%!PS-Adobe-2.0 %%Creator: dvips(k) 5.95a Copyright 2005 Radical Eye Software %%Title: arXiv:0812.0052v1 [stat.ME] 29 Nov 2008 %%Pages: 22 %%PageOrder: Ascend %%BoundingBox: 0 0 612 792 %%DocumentFonts: Helvetica Helvetica-Bold Helvetica-Oblique %%+ Helvetica-BoldOblique Symbol %%DocumentPaperSizes: Letter %%EndComments %DVIPSWebPage: (www.radicaleye.com) %DVIPSCommandLine: dvips -R -P pk -K1 -z ICV_Notes.dvi -o %DVIPSParameters: dpi=600, compressed, comments removed %DVIPSSource: TeX output 2019.03.19:0446 %%BeginProcSet: texc.pro 0 0 /TeXDict 300 dict def TeXDict begin/N{def}def/B{bind def}N/S{exch}N/X{S N}B/A{dup}B/TR{translate}N/isls false N/vsize 11 72 mul N/hsize 8.5 72 mul N/landplus90{false}def/@rigin{isls{[0 landplus90{1 -1}{-1 1}ifelse 0 0 0]concat}if 72 Resolution div 72 VResolution div neg scale isls{ landplus90{VResolution 72 div vsize mul 0 exch}{Resolution -72 div hsize mul 0}ifelse TR}if Resolution VResolution vsize -72 div 1 add mul TR[ matrix currentmatrix{A A round sub abs 0.00001 lt{round}if}forall round exch round exch]setmatrix}N/@landscape{/isls true N}B/@manualfeed{ statusdict/manualfeed true put}B/@copies{/#copies X}B/FMat[1 0 0 -1 0 0] N/FBB[0 0 0 0]N/nn 0 N/IEn 0 N/ctr 0 N/df-tail{/nn 8 dict N nn begin /FontType 3 N/FontMatrix fntrx N/FontBBox FBB N string/base X array /BitMaps X/BuildChar{CharBuilder}N/Encoding IEn N end A{/foo setfont}2 array copy cvx N load 0 nn put/ctr 0 N[}B/sf 0 N/df{/sf 1 N/fntrx FMat N df-tail}B/dfs{div/sf X/fntrx[sf 0 0 sf neg 0 0]N df-tail}B/E{pop nn A definefont setfont}B/Cw{Cd A length 5 sub get}B/Ch{Cd A length 4 sub get }B/Cx{128 Cd A length 3 sub get sub}B/Cy{Cd A length 2 sub get 127 sub} B/Cdx{Cd A length 1 sub get}B/Ci{Cd A type/stringtype ne{ctr get/ctr ctr 1 add N}if}B/id 0 N/rw 0 N/rc 0 N/gp 0 N/cp 0 N/G 0 N/CharBuilder{save 3 1 roll S A/base get 2 index get S/BitMaps get S get/Cd X pop/ctr 0 N Cdx 0 Cx Cy Ch sub Cx Cw add Cy setcachedevice Cw Ch true[1 0 0 -1 -.1 Cx sub Cy .1 sub]/id Ci N/rw Cw 7 add 8 idiv string N/rc 0 N/gp 0 N/cp 0 N{ rc 0 ne{rc 1 sub/rc X rw}{G}ifelse}imagemask restore}B/G{{id gp get/gp gp 1 add N A 18 mod S 18 idiv pl S get exec}loop}B/adv{cp add/cp X}B /chg{rw cp id gp 4 index getinterval putinterval A gp add/gp X adv}B/nd{ /cp 0 N rw exit}B/lsh{rw cp 2 copy get A 0 eq{pop 1}{A 255 eq{pop 254}{ A A add 255 and S 1 and or}ifelse}ifelse put 1 adv}B/rsh{rw cp 2 copy get A 0 eq{pop 128}{A 255 eq{pop 127}{A 2 idiv S 128 and or}ifelse} ifelse put 1 adv}B/clr{rw cp 2 index string putinterval adv}B/set{rw cp fillstr 0 4 index getinterval putinterval adv}B/fillstr 18 string 0 1 17 {2 copy 255 put pop}for N/pl[{adv 1 chg}{adv 1 chg nd}{1 add chg}{1 add chg nd}{adv lsh}{adv lsh nd}{adv rsh}{adv rsh nd}{1 add adv}{/rc X nd}{ 1 add set}{1 add clr}{adv 2 chg}{adv 2 chg nd}{pop nd}]A{bind pop} forall N/D{/cc X A type/stringtype ne{]}if nn/base get cc ctr put nn /BitMaps get S ctr S sf 1 ne{A A length 1 sub A 2 index S get sf div put }if put/ctr ctr 1 add N}B/I{cc 1 add D}B/bop{userdict/bop-hook known{ bop-hook}if/SI save N @rigin 0 0 moveto/V matrix currentmatrix A 1 get A mul exch 0 get A mul add .99 lt{/QV}{/RV}ifelse load def pop pop}N/eop{ SI restore userdict/eop-hook known{eop-hook}if showpage}N/@start{ userdict/start-hook known{start-hook}if pop/VResolution X/Resolution X 1000 div/DVImag X/IEn 256 array N 2 string 0 1 255{IEn S A 360 add 36 4 index cvrs cvn put}for pop 65781.76 div/vsize X 65781.76 div/hsize X}N /p{show}N/RMat[1 0 0 -1 0 0]N/BDot 260 string N/Rx 0 N/Ry 0 N/V{}B/RV/v{ /Ry X/Rx X V}B statusdict begin/product where{pop false[(Display)(NeXT) (LaserWriter 16/600)]{A length product length le{A length product exch 0 exch getinterval eq{pop true exit}if}{pop}ifelse}forall}{false}ifelse end{{gsave TR -.1 .1 TR 1 1 scale Rx Ry false RMat{BDot}imagemask grestore}}{{gsave TR -.1 .1 TR Rx Ry scale 1 1 false RMat{BDot} imagemask grestore}}ifelse B/QV{gsave newpath transform round exch round exch itransform moveto Rx 0 rlineto 0 Ry neg rlineto Rx neg 0 rlineto fill grestore}B/a{moveto}B/delta 0 N/tail{A/delta X 0 rmoveto}B/M{S p delta add tail}B/b{S p tail}B/c{-4 M}B/d{-3 M}B/e{-2 M}B/f{-1 M}B/g{0 M} B/h{1 M}B/i{2 M}B/j{3 M}B/k{4 M}B/w{0 rmoveto}B/l{p -4 w}B/m{p -3 w}B/n{ p -2 w}B/o{p -1 w}B/q{p 1 w}B/r{p 2 w}B/s{p 3 w}B/t{p 4 w}B/x{0 S rmoveto}B/y{3 2 roll p a}B/bos{/SS save N}B/eos{SS restore}B end %%EndProcSet %%BeginProcSet: texnansi.enc 0 0 % @psencodingfile{ % author = "Y&Y, Inc.", % version = "1.1", % date = "1 December 1996", % filename = "texnansi.enc", % email = "help@YandY.com", % address = "45 Walden Street // Concord, MA 01742, USA", % codetable = "ISO/ASCII", % checksum = "xx", % docstring = "Encoding for fonts in Adobe Type 1 format for use with TeX." % } % % The idea is to have all 228 characters normally included in Type 1 text % fonts (plus a few more) available for typesetting. This is effectively % the character set in Adobe Standard Encoding, ISO Latin 1, plus a few more. % % Character code assignments were made as follows: % % (1) The character layout largely matches `ASCII' in the 32 -- 126 range, % except for `circumflex' in 94 and `tilde' in 126, to match `TeX text' % (`asciicircumflex' and `asciitilde' appear in 158 and 142 instead). % % (2) The character layout matches `Windows ANSI' in almost all places, % except for `quoteright' in 39 and `quoteleft' in 96 to match ASCII % (`quotesingle' and `grave' appear in 129 and 18 instead). % % (3) The character layout matches `TeX typewriter' used by CM text fonts % in most places (except for discordant positions such as hungarumlaut % (instead of braceright), dotaccent (instead of underscore) etc. % % (4) Remaining characters are assigned arbitrarily to the `control character' % range (0 -- 31), avoiding 0, 9, 10 and 13 in case we meet dumb software % - similarly one should really avoid 127 and 128 if possible. % In addition, the 8 open slots in Windows ANSI between 128 and 159 are used. % % (5) Y&Y Lucida Bright includes some extra ligatures and such; ff, ffi, ffl, % and `dotlessj,' these are included 11 -- 15, and 17. % % (6) Hyphen appears both at 45 and 173 for compatibility with both ASCII % and Windows ANSI. % % (7) It doesn't really matter where ligatures appear (both real, such as ffi, % and pseudo such as ---) since these should not be accessed directly, only % via ligature information in the TFM file. % % SAMPLE USAGE (in `psfonts.map' file for DVIPS): % % lbr LucidaBright "TeXnANSIEncoding ReEncodeFont" <texnansi.enc <lbr.pfb % % This tells DVIPS that the font called `lbr' in TeX has PostScript % FontName `LucidaBright.' It also asks DVIPS to expand the file `lbr.pfb' % into PFA form, to include the attached `texnansi.enc' encoding vector, % and to then actually reencode the font based on that encoding vector. % % Revised 1996 June 1 by adding second position for `fl' to avoid Acrobat bug. % Revised 1996 June 1 by adding second position for `fraction' for same reason. % Revised 1997 Oct 1 by adding cwm (used in boundary char TFM code) % Revised 1998 Mar 1 by adding Unicode for Euro character % /TeXnANSIEncoding [ /.notdef % 0 /Euro % /Uni20AC 1 /.notdef % 2 /.notdef % 3 /fraction % 4 /dotaccent % 5 /hungarumlaut % 6 /ogonek % 7 /fl % 8 /.notdef % /fraction % 9 not used (see 4), backward compatability only /cwm % 10 not used, except boundary char internally maybe /ff % 11 /fi % 12 /.notdef % /fl % 13 not used (see 8), backward compatability only /ffi % 14 /ffl % 15 /dotlessi % 16 /dotlessj % 17 /grave % 18 /acute % 19 /caron % 20 /breve % 21 /macron % 22 /ring % 23 /cedilla % 24 /germandbls % 25 /ae % 26 /oe % 27 /oslash % 28 /AE % 29 /OE % 30 /Oslash % 31 /space % 32 % /suppress in TeX text /exclam % 33 /quotedbl % 34 % /quotedblright in TeX text /numbersign % 35 /dollar % 36 /percent % 37 /ampersand % 38 /quoteright % 39 % /quotesingle in ANSI /parenleft % 40 /parenright % 41 /asterisk % 42 /plus % 43 /comma % 44 /hyphen % 45 /period % 46 /slash % 47 /zero % 48 /one % 49 /two % 50 /three % 51 /four % 52 /five % 53 /six % 54 /seven % 55 /eight % 56 /nine % 57 /colon % 58 /semicolon % 59 /less % 60 % /exclamdown in Tex text /equal % 61 /greater % 62 % /questiondown in TeX text /question % 63 /at % 64 /A % 