Fn(Returns)26 b(an)i(ob)5
b(ject)28 b(of)g(class)g Fd(gl1ce)e Fn(that)i(represen)m(ts)f(a)h
(\014t)f(of)h(a)f(generealized)j(linear)e(mo)s(del)f(while)225
2971 y(imp)s(osing)j(an)g(L1)h(constrain)m(t)g(on)f(the)h(parameters.)
75 3268 y Fq(V)-9 b(alue)225 3496 y Fn(an)30 b(ob)5 b(ject)32
b(of)e(class)h Fd(gl1ce)e Fn(is)i(returned.)39 b(See)31
b Fd(gl1ce.object)c Fn(for)j(details.)75 3792 y Fq(Side)35
b(E\013ects)225 4021 y Fn(None)p 131 4283 3564 4 v 211
4407 a Fd(gl1ce.object)95 b Fe(Gener)-5 b(alize)g(d)35
b(L1)e(Constr)-5 b(aine)g(d)35 b(Estimation)f(Mo)-5 b(del)33
b(Obje)-5 b(ct)76 b Fd(gl1ce.object)p 131 4475 V 75 4730
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21 21 bop 75 399 a Fq(Argumen)m(ts)225 627 y Fd(formula)309
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(righ)m(t.)225 909 y Fd(data)453 b Fn(a)33 b Fd(data.frame)d
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Fd(sweep.out)e Fn(argumen)m(t.)39 b(If)25 b(this)g(is)g(missing,)870
1135 y(then)31 b(the)f(v)-5 b(ariables)31 b(in)f(the)h(form)m(ula)f
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b Fn(m)m(ust)h(b)s(e)h(the)g(same)870 1417 y(as)h(the)f(n)m(um)m(b)s
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(b)s(e)f(nonnegativ)m(e)j(and)d(it)870 1530 y(is)26 b(strongly)g
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(since)e(zero)h(w)m(eigh)m(ts)870 1643 y(are)k(am)m(biguous,)g
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1812 y Fd(subset)357 b Fn(expression)30 b(sa)m(ying)h(whic)m(h)e
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g(in)870 1925 y(the)36 b(\014t.)54 b(This)34 b(can)h(b)s(e)f(a)h
(logical)j(v)m(ector)e(\(whic)m(h)f(is)g(replicated)h(to)f(ha)m(v)m(e)i
(length)870 2038 y(equal)22 b(to)f(the)h(n)m(um)m(b)s(er)d(of)i(observ)
-5 b(ations\),)24 b(or)d(a)g(n)m(umeric)g(v)m(ector)h(indicating)g
(whic)m(h)870 2151 y(observ)-5 b(ation)31 b(n)m(um)m(b)s(ers)d(are)i
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g(ro)m(w)870 2264 y(names)h(to)g(b)s(e)f(included.)40
b(All)31 b(observ)-5 b(ations)31 b(are)f(included)g(b)m(y)g(default.)
225 2433 y Fd(na.action)213 b Fn(a)25 b(function)f(to)g(\014lter)g
(missing)g(data.)39 b(This)24 b(is)g(applied)g(to)g(the)g
Fd(model.frame)d Fn(after)870 2546 y(an)m(y)37 b Fd(subset)c
Fn(argumen)m(t)i(has)f(b)s(een)g(used.)53 b(The)35 b(default)g(\(with)f
Fd(na.fail)p Fn(\))f(is)i(to)870 2659 y(create)40 b(an)f(error)f(if)g
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b(A)38 b(p)s(ossible)h(alternativ)m(e)870 2772 y(is)31
b Fd(na.omit)p Fn(,)e(whic)m(h)i(deletes)h(observ)-5
b(ations)31 b(that)g(con)m(tain)h(one)f(or)g(more)g(missing)870
2885 y(v)-5 b(alues.)225 3054 y Fd(sweep.out)213 b Fn(a)31
b(form)m(ula)e(ob)5 b(ject,)31 b(v)-5 b(ariables)31 b(whose)e
(parameters)h(are)g(not)g(put)f(under)f(the)i(con-)870
3167 y(strain)m(t)36 b(are)g(sw)m(ept)f(out)h(\014rst.)54
b(The)35 b(v)-5 b(ariables)36 b(should)e(app)s(ear)h(on)g(the)g(righ)m
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b(is)g(~)-15 b Fd(1)p Fn(,)44 b(i.e.)75 b(the)870 3393
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b(If)26 b(this)f(parameter)i(is)e Fd(NULL)p Fn(,)g(then)870
3506 y(all)32 b(parameters)e(are)h(put)f(under)f(the)h(constrain)m(t.)
225 3675 y Fd(x)597 b Fn(logical)33 b(\015ag:)41 b(if)d
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Fn(.)225 4014 y Fd(contrasts)213 b Fn(a)45 b(list)g(giving)g(con)m
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b(,)30 b(an)m(y)e(full-)870 4353 y(rank)k(matrix)g(with)g(as)g(man)m(y)
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4635 y Fd(standardize)117 b Fn(logical)40 b(\015ag:)54
b(if)44 b Fd(TRUE)p Fn(,)36 b(then)g(the)h(columns)g(of)g(the)g(mo)s
(del)g(matrix)g(that)g(corre-)870 4748 y(sp)s(ond)c(to)j(parameters)f
(that)g(are)g(constrained)g(are)g(standardized)f(to)i(ha)m(v)m(e)g(em-)
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b(standardization)i(is)g(done)f(after)g(taking)h(p)s(ossible)870
4974 y(w)m(eigh)m(ts)34 b(in)m(to)f(accoun)m(t)g(and)f(after)g(sw)m
(eeping)h(out)f(v)-5 b(ariables)33 b(whose)f(parameters)870
5087 y(are)f(not)g(constrained.)225 5256 y Fd(trace)405
b Fn(logical)30 b(\015ag:)40 b(if)35 b Fd(TRUE)p Fn(,)26
b(then)i(the)f(status)h(during)f(eac)m(h)h(iteration)h(of)f(the)g
(\014tting)g(is)870 5369 y(rep)s(orted.)1867 5841 y(21)p
eop
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22 22 bop 225 363 a Fd(guess.constrained.coeffi)o(cien)o(ts)870
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b(the)29 b(constrain)m(t\(s\))h(that)f(is/are)870 766
y(put)h(on)m(to)i(the)e(L1)h(norm)e(of)i(the)g(parameters.)225
936 y Fd(absolute.t)165 b Fn(logical)37 b(\015ag:)48
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(\014t\(s\))g(of)g(linear)g(mo)s(dels)225 1799 y(while)c(imp)s(osing)g
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2096 y Fq(V)-9 b(alue)225 2324 y Fn(an)31 b(ob)5 b(ject)31
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b(alues\))31 b(is)f(returned.)40 b(See)30 b Fd(l1ce.object)d
Fn(and)j Fd(l1celist.object)c Fn(for)31 b(details.)75
2733 y Fq(Side)k(E\013ects)225 2961 y Fn(None)75 3258
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1805 y(gen.inverse.diag)d(=)48 b(0,)750 1918 y(sigma)e(=)i(NULL\))75
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Fq(Description)225 4508 y Fn(Returns)f(a)h(summary)f(list)h(for)g(a)g
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y Fn(plot.l1celist,)h Fq(27)2058 2508 y Fn(predict.gl1ce,)g
Fq(27)2058 2621 y Fn(predict.l1ce,)f Fq(28)2058 2734
y Fn(prin)m(t.gl1ce,)g Fq(29)2058 2847 y Fn(prin)m(t.l1ce,)g
Fq(29)2058 2960 y Fn(prin)m(t.l1celist,)h Fq(30)2058