65 /B % 66 /C % 67 /D % 68 /E % 69 /F % 70 /G % 71 /H % 72 /I % 73 /J % 74 /K % 75 /L % 76 /M % 77 /N % 78 /O % 79 /P % 80 /Q % 81 /R % 82 /S % 83 /T % 84 /U % 85 /V % 86 /W % 87 /X % 88 /Y % 89 /Z % 90 /bracketleft % 91 /backslash % 92 % /quotedblleft in TeX text /bracketright % 93 /circumflex % 94 % /asciicircum in ASCII /underscore % 95 % /dotaccent in TeX text /quoteleft % 96 % /grave accent in ANSI /a % 97 /b % 98 /c % 99 /d % 100 /e % 101 /f % 102 /g % 103 /h % 104 /i % 105 /j % 106 /k % 107 /l % 108 /m % 109 /n % 110 /o % 111 /p % 112 /q % 113 /r % 114 /s % 115 /t % 116 /u % 117 /v % 118 /w % 119 /x % 120 /y % 121 /z % 122 /braceleft % 123 % /endash in TeX text /bar % 124 % /emdash in TeX test /braceright % 125 % /hungarumlaut in TeX text /tilde % 126 % /asciitilde in ASCII /dieresis % 127 not used (see 168), use higher up instead /Lslash % 128 this position is unfortunate, but now too late to fix /quotesingle % 129 /quotesinglbase % 130 /florin % 131 /quotedblbase % 132 /ellipsis % 133 /dagger % 134 /daggerdbl % 135 /circumflex % 136 /perthousand % 137 /Scaron % 138 /guilsinglleft % 139 /OE % 140 /Zcaron % 141 /asciicircum % 142 /minus % 143 /lslash % 144 /quoteleft % 145 /quoteright % 146 /quotedblleft % 147 /quotedblright % 148 /bullet % 149 /endash % 150 /emdash % 151 /tilde % 152 /trademark % 153 /scaron % 154 /guilsinglright % 155 /oe % 156 /zcaron % 157 /asciitilde % 158 /Ydieresis % 159 /nbspace % 160 % /space (no break space) /exclamdown % 161 /cent % 162 /sterling % 163 /currency % 164 /yen % 165 /brokenbar % 166 /section % 167 /dieresis % 168 /copyright % 169 /ordfeminine % 170 /guillemotleft % 171 /logicalnot % 172 /sfthyphen % 173 % /hyphen (hanging hyphen) /registered % 174 /macron % 175 /degree % 176 /plusminus % 177 /twosuperior % 178 /threesuperior % 179 /acute % 180 /mu % 181 /paragraph % 182 /periodcentered % 183 /cedilla % 184 /onesuperior % 185 /ordmasculine % 186 /guillemotright % 187 /onequarter % 188 /onehalf % 189 /threequarters % 190 /questiondown % 191 /Agrave % 192 /Aacute % 193 /Acircumflex % 194 /Atilde % 195 /Adieresis % 196 /Aring % 197 /AE % 198 /Ccedilla % 199 /Egrave % 200 /Eacute % 201 /Ecircumflex % 202 /Edieresis % 203 /Igrave % 204 /Iacute % 205 /Icircumflex % 206 /Idieresis % 207 /Eth % 208 /Ntilde % 209 /Ograve % 210 /Oacute % 211 /Ocircumflex % 212 /Otilde % 213 /Odieresis % 214 /multiply % 215 % OE in T1 /Oslash % 216 /Ugrave % 217 /Uacute % 218 /Ucircumflex % 219 /Udieresis % 220 /Yacute % 221 /Thorn % 222 /germandbls % 223 /agrave % 224 /aacute % 225 /acircumflex % 226 /atilde % 227 /adieresis % 228 /aring % 229 /ae % 230 /ccedilla % 231 /egrave % 232 /eacute % 233 /ecircumflex % 234 /edieresis % 235 /igrave % 236 /iacute % 237 /icircumflex % 238 /idieresis % 239 /eth % 240 /ntilde % 241 /ograve % 242 /oacute % 243 /ocircumflex % 244 /otilde % 245 /odieresis % 246 /divide % 247 % oe in T1 /oslash % 248 /ugrave % 249 /uacute % 250 /ucircumflex % 251 /udieresis % 252 /yacute % 253 /thorn % 254 /ydieresis % 255 % germandbls in T1 ] def %%EndProcSet %%BeginProcSet: 8r.enc 0 0 % File 8r.enc TeX Base 1 Encoding Revision 2.0 2002-10-30 % % @@psencodingfile@{ % author = "S. Rahtz, P. MacKay, Alan Jeffrey, B. Horn, K. Berry, % W. Schmidt, P. Lehman", % version = "2.0", % date = "30 October 2002", % filename = "8r.enc", % email = "tex-fonts@@tug.org", % docstring = "This is the encoding vector for Type1 and TrueType % fonts to be used with TeX. This file is part of the % PSNFSS bundle, version 9" % @} % % The idea is to have all the characters normally included in Type 1 fonts % available for typesetting. This is effectively the characters in Adobe % Standard encoding, ISO Latin 1, Windows ANSI including the euro symbol, % MacRoman, and some extra characters from Lucida. % % Character code assignments were made as follows: % % (1) the Windows ANSI characters are almost all in their Windows ANSI % positions, because some Windows users cannot easily reencode the % fonts, and it makes no difference on other systems. The only Windows % ANSI characters not available are those that make no sense for % typesetting -- rubout (127 decimal), nobreakspace (160), softhyphen % (173). quotesingle and grave are moved just because it's such an % irritation not having them in TeX positions. % % (2) Remaining characters are assigned arbitrarily to the lower part % of the range, avoiding 0, 10 and 13 in case we meet dumb software. % % (3) Y&Y Lucida Bright includes some extra text characters; in the % hopes that other PostScript fonts, perhaps created for public % consumption, will include them, they are included starting at 0x12. % These are /dotlessj /ff /ffi /ffl. % % (4) hyphen appears twice for compatibility with both ASCII and Windows. % % (5) /Euro was assigned to 128, as in Windows ANSI % % (6) Missing characters from MacRoman encoding incorporated as follows: % % PostScript MacRoman TeXBase1 % -------------- -------------- -------------- % /notequal 173 0x16 % /infinity 176 0x17 % /lessequal 178 0x18 % /greaterequal 179 0x19 % /partialdiff 182 0x1A % /summation 183 0x1B % /product 184 0x1C % /pi 185 0x1D % /integral 186 0x81 % /Omega 189 0x8D % /radical 195 0x8E % /approxequal 197 0x8F % /Delta 198 0x9D % /lozenge 215 0x9E % /TeXBase1Encoding [ % 0x00 /.notdef /dotaccent /fi /fl /fraction /hungarumlaut /Lslash /lslash /ogonek /ring /.notdef /breve /minus /.notdef /Zcaron /zcaron % 0x10 /caron /dotlessi /dotlessj /ff /ffi /ffl /notequal /infinity /lessequal /greaterequal /partialdiff /summation /product /pi /grave /quotesingle % 0x20 /space /exclam /quotedbl /numbersign /dollar /percent /ampersand /quoteright /parenleft /parenright /asterisk /plus /comma /hyphen /period /slash % 0x30 /zero /one /two /three /four /five /six /seven /eight /nine /colon /semicolon /less /equal /greater /question % 0x40 /at /A /B /C /D /E /F /G /H /I /J /K /L /M /N /O % 0x50 /P /Q /R /S /T /U /V /W /X /Y /Z /bracketleft /backslash /bracketright /asciicircum /underscore % 0x60 /quoteleft /a /b /c /d /e /f /g /h /i /j /k /l /m /n /o % 0x70 /p /q /r /s /t /u /v /w /x /y /z /braceleft /bar /braceright /asciitilde /.notdef % 0x80 /Euro /integral /quotesinglbase /florin /quotedblbase /ellipsis /dagger /daggerdbl /circumflex /perthousand /Scaron /guilsinglleft /OE /Omega /radical /approxequal % 0x90 /.notdef /.notdef /.notdef /quotedblleft /quotedblright /bullet /endash /emdash /tilde /trademark /scaron /guilsinglright /oe /Delta /lozenge /Ydieresis % 0xA0 /.notdef /exclamdown /cent /sterling /currency /yen /brokenbar /section /dieresis /copyright /ordfeminine /guillemotleft /logicalnot /hyphen /registered /macron % 0xD0 /degree /plusminus /twosuperior /threesuperior /acute /mu /paragraph /periodcentered /cedilla /onesuperior /ordmasculine /guillemotright /onequarter /onehalf /threequarters /questiondown % 0xC0 /Agrave /Aacute /Acircumflex /Atilde /Adieresis /Aring /AE /Ccedilla /Egrave /Eacute /Ecircumflex /Edieresis /Igrave /Iacute /Icircumflex /Idieresis % 0xD0 /Eth /Ntilde /Ograve /Oacute /Ocircumflex /Otilde /Odieresis /multiply /Oslash /Ugrave /Uacute /Ucircumflex /Udieresis /Yacute /Thorn /germandbls % 0xE0 /agrave /aacute /acircumflex /atilde /adieresis /aring /ae /ccedilla /egrave /eacute /ecircumflex /edieresis /igrave /iacute /icircumflex /idieresis % 0xF0 /eth /ntilde /ograve /oacute /ocircumflex /otilde /odieresis /divide /oslash /ugrave /uacute /ucircumflex /udieresis /yacute /thorn /ydieresis ] def %%EndProcSet %%BeginProcSet: special.pro 0 0 TeXDict begin/SDict 200 dict N SDict begin/@SpecialDefaults{/hs 612 N /vs 792 N/ho 0 N/vo 0 N/hsc 1 N/vsc 1 N/ang 0 N/CLIP 0 N/rwiSeen false N /rhiSeen false N/letter{}N/note{}N/a4{}N/legal{}N}B/@scaleunit 100 N /@hscale{@scaleunit div/hsc X}B/@vscale{@scaleunit div/vsc X}B/@hsize{ /hs X/CLIP 1 N}B/@vsize{/vs X/CLIP 1 N}B/@clip{/CLIP 2 N}B/@hoffset{/ho X}B/@voffset{/vo X}B/@angle{/ang X}B/@rwi{10 div/rwi X/rwiSeen true N}B /@rhi{10 div/rhi X/rhiSeen true N}B/@llx{/llx X}B/@lly{/lly X}B/@urx{ /urx X}B/@ury{/ury X}B/magscale true def end/@MacSetUp{userdict/md known {userdict/md get type/dicttype eq{userdict begin md length 10 add md maxlength ge{/md md dup length 20 add dict copy def}if end md begin /letter{}N/note{}N/legal{}N/od{txpose 1 0 mtx defaultmatrix dtransform S atan/pa X newpath clippath mark{transform{itransform moveto}}{transform{ itransform lineto}}{6 -2 roll transform 6 -2 roll transform 6 -2 roll transform{itransform 6 2 roll itransform 6 2 roll itransform 6 2 roll curveto}}{{closepath}}pathforall newpath counttomark array astore/gc xdf pop ct 39 0 put 10 fz 0 fs 2 F/|______Courier fnt invertflag{PaintBlack} if}N/txpose{pxs pys scale ppr aload pop por{noflips{pop S neg S TR pop 1 -1 scale}if xflip yflip and{pop S neg S TR 180 rotate 1 -1 scale ppr 3 get ppr 1 get neg sub neg ppr 2 get ppr 0 get neg sub neg TR}if xflip yflip not and{pop S neg S TR pop 180 rotate ppr 3 get ppr 1 get neg sub neg 0 TR}if yflip xflip not and{ppr 1 get neg ppr 0 get neg TR}if}{ noflips{TR pop pop 270 rotate 1 -1 scale}if xflip yflip and{TR pop pop 90 rotate 1 -1 scale ppr 3 get ppr 1 get neg sub neg ppr 2 get ppr 0 get neg sub neg TR}if xflip yflip not and{TR pop pop 90 rotate ppr 3 get ppr 1 get neg sub neg 0 TR}if yflip xflip not and{TR pop pop 270 rotate ppr 2 get ppr 0 get neg sub neg 0 S TR}if}ifelse scaleby96{ppr aload pop 4 -1 roll add 2 div 3 1 roll add 2 div 2 copy TR .96 dup scale neg S neg S TR}if}N/cp{pop pop showpage pm restore}N end}if}if}N/normalscale{ Resolution 72 div VResolution 72 div neg scale magscale{DVImag dup scale }if 0 setgray}N/psfts{S 65781.76 div N}N/startTexFig{/psf$SavedState save N userdict maxlength dict begin/magscale true def normalscale currentpoint TR/psf$ury psfts/psf$urx psfts/psf$lly psfts/psf$llx psfts /psf$y psfts/psf$x psfts currentpoint/psf$cy X/psf$cx X/psf$sx psf$x psf$urx psf$llx sub div N/psf$sy psf$y psf$ury psf$lly sub div N psf$sx psf$sy scale psf$cx psf$sx div psf$llx sub psf$cy psf$sy div psf$ury sub TR/showpage{}N/erasepage{}N/setpagedevice{pop}N/copypage{}N/p 3 def @MacSetUp}N/doclip{psf$llx psf$lly psf$urx psf$ury currentpoint 6 2 roll newpath 4 copy 4 2 roll moveto 6 -1 roll S lineto S lineto S lineto closepath clip newpath moveto}N/endTexFig{end psf$SavedState restore}N /@beginspecial{SDict begin/SpecialSave save N gsave normalscale currentpoint TR @SpecialDefaults count/ocount X/dcount countdictstack N} N/@setspecial{CLIP 1 eq{newpath 0 0 moveto hs 0 rlineto 0 vs rlineto hs neg 0 rlineto closepath clip}if ho vo TR hsc vsc scale ang rotate rwiSeen{rwi urx llx sub div rhiSeen{rhi ury lly sub div}{dup}ifelse scale llx neg lly neg TR}{rhiSeen{rhi ury lly sub div dup scale llx neg lly neg TR}if}ifelse CLIP 2 eq{newpath llx lly moveto urx lly lineto urx ury lineto llx ury lineto closepath clip}if/showpage{}N/erasepage{}N /setpagedevice{pop}N/copypage{}N newpath}N/@endspecial{count ocount sub{ pop}repeat countdictstack dcount sub{end}repeat grestore SpecialSave restore end}N/@defspecial{SDict begin}N/@fedspecial{end}B/li{lineto}B /rl{rlineto}B/rc{rcurveto}B/np{/SaveX currentpoint/SaveY X N 1 setlinecap newpath}N/st{stroke SaveX SaveY moveto}N/fil{fill SaveX SaveY moveto}N/ellipse{/endangle X/startangle X/yrad X/xrad X/savematrix matrix currentmatrix N TR xrad yrad scale 0 0 1 startangle endangle arc savematrix setmatrix}N end %%EndProcSet %%BeginProcSet: hps.pro 0 0 /HPSdict 20 dict dup begin/braindeaddistill 50 def/rfch{dup length 1 sub 1 exch getinterval}bind def/splituri{dup(#)search{exch pop}{()exch} ifelse dup(file:)anchorsearch{pop exch pop 3 -1 roll pop false}{pop 3 -1 roll exch pop true}ifelse}bind def/lookuptarget{exch rfch dup /TargetAnchors where{pop TargetAnchors dup 3 -1 roll known{exch get true }{pop(target unknown:)print == false}ifelse}{pop pop (target dictionary unknown\012)print false}ifelse}bind def/savecount 0 def/stackstopped{count counttomark sub/savecount exch store stopped count savecount sub 1 sub dup 0 gt{{exch pop}repeat}{pop}ifelse}bind def /tempstring 256 string def/targetvalidate{1 index dup length 255 gt exch dup(/)search{pop pop pop exch pop true exch}{pop}ifelse cvn tempstring cvs token pop pop length 0 ne or not}bind def/targetdump-hook where{pop} {/targetdump-hook{dup mark exch gsave initmat setmatrix{{mark/Dest 4 2 roll targetvalidate{aload pop exch pop/Page 3 1 roll/View exch[exch /FitH exch]/DEST pdfmark}{cleartomark}ifelse}forall}stackstopped pop grestore}bind def}ifelse/baseurl{mark exch 1 dict dup 3 -1 roll/Base exch put/URI exch/DOCVIEW{pdfmark}stackstopped pop}bind def /externalhack systemdict/PDF known def/oldstyle true def/initmat matrix currentmatrix def/actiondict 2 dict dup/Subtype/URI put def /weblinkhandler{dup 3 1 roll mark 4 1 roll/Title 4 1 roll splituri 3 -1 roll dup length 0 gt{cvn/Dest exch 4 2 roll}{pop}ifelse{externalhack{ /HTTPFile exch}{actiondict dup 3 -1 roll/URI exch put/Action exch} ifelse}{externalhack{/HTTPFile exch}{/File exch/Action/GoToR}ifelse} 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1 0]/H /I/Border [0 0 1]BorderArrayPatch/BS <</S/S/W 1>>/Subtype /Link/Dest (cite.Feluch:spacing) cvn H.B /ANN pdfmark end 3706 2298 a Fp(,)g(the)0 2454 y(mo)s(di\014ed)f(cross-v)-5 b(alidation)30 b(of)1202 2479 y SDict begin H.S end 1202 2479 a -25 x Fp(Stute)j(\(1992\))1733 2380 y SDict begin H.R end 1733 2380 a 1733 2454 a SDict begin [/Color [0 1 0]/H /I/Border [0 0 1]BorderArrayPatch/BS <</S/S/W 1>>/Subtype /Link/Dest (cite.Stute) cvn H.B /ANN pdfmark end 1733 2454 a Fp(,)f(and)h(the)g(metho)s(d)f (of)2616 2479 y SDict begin H.S end 2616 2479 a -25 x Fp(Ahmad)h(and)f(Ran)g(\(2004\))3628 2380 y SDict begin H.R end 3628 2380 a 3628 2454 a SDict begin [/Color [0 1 0]/H /I/Border [0 0 1]BorderArrayPatch/BS <</S/S/W 1>>/Subtype /Link/Dest (cite.Ahmad) cvn H.B /ANN pdfmark end 3628 2454 a 33 w Fp(based)0 2611 y(on)g(k)m(ernel)i(con)m(trasts.)146 2767 y(This)40 b(pap)s(er)g(is)f(concerned)i(with)e(a)h(new)g(mo)s(di\014cation)d(of)i (the)h(LSCV)g(metho)s(d,)h(called)d Fi(indir)-5 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begin [/View [/XYZ H.V]/Dest (Item.3) cvn /DEST pdfmark end 0 522 a 119 701 a Fp(3.)49 b(The)30 b(relativ)m(e)e(rate)g(of)g(con)m (v)m(ergence)k(of)1731 675 y(^)1730 701 y Fo(h)1786 716 y Fm(I)5 b(C)g(V)1967 701 y Fp(to)28 b Fo(h)2138 716 y Fn(0)2206 701 y Fp(is)g Fo(n)2358 665 y Fj(\000)p Fn(1)p Fm(=)p Fn(4)2524 701 y Fp(,)h(whereas)h(the)f(corresp)s(onding)g(rate) 244 857 y(for)394 831 y(^)393 857 y Fo(h)449 872 y Fm(U)7 b(C)e(V)652 857 y Fp(is)32 b Fo(n)808 821 y Fj(\000)p Fn(1)p Fm(=)p Fn(10)1009 857 y Fp(.)0 914 y SDict begin H.S end 0 914 a 0 914 a SDict begin 18.85004 H.A end 0 914 a 0 914 a SDict begin [/View [/XYZ H.V]/Dest (Item.4) cvn /DEST pdfmark end 0 914 a 119 1097 a Fp(4.)49 b(V)-8 b(alues)32 b(of)g Fo(\033)37 b Fp(whic)m(h)c(minimize)c(the)k (asymptotic)f(MSE)i(are)e(as)h(follo)m(ws:)1301 1401 y SDict begin H.S end 1301 1401 a 1301 1401 a SDict begin 18.85004 H.A end 1301 1401 a 1301 1401 a SDict begin [/View [/XYZ H.V]/Dest (equation.3.7) cvn /DEST pdfmark end 1301 1401 a Fo(\033)1356 1416 y Fm(n;opt)1546 1401 y Fp(=)27 b Fo(n)1707 1360 y Fn(3)p Fm(=)p Fn(8)1818 1401 y Fo(A)1891 1416 y Fm(\013)1957 1261 y Fl(\024)2019 1334 y Fo(R)q Fp(\()p Fo(f)11 b Fp(\))p Fo(R)q Fp(\()p Fo(f)2401 1297 y Fj(00)2443 1334 y Fp(\))2481 1297 y Fn(13)p Fm(=)p Fn(5)p 2019 1378 608 4 v 2168 1469 a Fo(R)q Fp(\()p Fo(f)2340 1441 y Fj(000)2401 1469 y Fp(\))2439 1441 y Fn(2)2636 1261 y Fl(\025)2689 1274 y Fn(5)p Fm(=)p Fn(8)2816 1401 y Fo(;)932 b Fp(\(7\))244 1772 y(where)34 b Fo(A)599 1787 y Fm(\013)676 1772 y Fp(=)28 b(16)878 1695 y Fk(p)p 960 1695 59 4 v 960 1772 a Fo(\031)1029 1704 y Fp(2)1078 1668 y Fn(7)p Fm(=)p Fn(16)p 1029 1749 195 4 v 1047 1840 a Fp(3)1096 1811 y Fn(5)p Fm(=)p Fn(8)1330 1704 y Fo(\013)1393 1668 y Fn(3)p Fm(=)p Fn(4)p 1243 1749 347 4 v 1243 1840 a Fp(\(1)22 b(+)g Fo(\013)q Fp(\))1551 1811 y Fn(2)1616 1631 y Fl(\022)1700 1704 y Fp(1)p 1700 1749 49 4 v 1700 1840 a(8)1758 1772 y(\(1)g(+)g Fo(\013)q Fp(\))2066 1730 y Fn(2)2128 1772 y Fk(\000)2303 1704 y Fp(8)p 2237 1749 181 4 v 2237 1851 a(9)2286 1769 y Fk(p)p 2369 1769 49 4 v 82 x Fp(3)2428 1772 y(\(1)f(+)h Fo(\013)q Fp(\))g(+)2907 1704 y(1)p 2865 1749 132 4 v 2865 1769 a Fk(p)p 2948 1769 49 4 v 82 x Fp(2)3007 1631 y Fl(\023)3080 1653 y Fn(5)p Fm(=)p Fn(8)3190 1772 y Fp(.)0 1908 y SDict begin H.S end 0 1908 a 0 1908 a SDict begin 18.85004 H.A end 0 1908 a 0 1908 a SDict begin [/View [/XYZ H.V]/Dest (Item.5) cvn /DEST pdfmark end 0 1908 a 119 2027 a Fp(5.)49 b(The)35 b(asymptotically)d(optimal)f Fo(\013)k Fp(is)f(2.4233.)48 b(Remark)-5 b(ably)d(,)33 b(the)i(optimal)c Fo(\013)k Fp(do)s(es)g(not)f(dep)s(end)244 2183 y(on)e Fo(f)11 b Fp(.)0 2244 y SDict begin H.S end 0 2244 a 0 2244 a SDict begin 18.85004 H.A end 0 2244 a 0 2244 a SDict begin [/View [/XYZ H.V]/Dest (Item.6) cvn /DEST pdfmark end 0 2244 a 119 2423 a Fp(6.)49 b(When)31 b(the)g(asymptotically)d(optimal)g (v)-5 b(alues)30 b(of)g Fo(\013)h Fp(and)g Fo(\033)k Fp(are)30 b(used,)i(the)f(asymptotic)f(bias)g(and)244 2579 y(standard)j(deviation)e(of)1188 2553 y(^)1187 2579 y Fo(h)1243 2594 y Fm(I)5 b(C)g(V)1428 2579 y Fp(con)m(v)m(erge)34 b(to)e(zero)h(at)f(the)h(same)g(rate)f(of)h Fo(n)3053 2543 y Fj(\000)p Fn(9)p Fm(=)p Fn(20)3253 2579 y Fp(.)0 2738 y SDict begin H.S end 0 2738 a 0 2738 a SDict begin 18.85004 H.A end 0 2738 a 0 2738 a SDict begin [/View [/XYZ H.V]/Dest (subsection.3.2) cvn /DEST pdfmark end 0 2738 a 175 x Fh(3.2)135 b(MSE-optimal)46 b Ff(\013)g Fh(and)f Ff(\033)0 3134 y Fp(Asymptotic)35 b(results)i(are)e(not)h(alw)m(a)m(ys)h (reliable)c(for)i(practical)g(purp)s(oses.)54 b(In)36 b(order)g(to)g(ha)m(v)m(e)h(an)f(idea)0 3290 y(of)c(whether)h(the)g (negativ)m(e-tailed)e(or)h(cut-out-the)g(middle)e(k)m(ernels)k(should)e (really)f(b)s(e)h(used,)i(and)e(ho)m(w)0 3447 y(go)s(o)s(d)j(c)m (hoices)h(of)f Fo(\013)h Fp(and)g Fo(\033)k Fp(v)-5 b(ary)35 b(with)h Fo(n)g Fp(and)f Fo(f)11 b Fp(,)36 b(w)m(e)h(considered)g(the)f (follo)m(wing)d(expression)j(for)g(the)0 3603 y(asymptotic)c(MSE)h(of)f (the)h(ICV)h(bandwidth:)185 4115 y SDict begin H.S end 185 4115 a 185 4115 a SDict begin 18.85004 H.A end 185 4115 a 185 4115 a SDict begin [/View [/XYZ H.V]/Dest (equation.3.8) cvn /DEST pdfmark end 185 4115 a 226 3899 a Fp(MSE)q(\()475 3872 y(^)474 3899 y Fo(h)530 3914 y Fm(I)5 b(C)g(V)682 3899 y Fp(\))28 b(=)907 3758 y Fl(\022)1019 3831 y Fp(1)p 990 3876 108 4 v 990 3967 a(4)p Fo(\031)1108 3758 y Fl(\023)1181 3780 y Fn(1)p Fm(=)p Fn(5)1361 3831 y Fo(R)q Fp(\()p Fo(f)1533 3795 y Fj(000)1594 3831 y Fp(\))1632 3795 y Fn(2)p 1318 3876 398 4 v 1318 3967 a Fo(R)q Fp(\()p Fo(f)1490 3938 y Fj(00)1532 3967 y Fp(\))1570 3938 y Fn(16)p Fm(=)p Fn(5)1725 3899 y Fo(n)1783 3857 y Fj(\000)p Fn(3)p Fm(=)p Fn(5)1965 3758 y Fl(\032)2074 3831 y Fp(2)p 2049 3876 98 4 v 2049 3967 a(25)2167 3831 y Fo(R)q Fp(\()p Fo(f)11 b Fp(\))p Fo(R)q Fp(\()p Fo(f)2549 3795 y Fj(00)2591 3831 y Fp(\))2629 3795 y Fn(13)p Fm(=)p Fn(5)p 2167 3876 608 4 v 2315 3967 a Fo(R)q Fp(\()p Fo(f)2487 3938 y Fj(000)2548 3967 y Fp(\))2586 3938 y Fn(2)2997 3831 y Fo(R)q Fp(\()p Fo(\032)3160 3846 y Fm(L)3212 3831 y Fp(\))p 2794 3876 660 4 v 2794 3967 a Fo(R)q Fp(\()p Fo(L)p Fp(\))3011 3938 y Fn(9)p Fm(=)p Fn(5)3121 3967 y Fp(\()p Fo(\026)3218 3933 y Fn(2)3218 3994 y(2)p Fm(L)3305 3967 y Fp(\))3343 3938 y Fn(1)p Fm(=)p Fn(5)3463 3899 y Fp(+)927 4257 y Fo(n)985 4221 y Fj(\000)p Fn(3)p Fm(=)p Fn(5)p 927 4302 224 4 v 965 4393 a Fp(400)1176 4184 y Fl(\022)1260 4257 y Fo(R)q Fp(\()p Fo(L)p Fp(\))1477 4221 y Fn(2)p Fm(=)p Fn(5)1587 4257 y Fo(\026)1646 4272 y Fn(2)p Fm(L)1733 4257 y Fo(\026)1792 4272 y Fn(4)p Fm(L)p 1260 4302 620 4 v 1403 4393 a Fp(\()p Fo(\026)1500 4359 y Fn(2)1500 4420 y(2)p Fm(L)1587 4393 y Fp(\))1625 4364 y Fn(7)p Fm(=)p Fn(5)1911 4325 y Fk(\000)2143 4257 y Fp(3)p 2021 4302 294 4 v 2021 4393 a(\(4)p Fo(\031)t Fp(\))2205 4364 y Fn(1)p Fm(=)p Fn(5)2324 4184 y Fl(\023)2398 4198 y Fn(2)2437 4154 y Fl(\))2517 4325 y Fo(:)3775 4115 y Fp(\(8\))0 4632 y(Expression)39 b(\()536 4632 y SDict begin H.S end 536 4632 a Fp(8)585 4568 y SDict begin H.R end 585 4568 a 585 4632 a SDict begin [/Color [1 0 0]/H /I/Border [0 0 1]BorderArrayPatch/BS <</S/S/W 1>>/Subtype /Link/Dest (equation.3.8) cvn H.B /ANN pdfmark end 585 4632 a Fp(\))e(is)h(v)-5 b(alid)35 b(for)j(either)f(large)g(or)g(small)f(v)-5 b(alues)37 b(of)g Fo(\033)42 b Fp(and)c(includes)g(second)h(order)e (bias)0 4788 y(terms.)146 4945 y(As)g(our)g(target)f(densities)h(w)m(e) h(considered)f(the)g(follo)m(wing)d(\014v)m(e)k(normal)c(mixtures)j (de\014ned)h(in)e(the)0 5101 y(article)31 b(b)m(y)434 5126 y SDict begin H.S end 434 5126 a -25 x Fp(Marron)h(and)h(W)-8 b(and)33 b(\(1992\))1526 5027 y SDict begin H.R end 1526 5027 a 1526 5101 a SDict begin [/Color [0 1 0]/H /I/Border [0 0 1]BorderArrayPatch/BS <</S/S/W 1>>/Subtype /Link/Dest (cite.MarronWand:MISE) cvn H.B /ANN pdfmark end 1526 5101 a Fp(:)1926 5656 y(6)p eop end end %%Page: 7 7 TeXDict begin HPSdict begin 7 6 bop 0 0 a SDict begin /product where{pop product(Distiller)search{pop pop pop version(.)search{exch pop exch pop(3011)eq{gsave newpath 0 0 moveto closepath clip/Courier findfont 10 scalefont setfont 72 72 moveto(.)show grestore}if}{pop}ifelse}{pop}ifelse}if end 0 0 a -8 -308 a SDict begin H.S end -8 -308 a -8 -308 a SDict begin H.R end -8 -308 a -8 -308 a SDict begin [/View [/XYZ H.V]/Dest (page.7) cvn /DEST pdfmark end -8 -308 a 136 11 3629 4 v 134 167 4 157 v 527 167 V 527 167 V 1984 120 a Fp(Densit)m(y)p 3762 167 V 528 170 3236 4 v 134 323 4 157 v 527 323 V 527 323 V 1121 323 V 1138 323 V 1138 323 V 1289 277 a(sk)m(ew)m(ed)p 1733 323 V 1750 323 V 1749 323 V 2442 323 V 2459 323 V 2459 323 V 997 w(separated)p 3102 323 V 3119 323 V 3119 323 V 309 w(sk)m(ew)m(ed)p 3762 323 V 134 480 V 527 480 V 527 480 V 677 433 a(normal)p 1121 480 V 1138 480 V 1138 480 V 261 w(unimo)s(dal)p 1733 480 V 1750 480 V 1749 480 V 286 w(bimo)s(dal)p 2442 480 V 2459 480 V 2459 480 V 338 w(bimo)s(dal)p 3102 480 V 3119 480 V 3119 480 V 313 w(bimo)s(dal)p 3762 480 V 528 483 3236 4 v 134 636 4 157 v 303 590 a Fo(n)p 527 636 V 272 w(\013)p 800 636 V 238 w(\033)p 1121 636 V 1138 636 V 257 w(\013)p 1411 636 V 237 w(\033)p 1733 636 V 1750 636 V 306 w(\013)p 2120 636 V 286 w(\033)p 2442 636 V 2459 636 V 282 w(\013)p 2780 636 V 261 w(\033)p 3102 636 V 3119 636 V 306 w(\013)p 3489 636 V 262 w(\033)p 3762 636 V 136 640 3629 4 v 134 796 4 157 v 259 749 a Fp(100)p 527 796 V 172 w(3.05)p 800 796 V 123 w(2.79)p 1121 796 V 1138 796 V 140 w(5.28)p 1411 796 V 124 w(1.68)p 1733 796 V 1750 796 V 140 w(109.68)p 2120 796 V 123 w(1.03)p 2442 796 V 2459 796 V 140 w(16.70)p 2780 796 V 123 w(1.19)p 3102 796 V 3119 796 V 140 w(343.74)p 3489 796 V 99 w(1.01)p 3762 796 V 136 800 3629 4 v 134 956 4 157 v 259 909 a(250)p 527 956 V 172 w(2.78)p 800 956 V 123 w(4.04)p 1121 956 V 1138 956 V 140 w(3.16)p 1411 956 V 124 w(2.60)p 1733 956 V 1750 956 V 164 w(48.46)p 2120 956 V 148 w(1.06)p 2442 956 V 2459 956 V 164 w(4.51)p 2780 956 V 148 w(1.84)p 3102 956 V 3119 956 V 140 w(177.15)p 3489 956 V 99 w(1.02)p 3762 956 V 136 959 3629 4 v 134 1116 4 157 v 259 1069 a(500)p 527 1116 V 172 w(2.73)p 800 1116 V 123 w(4.97)p 1121 1116 V 1138 1116 V 140 w(2.84)p 1411 1116 V 124 w(3.56)p 1733 1116 V 1750 1116 V 189 w(6.21)p 2120 1116 V 172 w(1.55)p 2442 1116 V 2459 1116 V 164 w(3.18)p 2780 1116 V 148 w(2.58)p 3102 1116 V 3119 1116 V 140 w(161.39)p 3489 1116 V 99 w(1.02)p 3762 1116 V 136 1119 3629 4 v 134 1276 4 157 v 235 1229 a(1000)p 527 1276 V 147 w(2.69)p 800 1276 V 123 w(5.97)p 1121 1276 V 1138 1276 V 140 w(2.75)p 1411 1276 V 124 w(4.49)p 1733 1276 V 1750 1276 V 189 w(3.73)p 2120 1276 V 172 w(2.12)p 2442 1276 V 2459 1276 V 164 w(2.84)p 2780 1276 V 148 w(3.54)p 3102 1276 V 3119 1276 V 140 w(123.78)p 3489 1276 V 99 w(1.03)p 3762 1276 V 136 1279 3629 4 v 134 1436 4 157 v 235 1389 a(5000)p 527 1436 V 147 w(2.61)p 800 1436 V 123 w(8.84)p 1121 1436 V 1138 1436 V 140 w(2.66)p 1411 1436 V 124 w(6.85)p 1733 1436 V 1750 1436 V 189 w(2.77)p 2120 1436 V 172 w(4.26)p 2442 1436 V 2459 1436 V 164 w(2.70)p 2780 1436 V 148 w(5.74)p 3102 1436 V 3119 1436 V 189 w(4.71)p 3489 1436 V 148 w(1.79)p 3762 1436 V 136 1439 3629 4 v 134 1595 4 157 v 210 1548 a(20000)p 527 1595 V 123 w(2.55)p 800 1595 V 99 w(12.40)p 1121 1595 V 1138 1595 V 115 w(2.59)p 1411 1595 V 124 w(9.58)p 1733 1595 V 1750 1595 V 189 w(2.68)p 2120 1595 V 172 w(6.22)p 2442 1595 V 2459 1595 V 164 w(2.63)p 2780 1595 V 148 w(8.08)p 3102 1595 V 3119 1595 V 189 w(2.85)p 3489 1595 V 148 w(3.46)p 3762 1595 V 136 1599 3629 4 v 134 1755 4 157 v 186 1708 a(100000)p 527 1755 V 98 w(2.50)p 800 1755 V 99 w(18.80)p 1121 1755 V 1138 1755 V 115 w(2.53)p 1411 1755 V 100 w(14.27)p 