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3186 y Fn(prin)m(t.summary)-8 b(.l1ce,)31 b Fq(30)2058
3299 y Fn(Prostate,)h Fq(10)2058 3495 y Fn(residuals.gl1ce,)g
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y Fn(residuals.l1celist,)h Fq(32)2058 3917 y Fn(summary)-8
b(,)30 b Fe(34)2058 4029 y Fn(summary)-8 b(.gl1ce,)32
b Fq(32)2058 4142 y Fn(summary)-8 b(.l1ce,)31 b Fq(33)2058
4338 y Fn(tr,)f Fq(35)2058 4534 y Fn(v)m(co)m(v,)i Fq(36)2058
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h Fq(37)1867 5841 y Fn(39)p eop
%%Page: 40 41
40 40 bop 75 399 a Fr(References)75 601 y Fn(Drap)s(er,)28
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b(d)31 b(R)-5 b(e)g(gr)g(ession)33 b(A)n(nalysis)p Fn(,)c(Wiley)h
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y(Ho)s(c)m(king,)30 b(R.R.)e(\(1996\).)40 b Fe(Metho)-5
b(ds)32 b(and)f(Applic)-5 b(ations)33 b(of)d(Line)-5
b(ar)32 b(Mo)-5 b(dels:)42 b(R)-5 b(e)g(gr)g(ession)32
b(and)f(the)g(A)n(nal-)166 1015 y(ysis)e(of)g(V)-7 b(arianc)i(e)p
Fn(,)29 b(Wiley)e(Series)g(in)f(Probabilit)m(y)h(and)f(Statistics,)j
(John)d(Wiley)i(&)e(Sons,)g(New)h(Y)-8 b(ork.)75 1203
y(Miller,)35 b(A.J.)e(\(1990\).)50 b Fe(Subset)35 b(Sele)-5
b(ction)36 b(in)e(R)-5 b(e)g(gr)g(ession)p Fn(,)36 b(V)-8
b(ol.)34 b(40)g(of)f Fe(Mono)-5 b(gr)g(aphs)38 b(on)d(Statistics)h(and)
166 1315 y(Applie)-5 b(d)34 b(Pr)-5 b(ob)g(ability)p
Fn(,)32 b(Chapman)d(and)h(Hall,)h(London.)75 1503 y(Osb)s(orne,)i(M.R.)
h(\(1998\).)53 b(V)-8 b(ariable)35 b(selection)g(and)e(con)m(trol)i(in)
e(least)i(squares)e(problems,)h Fe(Mathemat-)166 1616
y(ics)h(R)-5 b(ese)g(ar)g(ch)37 b(R)-5 b(ep)g(ort)37
b(MRR98{047)p Fn(,)f(Cen)m(tre)e(for)e(Mathematics)j(and)d(its)i
(Applications,)g(Sc)m(ho)s(ol)g(of)166 1729 y(Mathematical)f(Sciences,)
e(Australian)g(National)h(Univ)m(ersit)m(y)-8 b(,)33
b(Can)m(b)s(erra)c(A)m(CT)h(0200.)75 1917 y(Osb)s(orne,)f(M.R.,)j
(Presnell,)f(B.)g(and)f(T)-8 b(urlac)m(h,)31 b(B.A.)h(\(1998a\).)44
b(Berwin's)31 b(problem,)f Fe(Mathematics)k(R)-5 b(e-)166
2029 y(se)g(ar)g(ch)34 b(R)-5 b(ep)g(ort)34 b(MRR98{049)p
Fn(,)f(Cen)m(tre)e(for)e(Mathematics)k(and)c(its)h(Applications,)h(Sc)m
(ho)s(ol)g(of)f(Math-)166 2142 y(ematical)j(Sciences,)e(Australian)g
(National)h(Univ)m(ersit)m(y)-8 b(,)32 b(Can)m(b)s(erra)e(A)m(CT)g
(0200.)42 b(Submitted.)166 2255 y Fq(URL:)31 b Fe
(http://www.stats.adelaide.e)-5 b(du.a)q(u/p)l(e)g(op)q(le/bturl)q
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y Fn(Osb)s(orne,)29 b(M.R.,)i(Presnell,)g(B.)g(and)e(T)-8