1733 1755 V 1750 1755 V 164 w(2.60)p 2120 1755 V 172 w(9.19)p 2442 1755 V 2459 1755 V 164 w(2.56)p 2780 1755 V 124 w(11.94)p 3102 1755 V 3119 1755 V 164 w(2.70)p 3489 1755 V 148 w(5.65)p 3762 1755 V 136 1759 3629 4 v 134 1915 4 157 v 186 1868 a(500000)p 527 1915 V 98 w(2.47)p 800 1915 V 99 w(29.54)p 1121 1915 V 1138 1915 V 115 w(2.49)p 1411 1915 V 100 w(21.88)p 1733 1915 V 1750 1915 V 164 w(2.54)p 2120 1915 V 148 w(13.65)p 2442 1915 V 2459 1915 V 139 w(2.50)p 2780 1915 V 124 w(18.07)p 3102 1915 V 3119 1915 V 164 w(2.62)p 3489 1915 V 148 w(8.39)p 3762 1915 V 136 1918 3629 4 v 1271 2079 a(T)-8 b(able)32 b(1:)1658 2079 y SDict begin H.S end 1658 2079 a 1658 2079 a SDict begin H.R end 1658 2079 a 1658 2079 a SDict begin [/View [/XYZ H.V]/Dest (table.1) cvn /DEST pdfmark end 1658 2079 a Fp(MSE-optimal)e Fo(\013)k Fp(and)e Fo(\033)t Fp(.)453 2482 y(Gaussian)g(densit)m(y:)513 b Fo(N)10 b Fp(\(0)p Fo(;)17 b Fp(1\))453 2643 y(Sk)m(ew)m(ed)35 b(unimo)s(dal)30 b(densit)m(y:)1725 2604 y Fn(1)p 1725 2620 36 4 v 1725 2678 a(5)1771 2643 y Fo(N)10 b Fp(\(0)p Fo(;)17 b Fp(1\))k(+)2206 2604 y Fn(1)p 2206 2620 V 2206 2678 a(5)2252 2643 y Fo(N)2340 2533 y Fl(\020)2410 2604 y Fn(1)p 2410 2620 V 2410 2678 a(2)2455 2643 y Fo(;)2499 2563 y Fl(\000)2554 2604 y Fn(2)p 2554 2620 V 2554 2678 a(3)2600 2563 y Fl(\001)2645 2585 y Fn(2)2685 2533 y Fl(\021)2766 2643 y Fp(+)2874 2604 y Fn(3)p 2874 2620 V 2874 2678 a(5)2919 2643 y Fo(N)3007 2533 y Fl(\020)3077 2604 y Fn(13)p 3077 2620 71 4 v 3077 2678 a(12)3158 2643 y Fo(;)3202 2563 y Fl(\000)3257 2604 y Fn(5)p 3257 2620 36 4 v 3257 2678 a(9)3303 2563 y Fl(\001)3348 2585 y Fn(2)3388 2533 y Fl(\021)453 2823 y Fp(Bimo)s(dal)29 b(densit)m(y:)1725 2783 y Fn(1)p 1725 2800 V 1725 2857 a(2)1771 2823 y Fo(N)1859 2712 y Fl(\020)1919 2823 y Fk(\000)p Fp(1)p Fo(;)2089 2742 y Fl(\000)2144 2783 y Fn(2)p 2144 2800 V 2144 2857 a(3)2190 2742 y Fl(\001)2235 2764 y Fn(2)2275 2712 y Fl(\021)2356 2823 y Fp(+)2464 2783 y Fn(1)p 2464 2800 V 2464 2857 a(2)2510 2823 y Fo(N)2598 2712 y Fl(\020)2658 2823 y Fp(1)p Fo(;)2751 2742 y Fl(\000)2806 2783 y Fn(2)p 2806 2800 V 2806 2857 a(3)2851 2742 y Fl(\001)2897 2764 y Fn(2)2936 2712 y Fl(\021)453 3002 y Fp(Separated)k(bimo)s(dal)d (densit)m(y:)1725 2963 y Fn(1)p 1725 2979 V 1725 3036 a(2)1771 3002 y Fo(N)1859 2891 y Fl(\020)1919 3002 y Fk(\000)2006 2963 y Fn(3)p 2006 2979 V 2006 3036 a(2)2051 3002 y Fo(;)2095 2921 y Fl(\000)2151 2963 y Fn(1)p 2151 2979 V 2151 3036 a(2)2196 2921 y Fl(\001)2242 2944 y Fn(2)2281 2891 y Fl(\021)2363 3002 y Fp(+)2471 2963 y Fn(1)p 2471 2979 V 2471 3036 a(2)2516 3002 y Fo(N)2604 2891 y Fl(\020)2674 2963 y Fn(3)p 2674 2979 V 2674 3036 a(2)2719 3002 y Fo(;)2763 2921 y Fl(\000)2819 2963 y Fn(1)p 2819 2979 V 2819 3036 a(2)2864 2921 y Fl(\001)2909 2944 y Fn(2)2949 2891 y Fl(\021)453 3181 y Fp(Sk)m(ew)m(ed)35 b(bimo)s(dal)30 b(densit)m(y:)1725 3142 y Fn(3)p 1725 3158 V 1725 3216 a(4)1771 3181 y Fo(N)10 b Fp(\(0)p Fo(;)17 b Fp(1\))k(+)2206 3142 y Fn(1)p 2206 3158 V 2206 3216 a(4)2252 3181 y Fo(N)2340 3071 y Fl(\020)2410 3142 y Fn(3)p 2410 3158 V 2410 3216 a(2)2455 3181 y Fo(;)2499 3101 y Fl(\000)2554 3142 y Fn(1)p 2554 3158 V 2554 3216 a(3)2600 3101 y Fl(\001)2645 3123 y Fn(2)2685 3071 y Fl(\021)2744 3181 y Fp(.)0 3431 y(These)34 b(c)m(hoices)g(for)e Fo(f)43 b Fp(represen)m(t)35 b(densit)m(y)e(shap)s(es)h(that)e(are)h (common)e(in)h(practice.)146 3588 y(In)26 b(T)-8 b(able)522 3588 y SDict begin H.S end 522 3588 a Fp(1)571 3524 y SDict begin H.R end 571 3524 a 571 3588 a SDict begin [/Color [1 0 0]/H /I/Border [0 0 1]BorderArrayPatch/BS <</S/S/W 1>>/Subtype /Link/Dest (table.1) cvn H.B /ANN pdfmark end 571 3588 a 25 w Fp(w)m(e)27 b(pro)m(vide)f(the)f(MSE-optimal)e(c)m (hoices)k(of)e Fo(\013)h Fp(and)f Fo(\033)30 b Fp(for)25 b(the)h(target)f(densities)g(at)g(eigh)m(t)0 3744 y(sample)31 b(sizes)h(ranging)f(from)f Fo(n)e Fp(=)g(100)j(up)h(to)f Fo(n)d Fp(=)g(500000.)41 b(It)32 b(is)f(ob)m(vious)h(that)g(the)g (MSE-optimal)d Fo(\013)0 3901 y Fp(and)k Fo(\033)k Fp(v)-5 b(ary)33 b(greatly)g(from)e(one)j(densit)m(y)g(to)e(another,)i(whic)m (h)f(is)g(esp)s(ecially)f(true)h(for)g(\\small")d(sample)0 4057 y(sizes.)43 b(Ho)m(w)m(ev)m(er,)31 b(the)d(optimal)d Fo(\013)k Fp(seems)g(to)e(con)m(v)m(erge)j(to)e(ab)s(out)f(2.5)h(for)f (eac)m(h)i(densit)m(y)g(as)f Fo(n)g Fp(increases,)0 4214 y(whic)m(h)39 b(\014ts)g(with)f(our)h(observ)-5 b(ation)38 b(that)g(the)h(optimal)d Fo(\013)j Fp(is)f(2)p Fo(:)p Fp(4233.)60 b(The)40 b(optimal)35 b Fo(\033)43 b Fp(is)38 b(increasing)0 4370 y(with)31 b(sample)f(size.)43 b(It)32 b(us)f(remark)-5 b(able)30 b(that)h(all)e(the)j(MSE-optimal)d Fo(\013)j Fp(and)f Fo(\033)k Fp(in)30 b(T)-8 b(able)3356 4370 y SDict begin H.S end 3356 4370 a Fp(1)3405 4306 y SDict begin H.R end 3405 4306 a 3405 4370 a SDict begin [/Color [1 0 0]/H /I/Border [0 0 1]BorderArrayPatch/BS <</S/S/W 1>>/Subtype /Link/Dest (table.1) cvn H.B /ANN pdfmark end 3405 4370 a 31 w Fp(corresp)s(ond)0 4527 y(to)32 b(k)m(ernels)i(from)d Fk(L)744 4542 y Fn(3)783 4527 y Fp(,)i(the)g(family)d(of)i(negativ)m(e-tailed)f(k)m(ernels.)0 4686 y SDict begin H.S end 0 4686 a 0 4686 a SDict begin 18.85004 H.A end 0 4686 a 0 4686 a SDict begin [/View [/XYZ H.V]/Dest (subsection.3.3) cvn /DEST pdfmark end 0 4686 a 175 x Fh(3.3)135 b(Mo)t(del)45 b(for)g(the)h(ICV)e(parameters)0 5081 y Fp(W)-8 b(e)48 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1.80 c p3 231.15 347.71 1.80 c p3 225.84 480.28 1.80 c p3 270.50 449.38 1.80 c p3 313.95 444.59 1.80 c p3 278.64 485.30 1.80 c p3 233.10 465.89 1.80 c p3 315.03 438.27 1.80 c p3 305.12 398.76 1.80 c p3 338.29 405.08 1.80 c p3 359.71 477.77 1.80 c p3 334.24 451.29 1.80 c p3 396.23 353.13 1.80 c p3 413.56 445.86 1.80 c p3 198.68 516.66 1.80 c p3 203.10 513.63 1.80 c p3 206.70 451.04 1.80 c p3 289.35 485.83 1.80 c p3 308.56 503.63 1.80 c p3 163.05 525.04 1.80 c p3 392.04 428.36 1.80 c p3 389.57 411.56 1.80 c p3 399.58 418.49 1.80 c p3 321.83 456.57 1.80 c p3 248.43 442.73 1.80 c p3 259.47 412.23 1.80 c p3 337.17 373.62 1.80 c p3 262.44 483.65 1.80 c p3 370.08 288.29 1.80 c p3 154.39 529.96 1.80 c p3 150.54 545.14 1.80 c p3 249.96 363.38 1.80 c p3 161.15 530.99 1.80 c p3 207.32 506.75 1.80 c p3 248.75 486.81 1.80 c p3 324.68 487.91 1.80 c p3 279.53 379.02 1.80 c p3 208.20 525.29 1.80 c p3 390.17 453.97 1.80 c p3 264.50 459.83 1.80 c p3 394.32 474.79 1.80 c p3 214.33 481.58 1.80 c p3 240.51 495.48 1.80 c p3 290.86 469.88 1.80 c p3 162.24 523.27 1.80 c p3 310.20 477.99 1.80 c p3 259.53 339.02 1.80 c p3 200.90 488.12 1.80 c p3 282.04 466.12 1.80 c p3 207.01 511.08 1.80 c p3 272.53 324.49 1.80 c p3 293.80 482.50 1.80 c p3 270.38 309.34 1.80 c p3 350.41 345.33 1.80 c p3 198.03 505.77 1.80 c p3 198.70 491.34 1.80 c p3 277.44 473.20 1.80 c p3 447.53 441.02 1.80 c p3 267.63 465.78 1.80 c p3 260.25 383.22 1.80 c p3 275.23 447.31 1.80 c p3 213.26 454.17 1.80 c p3 215.67 501.63 1.80 c p3 194.46 510.08 1.80 c p3 173.62 517.44 1.80 c p3 185.51 336.86 1.80 c p3 281.45 269.19 1.80 c p3 291.18 470.71 1.80 c p3 257.05 498.70 1.80 c p3 286.95 401.55 1.80 c p3 391.96 454.22 1.80 c p3 275.46 298.25 1.80 c p3 418.26 448.34 1.80 c p3 222.90 507.05 1.80 c p3 369.75 344.50 1.80 c p3 190.47 502.76 1.80 c p3 218.80 471.45 1.80 c p3 312.62 507.21 1.80 c p3 344.33 444.14 1.80 c p3 189.62 525.09 1.80 c p3 241.66 394.34 1.80 c p3 373.95 466.35 1.80 c p3 224.50 365.29 1.80 c p3 310.05 491.41 1.80 c p3 221.36 476.86 1.80 c p3 220.95 513.15 1.80 c p3 292.27 342.56 1.80 c p3 303.57 470.36 1.80 c p3 279.02 454.09 1.80 c p3 305.27 350.65 1.80 c p3 289.63 438.92 1.80 c p3 247.79 510.27 1.80 c p3 342.32 461.26 1.80 c p3 308.71 459.74 1.80 c p3 196.28 524.73 1.80 c p3 269.19 465.03 1.80 c p3 348.79 293.47 1.80 c p3 165.97 535.34 1.80 c p3 403.79 454.52 1.80 c p3 306.36 485.19 1.80 c p3 241.74 494.21 1.80 c p3 389.41 417.88 1.80 c p3 341.26 306.51 1.80 c p3 364.20 496.04 1.80 c p3 212.20 478.21 1.80 c p3 255.04 443.58 1.80 c p3 294.51 418.69 1.80 c p3 334.63 475.99 1.80 c p3 200.38 502.79 1.80 c p3 279.26 390.08 1.80 c p3 186.15 510.69 1.80 c p3 339.85 412.33 1.80 c p3 263.72 508.03 1.80 c p3 301.33 508.26 1.80 c p3 256.15 499.60 1.80 c p3 328.34 383.60 1.80 c p3 315.94 483.37 1.80 c p3 205.52 513.75 1.80 c p3 342.24 311.07 1.80 c p3 154.72 541.61 1.80 c p3 198.69 509.98 1.80 c p3 154.55 538.61 1.80 c p3 340.54 493.31 1.80 c p3 342.81 469.99 1.80 c p3 297.20 500.05 1.80 c p3 220.18 484.87 1.80 c p3 359.03 295.83 1.80 c p3 270.77 487.77 1.80 c p3 203.85 526.45 1.80 c p3 351.47 483.31 1.80 c p3 264.94 491.06 1.80 c p3 356.56 480.69 1.80 c p3 333.45 304.09 1.80 c p3 265.96 503.92 1.80 c p3 418.70 378.31 1.80 c p3 156.96 529.57 1.80 c p3 176.14 516.89 1.80 c p3 288.44 454.51 1.80 c p3 344.08 439.22 1.80 c p3 257.88 264.44 1.80 c p3 310.37 435.57 1.80 c p3 332.61 471.42 1.80 c p3 189.16 510.45 1.80 c p3 298.10 470.58 1.80 c p3 275.01 427.05 1.80 c p3 323.04 467.40 1.80 c p3 302.29 467.02 1.80 c p3 301.86 344.98 1.80 c p3 270.79 348.94 1.80 c p3 321.52 477.35 1.80 c p3 141.81 527.29 1.80 c p3 211.94 491.54 1.80 c p3 271.29 503.01 1.80 c p3 293.37 482.48 1.80 c p3 276.20 481.30 1.80 c p3 250.20 493.97 1.80 c p3 316.81 452.95 1.80 c p3 339.20 331.33 1.80 c p3 201.27 505.98 1.80 c p3 179.44 520.98 1.80 c p3 304.85 459.72 1.80 c p3 319.18 417.29 1.80 c p3 185.16 522.98 1.80 c p3 220.50 422.53 1.80 c p3 217.21 466.80 1.80 c p3 266.03 461.61 1.80 c p3 432.82 455.45 1.80 c p3 253.54 512.15 1.80 c p3 251.84 491.91 1.80 c p3 190.18 511.18 1.80 c p3 388.89 456.25 1.80 c p3 243.19 488.66 1.80 c p3 313.18 459.39 1.80 c p3 166.28 547.18 1.80 c p3 198.76 503.06 1.80 c p3 229.33 497.07 1.80 c p3 253.99 493.15 1.80 c p3 179.29 523.42 1.80 c p3 363.68 440.26 1.80 c p3 368.86 473.60 1.80 c p3 241.13 493.50 1.80 c p3 343.58 459.06 1.80 c p3 246.19 501.32 1.80 c p3 247.96 517.17 1.80 c p3 228.43 511.72 1.80 c p3 185.55 465.78 1.80 c p3 301.29 476.35 1.80 c p3 279.73 479.46 1.80 c p3 241.66 503.99 1.80 c p3 226.10 468.12 1.80 c p3 320.97 474.52 1.80 c p3 209.99 517.71 1.80 c p3 313.89 436.53 1.80 c p3 279.79 479.86 1.80 c p3 349.29 486.96 1.80 c p3 179.64 522.63 1.80 c p3 185.95 524.42 1.80 c p3 196.88 511.08 1.80 c p3 314.29 292.54 1.80 c p3 358.96 261.68 1.80 c p3 392.84 401.61 1.80 c p3 349.90 417.79 1.80 c p3 248.72 496.82 1.80 c p3 233.82 471.64 1.80 c p3 294.50 426.94 1.80 c p3 199.87 503.10 1.80 c p3 269.11 331.01 1.80 c p3 245.62 390.41 1.80 c p3 289.48 480.01 1.80 c p3 241.74 498.68 1.80 c p3 227.27 347.35 1.80 c p3 237.25 505.67 1.80 c p3 233.63 342.36 1.80 c p3 162.84 529.03 1.80 c p3 218.08 501.09 1.80 c p3 492.93 403.92 1.80 c p3 238.04 503.12 1.80 c p3 300.85 249.12 1.80 c p3 180.73 523.91 1.80 c p3 292.59 420.61 1.80 c p3 229.16 474.40 1.80 c p3 358.86 489.15 1.80 c p3 209.86 503.60 1.80 c p3 293.81 480.63 1.80 c p3 260.71 492.90 1.80 c p3 232.66 432.25 1.80 c p3 239.08 509.70 1.80 c p3 235.56 495.56 1.80 c p3 240.04 426.24 1.80 c p3 308.65 454.10 1.80 c p3 197.09 521.93 1.80 c p3 339.96 331.72 1.80 c p3 351.46 475.31 1.80 c p3 291.63 464.78 1.80 c p3 290.89 424.76 1.80 c p3 252.08 478.64 1.80 c p3 357.49 457.87 1.80 c p3 305.19 433.69 1.80 c p3 244.15 508.25 1.80 c p3 172.68 511.92 1.80 c p3 225.86 483.07 1.80 c p3 201.89 518.60 1.80 c p3 326.94 467.92 1.80 c p3 153.39 537.52 1.80 c p3 233.44 502.26 1.80 c p3 275.37 484.05 1.80 c p3 216.03 491.38 1.80 c p3 197.82 524.90 1.80 c p3 194.01 518.28 1.80 c p3 286.01 408.52 1.80 c p3 270.14 484.81 1.80 c p3 203.13 502.33 1.80 c p3 160.95 533.93 1.80 c p3 324.11 423.48 1.80 c p3 209.34 498.09 1.80 c p3 175.19 522.83 1.80 c p3 359.34 360.31 1.80 c p3 293.49 478.31 1.80 c p3 328.01 475.81 1.80 c p3 308.97 439.47 1.80 c p3 195.96 513.57 1.80 c p3 164.12 526.65 1.80 c p3 210.79 503.23 1.80 c p3 323.87 494.79 1.80 c p3 168.82 528.25 1.80 c p3 288.68 417.41 1.80 c p3 207.89 491.92 1.80 c p3 95.07 552.71 1.80 c p3 208.03 506.04 1.80 c p3 312.01 419.92 1.80 c p3 224.64 487.29 1.80 c p3 243.94 510.29 1.80 c p3 181.77 511.61 1.80 c p3 242.47 382.21 1.80 c p3 309.34 343.90 1.80 c p3 374.21 323.75 1.80 c p3 233.79 493.05 1.80 c p3 221.23 474.26 1.80 c p3 220.44 298.14 1.80 c p3 320.52 470.01 1.80 c p3 313.38 441.57 1.80 c p3 346.29 394.04 1.80 c p3 244.22 390.19 1.80 c p3 245.00 499.47 1.80 c p3 215.59 512.35 1.80 c p3 346.68 436.60 1.80 c p3 239.12 496.06 1.80 c p3 175.59 526.23 1.80 c p3 247.47 422.74 1.80 c p3 438.78 451.56 1.80 c p3 249.17 496.60 1.80 c p3 146.30 553.34 1.80 c p3 263.99 480.10 1.80 c p3 361.42 444.79 1.80 c p3 356.07 470.16 1.80 c p3 206.92 499.11 1.80 c p3 214.57 497.23 1.80 c p3 257.22 440.40 1.80 c p3 212.22 489.04 1.80 c p3 239.10 504.15 1.80 c p3 205.56 524.18 1.80 c p3 448.60 451.63 1.80 c p3 381.25 402.16 1.80 c p3 372.04 280.05 1.80 c p3 350.39 301.72 1.80 c p3 170.16 528.43 1.80 c p3 283.99 360.07 1.80 c p3 308.61 490.87 1.80 c p3 268.62 439.08 1.80 c p3 165.78 512.16 1.80 c p3 211.82 512.32 1.80 c p3 258.46 482.73 1.80 c p3 227.74 374.89 1.80 c p3 336.71 468.29 1.80 c p3 339.14 426.02 1.80 c p3 286.84 307.93 1.80 c p3 245.94 505.06 1.80 c p3 261.78 429.71 1.80 c p3 292.06 493.25 1.80 c p3 222.14 507.61 1.80 c p3 205.52 358.97 1.80 c p3 186.32 523.29 1.80 c p3 199.89 515.01 1.80 c p3 244.07 467.46 1.80 c p3 319.17 446.43 1.80 c p3 216.35 496.41 1.80 c p3 180.72 516.73 1.80 c p3 271.32 492.05 1.80 c p3 283.31 301.98 1.80 c p3 333.43 471.96 1.80 c p3 181.70 520.09 1.80 c p3 263.04 480.18 1.80 c p3 280.97 424.49 1.80 c p3 269.25 387.88 1.80 c p3 326.86 414.97 1.80 c p3 254.82 487.20 1.80 c p3 354.39 402.47 1.80 c p3 170.66 528.76 1.80 c p3 235.09 266.15 1.80 c p3 315.25 384.91 1.80 c p3 218.31 514.01 1.80 c p3 296.13 479.97 1.80 c p3 215.60 521.59 1.80 c p3 270.95 386.41 1.80 c p3 337.48 451.89 1.80 c p3 270.11 489.10 1.80 c p3 160.21 536.65 1.80 c p3 381.84 458.91 1.80 c p3 274.17 454.24 1.80 c p3 225.68 423.02 1.80 c p3 289.86 261.28 1.80 c p3 448.01 401.90 1.80 c p3 164.53 524.24 1.80 c p3 366.82 466.94 1.80 c p3 463.24 422.14 1.80 c p3 220.76 486.67 1.80 c p3 178.68 526.14 1.80 c p3 294.54 463.65 1.80 c p3 192.04 515.38 1.80 c p3 244.34 494.39 1.80 c p3 261.78 501.35 1.80 c p3 211.35 514.97 1.80 c p3 248.60 510.79 1.80 c p3 276.00 484.98 1.80 c p3 270.28 461.51 1.80 c p3 235.93 511.68 1.80 c p3 295.97 344.25 1.80 c p3 182.73 505.24 1.80 c p3 328.71 449.99 1.80 c p3 428.74 348.86 1.80 c p3 440.66 416.87 1.80 c p3 212.54 458.71 1.80 c p3 260.28 426.88 1.80 c p3 217.69 385.95 1.80 c p3 239.82 475.30 1.80 c p3 262.90 432.74 1.80 c p3 290.64 496.15 1.80 c p3 136.98 556.78 1.80 c p3 404.12 444.00 1.80 c p3 201.37 518.75 1.80 c p3 287.85 389.00 1.80 c p3 282.15 481.71 1.80 c p3 290.17 513.75 1.80 c p3 194.87 508.06 1.80 c p3 257.60 431.72 1.80 c p3 401.70 481.70 1.80 c p3 315.65 437.97 1.80 c p3 331.39 452.23 1.80 c p3 422.49 279.61 1.80 c p3 265.47 495.27 1.80 c p3 254.40 489.95 1.80 c p3 153.91 538.15 1.80 c p3 304.14 471.48 1.80 c p3 245.76 487.61 1.80 c p3 244.68 454.63 1.80 c p3 240.61 501.54 1.80 c p3 266.36 493.12 1.80 c p3 179.94 508.62 1.80 c p3 336.32 465.69 1.80 c p3 261.96 435.73 1.80 c p3 218.85 505.48 1.80 c p3 193.45 524.94 1.80 c p3 340.50 295.66 1.80 c p3 275.20 363.80 1.80 c p3 175.16 524.65 1.80 c p3 137.71 543.07 1.80 c p3 339.46 252.08 1.80 c p3 231.22 494.64 1.80 c p3 293.60 468.99 1.80 c p3 171.17 515.67 1.80 c p3 266.70 498.71 1.80 c p3 234.35 472.67 1.80 c p3 224.16 507.07 1.80 c p3 171.95 537.82 1.80 c p3 227.70 516.43 1.80 c p3 193.69 515.57 1.80 c p3 278.91 479.40 1.80 c p3 230.67 492.32 1.80 c p3 212.08 504.25 1.80 c p3 271.13 496.90 1.80 c p3 204.64 337.26 1.80 c p3 239.08 505.54 1.80 c p3 202.55 500.55 1.80 c p3 364.92 321.74 1.80 c p3 188.98 506.23 1.80 c p3 351.12 489.43 1.80 c p3 190.98 522.02 1.80 c p3 162.68 532.28 1.80 c p3 262.40 480.02 1.80 c p3 159.51 529.24 1.80 c p3 287.86 503.24 1.80 c p3 250.74 341.37 1.80 c p3 218.52 510.19 1.80 c p3 407.20 377.21 1.80 c p3 179.30 520.75 1.80 c p3 267.88 312.27 1.80 c p3 285.95 491.46 1.80 c p3 157.46 550.00 1.80 c p3 347.61 403.37 1.80 c p3 485.94 444.15 1.80 c p3 220.32 280.25 1.80 c p3 165.81 521.92 1.80 c p3 319.53 421.54 1.80 c p3 319.95 469.76 1.80 c p3 244.50 518.00 1.80 c p3 172.66 528.51 1.80 c p3 403.53 435.99 1.80 c p3 238.06 499.56 1.80 c p3 512.73 435.99 1.80 c p3 306.84 382.85 1.80 c p3 208.79 510.68 1.80 c p3 168.83 527.01 1.80 c p3 274.24 483.16 1.80 c p3 177.87 528.93 1.80 c p3 258.99 476.14 1.80 c p3 349.75 461.05 1.80 c p3 237.63 495.06 1.80 c p3 337.13 471.02 1.80 c p3 185.04 528.38 1.80 c p3 327.47 497.19 1.80 c p3 166.30 521.64 1.80 c p3 276.89 478.74 1.80 c p3 