b(urlac)m(h,)31 b(B.A.)g(\(1998b\).)43 b(Knot)30 b(selection)i(for)e
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Fe(in)g Fn(S.)f(W)-8 b(eisb)s(erg)32 b(\(ed.\),)h Fe(Dimension)h(R)-5
b(e)g(duction,)35 b(Computational)i(Complexity,)e(and)166
2669 y(Information)p Fn(,)40 b(V)-8 b(ol.)37 b(30)g(of)f
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Fn(,)h(In)m(terface)e(F)-8 b(oundation)37 b(of)f(North)166
2782 y(America,)c(Inc.,)e(F)-8 b(airfax)32 b(Station,)f(V)-10
b(A)31 b(22039{7460,)k(pp.)29 b(44{49.)166 2895 y Fq(URL:)i
Fe(http://www.stats.adelaide.e)-5 b(du.a)q(u/p)l(e)g(op)q(le/bturl)q
(ach/)q(ps\014)q(les/inter)q(fac)g(e98)q(.ps.gz)75 3082
y Fn(Osb)s(orne,)30 b(M.R.,)h(Presnell,)g(B.)h(and)e(T)-8
b(urlac)m(h,)31 b(B.A.)h(\(1999\).)44 b(On)30 b(the)h(LASSO)e(and)h
(its)h(dual,)g Fe(Journal)166 3195 y(of)i(Computational)i(and)f(Gr)-5
b(aphic)g(al)36 b(Statistics)p Fn(.)41 b(T)-8 b(o)31
b(app)s(ear.)75 3383 y(Stamey)-8 b(,)36 b(T.A.,)f(Kabalin,)h(J.N.,)f
(McNeal,)i(J.E.,)e(Johnstone,)g(I.M.,)h(F)-8 b(reiha,)36
b(F.,)f(Redwine,)g(E.A.)g(and)166 3496 y(Y)-8 b(ang,)24
b(N.)e(\(1989\).)28 b(Prostate)23 b(sp)s(eci\014c)e(an)m(tigen)i(in)e
(the)h(diagnosis)g(and)e(treatmen)m(t)j(of)f(adeno)s(carcinoma)166
3608 y(of)g(the)g(prostate:)37 b(I)s(I.)21 b(radical)i(prostatectom)m
(y)h(treated)f(patien)m(ts,)i Fe(Journal)g(of)g(Ur)-5
b(olo)g(gy)24 b Fq(141)p Fn(\(5\):)g(1076{)166 3721 y(1083.)75
3909 y(Tibshirani,)29 b(R.)i(\(1995\).)43 b(Lasso,)31
b(Av)-5 b(ailable)32 b(from)e(the)g(S)g(arc)m(hiv)m(e)i(on)e(StatLib.)
166 4022 y Fq(URL:)h Fe(http://lib.stat.cmu.e)-5 b(du/S/lasso)75
4210 y Fn(Tibshirani,)30 b(R.)h(\(1996\).)44 b(Regression)31
b(shrink)-5 b(age)31 b(and)f(selection)i(via)g(the)f(lasso,)h
Fe(Journal)i(of)f(the)g(R)-5 b(oyal)166 4322 y(Statistic)g(al)34
b(So)-5 b(ciety,)34 b(Series)e(B)f Fq(58)p Fn(\(1\):)h(267{288.)75
4510 y(T)-8 b(urlac)m(h,)31 b(B.A.)g(\(1998\).)43 b(Algorithms)31
b(using)f(the)h(\\lasso",)h(No)m(w)m(eb)g(\014le.)1867
5841 y(40)p eop
%%Trailer
end
userdict /end-hook known{end-hook}if
%%EOF
SHAR_EOF
  $shar_touch -am 1209101799 'Lasso2/Doc/Manual.ps' &&
  chmod 0644 'Lasso2/Doc/Manual.ps' ||
  echo 'restore of Lasso2/Doc/Manual.ps failed'
  shar_count="`wc -c < 'Lasso2/Doc/Manual.ps'`"
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fi
# ============= Lasso2/Doc/justin.lokhorst.ps.gz ==============
if test -f 'Lasso2/Doc/justin.lokhorst.ps.gz' && test X"$1" != X"-c"; then
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