257.75 425.07 1.80 c p3 317.46 446.51 1.80 c p3 324.68 438.57 1.80 c p3 332.72 402.18 1.80 c p3 363.52 374.50 1.80 c p3 254.58 493.83 1.80 c p3 290.66 465.32 1.80 c p3 348.60 414.47 1.80 c p3 344.39 461.21 1.80 c p3 182.09 529.98 1.80 c p3 181.67 501.70 1.80 c p3 169.66 529.16 1.80 c p3 336.76 462.78 1.80 c p3 212.16 495.41 1.80 c p3 228.20 504.93 1.80 c p3 261.75 383.85 1.80 c p3 316.25 366.49 1.80 c p3 154.13 548.19 1.80 c p3 389.58 455.86 1.80 c p3 201.54 506.53 1.80 c p3 208.70 514.79 1.80 c p3 205.20 512.23 1.80 c p3 191.91 523.93 1.80 c p3 345.62 456.91 1.80 c p3 204.05 515.16 1.80 c p3 160.36 525.42 1.80 c p3 226.87 513.84 1.80 c p3 352.26 374.91 1.80 c p3 323.97 441.56 1.80 c p3 132.52 542.20 1.80 c p3 326.17 438.69 1.80 c p3 310.05 413.60 1.80 c p3 165.29 523.36 1.80 c p3 307.74 339.16 1.80 c p3 251.34 500.92 1.80 c p3 293.30 456.65 1.80 c p3 274.42 387.32 1.80 c p3 280.42 486.84 1.80 c p3 385.15 441.68 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1.80 c p3 220.95 472.67 1.80 c p3 292.27 460.17 1.80 c p3 303.57 452.98 1.80 c p3 279.02 471.88 1.80 c p3 305.27 481.56 1.80 c p3 289.63 445.23 1.80 c p3 247.79 442.69 1.80 c p3 342.32 430.09 1.80 c p3 308.71 475.55 1.80 c p3 196.28 468.08 1.80 c p3 269.19 400.85 1.80 c p3 348.79 480.32 1.80 c p3 165.97 486.37 1.80 c p3 403.79 442.12 1.80 c p3 306.36 467.96 1.80 c p3 241.74 483.01 1.80 c p3 389.41 422.58 1.80 c p3 341.26 469.15 1.80 c p3 364.20 450.14 1.80 c p3 212.20 487.65 1.80 c p3 255.04 401.43 1.80 c p3 294.51 455.91 1.80 c p3 334.63 434.79 1.80 c p3 200.38 480.57 1.80 c p3 279.26 475.58 1.80 c p3 186.15 492.52 1.80 c p3 339.85 451.63 1.80 c p3 263.72 455.62 1.80 c p3 301.33 441.15 1.80 c p3 256.15 438.03 1.80 c p3 328.34 463.22 1.80 c p3 315.94 424.53 1.80 c p3 205.52 437.53 1.80 c p3 342.24 470.52 1.80 c p3 154.72 482.63 1.80 c p3 198.69 483.16 1.80 c p3 154.55 484.80 1.80 c p3 340.54 457.86 1.80 c p3 342.81 439.55 1.80 c p3 297.20 463.06 1.80 c p3 220.18 467.68 1.80 c p3 359.03 469.09 1.80 c p3 270.77 450.64 1.80 c p3 203.85 473.78 1.80 c p3 351.47 408.17 1.80 c p3 264.94 457.39 1.80 c p3 356.56 421.78 1.80 c p3 333.45 476.43 1.80 c p3 265.96 472.55 1.80 c p3 418.70 372.70 1.80 c p3 156.96 477.76 1.80 c p3 176.14 487.37 1.80 c p3 288.44 403.61 1.80 c p3 344.08 469.69 1.80 c p3 257.88 481.84 1.80 c p3 310.37 379.01 1.80 c p3 332.61 463.27 1.80 c p3 189.16 480.34 1.80 c p3 298.10 433.33 1.80 c p3 275.01 472.97 1.80 c p3 323.04 456.95 1.80 c p3 302.29 438.76 1.80 c p3 301.86 480.84 1.80 c p3 270.79 470.73 1.80 c p3 321.52 464.71 1.80 c p3 141.81 447.84 1.80 c p3 211.94 476.11 1.80 c p3 271.29 472.07 1.80 c p3 293.37 472.49 1.80 c p3 276.20 443.14 1.80 c p3 250.20 450.00 1.80 c p3 316.81 459.07 1.80 c p3 339.20 460.81 1.80 c p3 201.27 455.36 1.80 c p3 179.44 479.85 1.80 c p3 304.85 475.70 1.80 c p3 319.18 470.87 1.80 c p3 185.16 481.79 1.80 c p3 220.50 477.91 1.80 c p3 217.21 479.35 1.80 c p3 266.03 472.88 1.80 c p3 432.82 426.21 1.80 c p3 253.54 444.59 1.80 c p3 251.84 476.08 1.80 c p3 190.18 482.97 1.80 c p3 388.89 445.16 1.80 c p3 243.19 452.14 1.80 c p3 313.18 455.81 1.80 c p3 166.28 492.85 1.80 c p3 198.76 485.77 1.80 c p3 229.33 466.42 1.80 c p3 253.99 452.39 1.80 c p3 179.29 475.69 1.80 c p3 363.68 429.69 1.80 c p3 368.86 445.98 1.80 c p3 241.13 465.33 1.80 c p3 343.58 430.78 1.80 c p3 246.19 464.54 1.80 c p3 247.96 447.27 1.80 c p3 228.43 461.08 1.80 c p3 185.55 502.23 1.80 c p3 301.29 461.68 1.80 c p3 279.73 436.86 1.80 c p3 241.66 442.27 1.80 c p3 226.10 474.99 1.80 c p3 320.97 431.25 1.80 c p3 209.99 489.53 1.80 c p3 313.89 432.69 1.80 c p3 279.79 458.47 1.80 c p3 349.29 443.72 1.80 c p3 179.64 446.24 1.80 c p3 185.95 474.41 1.80 c p3 196.88 476.48 1.80 c p3 314.29 459.84 1.80 c p3 358.96 462.28 1.80 c p3 392.84 382.55 1.80 c p3 349.90 378.93 1.80 c p3 248.72 465.07 1.80 c p3 233.82 479.45 1.80 c p3 294.50 396.50 1.80 c p3 199.87 488.30 1.80 c p3 269.11 476.84 1.80 c p3 245.62 480.43 1.80 c p3 289.48 459.25 1.80 c p3 241.74 472.26 1.80 c p3 227.27 478.31 1.80 c p3 237.25 465.88 1.80 c p3 233.63 485.87 1.80 c p3 162.84 492.07 1.80 c p3 218.08 477.27 1.80 c p3 492.93 440.37 1.80 c p3 238.04 470.38 1.80 c p3 300.85 478.31 1.80 c p3 180.73 479.97 1.80 c p3 292.59 464.52 1.80 c p3 229.16 476.91 1.80 c p3 358.86 469.04 1.80 c p3 209.86 486.70 1.80 c p3 293.81 475.09 1.80 c p3 260.71 411.22 1.80 c p3 232.66 397.54 1.80 c p3 239.08 451.76 1.80 c p3 235.56 462.71 1.80 c p3 240.04 484.43 1.80 c p3 308.65 416.87 1.80 c p3 197.09 460.24 1.80 c p3 339.96 324.24 1.80 c p3 351.46 455.70 1.80 c p3 291.63 414.47 1.80 c p3 290.89 395.70 1.80 c p3 252.08 392.68 1.80 c p3 357.49 457.71 1.80 c p3 305.19 434.30 1.80 c p3 244.15 473.22 1.80 c p3 172.68 485.36 1.80 c p3 225.86 427.81 1.80 c p3 201.89 475.79 1.80 c p3 326.94 467.87 1.80 c p3 153.39 479.45 1.80 c p3 233.44 478.35 1.80 c p3 275.37 453.67 1.80 c p3 216.03 472.87 1.80 c p3 197.82 468.29 1.80 c p3 194.01 473.57 1.80 c p3 286.01 481.62 1.80 c p3 270.14 454.14 1.80 c p3 203.13 435.64 1.80 c p3 160.95 480.50 1.80 c p3 324.11 382.48 1.80 c p3 209.34 472.43 1.80 c p3 175.19 478.95 1.80 c p3 359.34 359.35 1.80 c p3 293.49 422.61 1.80 c p3 328.01 450.45 1.80 c p3 308.97 466.07 1.80 c p3 195.96 474.02 1.80 c p3 164.12 495.12 1.80 c p3 210.79 461.14 1.80 c p3 323.87 442.53 1.80 c p3 168.82 491.84 1.80 c p3 288.68 463.53 1.80 c p3 207.89 483.24 1.80 c p3 95.07 461.12 1.80 c p3 208.03 462.99 1.80 c p3 312.01 476.66 1.80 c p3 224.64 477.70 1.80 c p3 243.94 467.28 1.80 c p3 181.77 484.78 1.80 c p3 242.47 345.70 1.80 c p3 309.34 463.71 1.80 c p3 374.21 472.15 1.80 c p3 233.79 477.26 1.80 c p3 221.23 472.02 1.80 c p3 220.44 485.98 1.80 c p3 320.52 446.78 1.80 c p3 313.38 453.52 1.80 c p3 346.29 464.60 1.80 c p3 244.22 499.60 1.80 c p3 245.00 464.98 1.80 c p3 215.59 449.48 1.80 c p3 346.68 464.07 1.80 c p3 239.12 440.12 1.80 c p3 175.59 464.87 1.80 c p3 247.47 485.54 1.80 c p3 438.78 447.42 1.80 c p3 249.17 463.93 1.80 c p3 146.30 489.88 1.80 c p3 263.99 476.94 1.80 c p3 361.42 421.87 1.80 c p3 356.07 439.73 1.80 c p3 206.92 475.78 1.80 c p3 214.57 480.95 1.80 c p3 257.22 467.49 1.80 c p3 212.22 478.70 1.80 c p3 239.10 427.13 1.80 c p3 205.56 490.56 1.80 c p3 448.60 415.86 1.80 c p3 381.25 382.48 1.80 c p3 372.04 448.30 1.80 c p3 350.39 431.60 1.80 c p3 170.16 493.64 1.80 c p3 283.99 473.78 1.80 c p3 308.61 478.47 1.80 c p3 268.62 419.43 1.80 c p3 165.78 471.43 1.80 c p3 211.82 481.20 1.80 c p3 258.46 473.34 1.80 c p3 227.74 482.58 1.80 c p3 336.71 432.77 1.80 c p3 339.14 423.41 1.80 c p3 286.84 473.66 1.80 c p3 245.94 464.93 1.80 c p3 261.78 463.24 1.80 c p3 292.06 447.21 1.80 c p3 222.14 462.20 1.80 c p3 205.52 495.17 1.80 c p3 186.32 488.08 1.80 c p3 199.89 461.02 1.80 c p3 244.07 463.89 1.80 c p3 319.17 400.77 1.80 c p3 216.35 459.48 1.80 c p3 180.72 476.77 1.80 c p3 271.32 457.80 1.80 c p3 283.31 464.51 1.80 c p3 333.43 433.42 1.80 c p3 181.70 454.55 1.80 c p3 263.04 426.78 1.80 c p3 280.97 467.80 1.80 c p3 269.25 434.21 1.80 c p3 326.86 375.81 1.80 c p3 254.82 464.69 1.80 c p3 354.39 444.12 1.80 c p3 170.66 472.69 1.80 c p3 235.09 485.83 1.80 c p3 315.25 475.19 1.80 c p3 218.31 446.72 1.80 c p3 296.13 475.65 1.80 c p3 215.60 470.17 1.80 c p3 270.95 475.49 1.80 c p3 337.48 454.34 1.80 c p3 270.11 468.74 1.80 c p3 160.21 480.01 1.80 c p3 381.84 418.11 1.80 c p3 274.17 470.49 1.80 c p3 225.68 495.44 1.80 c p3 289.86 491.74 1.80 c p3 448.01 387.77 1.80 c p3 164.53 488.60 1.80 c p3 366.82 432.40 1.80 c p3 463.24 457.06 1.80 c p3 220.76 475.78 1.80 c p3 178.68 470.72 1.80 c p3 294.54 478.59 1.80 c p3 192.04 465.51 1.80 c p3 244.34 463.66 1.80 c p3 261.78 453.48 1.80 c p3 211.35 456.27 1.80 c p3 248.60 432.72 1.80 c p3 276.00 465.79 1.80 c p3 270.28 423.11 1.80 c p3 235.93 469.67 1.80 c p3 295.97 480.41 1.80 c p3 182.73 467.28 1.80 c p3 328.71 421.37 1.80 c p3 428.74 460.42 1.80 c p3 440.66 396.69 1.80 c p3 212.54 484.84 1.80 c p3 260.28 456.77 1.80 c p3 217.69 492.53 1.80 c p3 239.82 450.72 1.80 c p3 262.90 460.94 1.80 c p3 290.64 457.35 1.80 c p3 136.98 495.66 1.80 c p3 404.12 380.18 1.80 c p3 201.37 463.44 1.80 c p3 287.85 364.28 1.80 c p3 282.15 435.48 1.80 c p3 290.17 441.47 1.80 c p3 194.87 465.69 1.80 c p3 257.60 462.32 1.80 c p3 401.70 424.08 1.80 c p3 315.65 396.73 1.80 c p3 331.39 425.50 1.80 c p3 422.49 429.84 1.80 c p3 265.47 443.84 1.80 c p3 254.40 469.20 1.80 c p3 153.91 444.61 1.80 c p3 304.14 436.93 1.80 c p3 245.76 467.53 1.80 c p3 244.68 476.39 1.80 c p3 240.61 481.61 1.80 c p3 266.36 455.79 1.80 c p3 179.94 489.52 1.80 c p3 336.32 470.02 1.80 c p3 261.96 458.66 1.80 c p3 218.85 478.62 1.80 c p3 193.45 465.63 1.80 c p3 340.50 467.13 1.80 c p3 275.20 475.42 1.80 c p3 175.16 457.53 1.80 c p3 137.71 480.41 1.80 c p3 339.46 467.83 1.80 c p3 231.22 473.85 1.80 c p3 293.60 454.54 1.80 c p3 171.17 465.98 1.80 c p3 266.70 470.47 1.80 c p3 234.35 457.53 1.80 c p3 224.16 473.56 1.80 c p3 171.95 483.14 1.80 c p3 227.70 463.57 1.80 c p3 193.69 457.48 1.80 c p3 278.91 466.02 1.80 c p3 230.67 473.81 1.80 c p3 212.08 477.37 1.80 c p3 271.13 434.33 1.80 c p3 204.64 501.45 1.80 c p3 239.08 469.85 1.80 c p3 202.55 479.45 1.80 c p3 364.92 469.22 1.80 c p3 188.98 483.28 1.80 c p3 351.12 446.00 1.80 c p3 190.98 479.64 1.80 c p3 162.68 495.98 1.80 c p3 262.40 432.93 1.80 c p3 159.51 482.15 1.80 c p3 287.86 466.81 1.80 c p3 250.74 489.29 1.80 c p3 218.52 476.93 1.80 c p3 407.20 380.78 1.80 c p3 179.30 482.61 1.80 c p3 267.88 484.47 1.80 c p3 285.95 428.52 1.80 c p3 157.46 485.37 1.80 c p3 347.61 401.63 1.80 c p3 485.94 399.47 1.80 c p3 220.32 489.40 1.80 c p3 165.81 490.66 1.80 c p3 319.53 451.75 1.80 c p3 319.95 456.27 1.80 c p3 244.50 462.82 1.80 c p3 172.66 462.34 1.80 c p3 403.53 392.19 1.80 c p3 238.06 474.07 1.80 c p3 512.73 436.38 1.80 c p3 306.84 437.31 1.80 c p3 208.79 467.61 1.80 c p3 168.83 480.28 1.80 c p3 274.24 473.16 1.80 c p3 177.87 496.68 1.80 c p3 258.99 464.67 1.80 c p3 349.75 426.24 1.80 c p3 237.63 469.98 1.80 c p3 337.13 468.15 1.80 c p3 185.04 470.58 1.80 c p3 327.47 456.74 1.80 c p3 166.30 489.51 1.80 c p3 276.89 442.72 1.80 c p3 257.75 475.81 1.80 c p3 317.46 464.46 1.80 c p3 324.68 470.82 1.80 c p3 332.72 445.30 1.80 c p3 363.52 424.59 1.80 c p3 254.58 470.35 1.80 c p3 290.66 459.62 1.80 c p3 348.60 403.53 1.80 c p3 344.39 430.22 1.80 c p3 182.09 472.56 1.80 c p3 181.67 492.28 1.80 c p3 169.66 476.85 1.80 c p3 336.76 455.59 1.80 c p3 212.16 484.01 1.80 c p3 228.20 472.06 1.80 c p3 261.75 481.62 1.80 c p3 316.25 471.06 1.80 c p3 154.13 479.36 1.80 c p3 389.58 420.71 1.80 c p3 201.54 489.24 1.80 c p3 208.70 459.47 1.80 c p3 205.20 472.53 1.80 c p3 191.91 481.07 1.80 c p3 345.62 437.21 1.80 c p3 204.05 488.98 1.80 c p3 160.36 481.36 1.80 c p3 226.87 463.12 1.80 c p3 352.26 447.15 1.80 c p3 323.97 414.55 1.80 c p3 132.52 461.21 1.80 c p3 326.17 450.17 1.80 c p3 310.05 423.24 1.80 c p3 165.29 486.80 1.80 c p3 307.74 478.49 1.80 c p3 251.34 449.35 1.80 c p3 293.30 465.77 1.80 c p3 274.42 493.59 1.80 c p3 280.42 438.62 1.80 c p3 385.15 404.38 1.80 c p3 213.62 448.26 1.80 c p3 128.20 481.73 1.80 c p3 250.33 471.84 1.80 c p3 336.45 438.71 1.80 c p3 288.09 414.82 1.80 c p3 216.90 479.10 1.80 c p3 303.00 450.56 1.80 c p3 155.37 465.80 1.80 c p3 374.30 463.89 1.80 c p3 228.37 432.00 1.80 c p3 281.05 471.70 1.80 c p3 284.87 475.07 1.80 c p3 320.42 423.64 1.80 c p3 254.61 453.86 1.80 c p3 259.70 476.61 1.80 c p3 295.38 460.78 1.80 c p3 210.45 482.46 1.80 c p3 272.11 475.59 1.80 c p3 406.24 436.67 1.80 c p3 221.41 497.15 1.80 c p3 280.23 472.42 1.80 c p3 324.90 411.87 1.80 c p3 249.61 460.04 1.80 c p3 545.73 380.84 1.80 c p3 225.63 445.62 1.80 c p3 199.51 477.72 1.80 c p3 262.08 419.99 1.80 c p3 362.78 411.22 1.80 c p3 172.93 482.84 1.80 c p3 286.81 392.85 1.80 c p3 201.87 455.83 1.80 c p3 310.09 421.05 1.80 c p3 203.20 481.52 1.80 c p3 285.53 474.77 1.80 c p3 205.56 465.67 1.80 c p3 299.56 459.73 1.80 c p3 246.12 472.57 1.80 c p3 248.00 470.31 1.80 c p3 241.22 468.90 1.80 c p3 305.81 474.15 1.80 c p3 377.43 429.32 1.80 c p3 261.61 476.26 1.80 c p3 248.17 474.45 1.80 c p3 362.23 366.00 1.80 c p3 266.08 469.54 1.80 c p3 193.47 482.38 1.80 c p3 332.17 449.89 1.80 c p3 128.19 472.23 1.80 c p3 295.11 411.81 1.80 c p3 202.39 485.50 1.80 c p3 225.93 449.40 1.80 c p3 239.21 478.08 1.80 c p3 320.65 446.53 1.80 c p3 188.02 483.89 1.80 c p3 178.48 474.48 1.80 c p3 226.55 471.92 1.80 c p3 456.23 429.91 1.80 c p3 269.25 419.92 1.80 c p3 173.27 483.30 1.80 c p3 276.73 473.52 1.80 c p3 407.80 387.89 1.80 c p3 260.42 405.83 1.80 c p3 216.23 481.73 1.80 c p3 197.31 490.46 1.80 c p3 276.88 478.28 1.80 c p3 316.14 434.01 1.80 c p3 295.45 449.33 1.80 c p3 241.26 483.02 1.80 c p3 211.01 465.93 1.80 c p3 202.21 477.81 1.80 c p3 263.76 467.49 1.80 c p3 213.62 477.60 1.80 c p3 294.30 469.75 1.80 c p3 281.54 468.53 1.80 c p3 333.50 473.08 1.80 c p3 273.89 428.01 1.80 c p3 168.49 493.19 1.80 c p3 259.82 473.72 1.80 c p3 396.09 449.60 1.80 c p3 380.23 414.49 1.80 c p3 384.51 449.61 1.80 c p3 346.10 442.90 1.80 c p3 233.50 481.42 1.80 c p3 255.59 469.89 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y(J.)35 b(Statist.)e(9)14 b Fp(\(2\),)32 b(65{78.)0 816 y SDict begin H.S end 0 816 a 0 816 a SDict begin 18.85004 H.A end 0 816 a 0 816 a SDict begin [/View [/XYZ H.V]/Dest (cite.Sainetal:cv) cvn /DEST pdfmark end 0 816 a 103 w Fp(Sain,)47 b(S.)f(R.,)i(K.)d(A.)g(Baggerly)-8 b(,)47 b(and)f(D.)e(W.)i(Scott)f(\(1994\).)f(Cross-v)-5 b(alidation)43 b(of)h(m)m(ultiv)-5 b(ariate)249 972 y(densities.)33 b Fi(J.)i(A)n(mer.)f(Statist.)i(Asso)-5 b(c.)32 b(89)14 b Fp(\(427\),)31 b(807{817.)0 1170 y SDict begin H.S end 0 1170 a 0 1170 a SDict begin 18.85004 H.A end 0 1170 a 0 1170 a SDict begin [/View [/XYZ H.V]/Dest (cite.SavchukHartSheather:ICV) cvn /DEST pdfmark end 0 1170 a 103 w Fp(Sa)m(v)m(c)m(h)m(uk,)g(O.)d(Y.,)h (J.)e(D.)h(Hart,)g(and)g(S.)f(J.)h(Sheather)h(\(2008\).)d(Indirect)i (cross-v)-5 b(alidation)25 b(for)i(densit)m(y)249 1327 y(estimation.)k Fi(J.)k(A)n(mer.)f(Statist.)h(Asso)-5 b(c.,)35 b(submitte)-5 b(d)10 b Fp(.)0 1525 y SDict begin H.S end 0 1525 a 0 1525 a SDict begin 18.85004 H.A end 0 1525 a 0 1525 a SDict begin [/View [/XYZ H.V]/Dest (cite.Scott:UCV) cvn /DEST pdfmark end 0 1525 a 103 w Fp(Scott,)43 b(D.)d(W.)g(and)h(G.)f(R.)g(T)-8 b(errell)40 b(\(1987\).)f(Biased)i (and)f(un)m(biased)h(cross-v)-5 b(alidation)38 b(in)i(densit)m(y)249 1681 y(estimation.)31 b Fi(J.)k(A)n(mer.)f(Statist.)h(Asso)-5 b(c.)32 b(82)14 b Fp(\(400\),)31 b(1131{1146.)0 1879 y SDict begin H.S end 0 1879 a 0 1879 a SDict begin 18.85004 H.A end 0 1879 a 0 1879 a SDict begin [/View [/XYZ H.V]/Dest (cite.Sheather:Density) cvn /DEST pdfmark end 0 1879 a 103 w Fp(Sheather,)j(S.)e(J.)h(\(2004\).)f(Densit)m(y)g(estimation.)f Fi(Statist.)k(Sci.)d(19)14 b Fp(\(4\),)32 b(588{597.)0 2077 y SDict begin H.S end 0 2077 a 0 2077 a SDict begin 18.85004 H.A end 0 2077 a 0 2077 a SDict begin [/View [/XYZ H.V]/Dest (cite.Sheather:PI) cvn /DEST pdfmark end 0 2077 a 103 w Fp(Sheather,)d(S.)e(J.)g(and)g(M.)g(C.)g(Jones)h(\(1991\).)e(A)h (reliable)d(data-based)j(bandwidth)g(selection)g(metho)s(d)249 2234 y(for)32 b(k)m(ernel)i(densit)m(y)f(estimation.)e Fi(J.)k(R)-5 b(oy.)35 b(Statist.)g(So)-5 b(c.)34 b(Ser.)g(B)43 b(53)14 b Fp(\(3\),)31 b(683{690.)0 2432 y SDict begin H.S end 0 2432 a 0 2432 a SDict begin 18.85004 H.A end 0 2432 a 0 2432 a SDict begin [/View [/XYZ H.V]/Dest (cite.Stute) cvn /DEST pdfmark end 0 2432 a 103 w Fp(Stute,)f(W.)e(\(1992\).)g (Mo)s(di\014ed)g(cross-v)-5 b(alidation)26 b(in)i(densit)m(y)h (estimation.)d Fi(J.)31 b(Statist.)h(Plann.)e(Infer-)249 2588 y(enc)-5 b(e)40 b(30)14 b Fp(\(3\),)31 b(293{305.)0 2786 y SDict begin H.S end 0 2786 a 0 2786 a SDict begin 18.85004 H.A end 0 2786 a 0 2786 a SDict begin [/View [/XYZ H.V]/Dest (cite.Terrell:OS) cvn /DEST pdfmark end 0 2786 a 103 w Fp(T)-8 b(errell,)37 b(G.)f(R.)g(\(1990\).)g(The)i(maximal)33 b(smo)s(othing)i(principle)g(in)h(densit)m(y)h(estimation.)e Fi(J.)k(A)n(mer.)249 2943 y(Statist.)d(Asso)-5 b(c.)32 b(85)14 b Fp(\(410\),)31 b(470{477.)0 3141 y SDict begin H.S end 0 3141 a 0 3141 a SDict begin 18.85004 H.A end 0 3141 a 0 3141 a SDict begin [/View [/XYZ H.V]/Dest (cite.vanEs) cvn /DEST pdfmark end 0 3141 a 103 w Fp(v)-5 b(an)24 b(Es,)i(B.)e(\(1992\).)e(Asymptotics)i(for)f(least)g(squares)i(cross-v) -5 b(alidation)22 b(bandwidths)i(in)f(nonsmo)s(oth)249 3297 y(cases.)34 b Fi(A)n(nn.)h(Statist.)e(20)14 b Fp(\(3\),)31 b(1647{1657.)1901 5656 y(22)p eop end end %%Trailer end userdict /end-hook known{end-hook}if %%EOF