%PDF-1.4
%
1 0 obj
<<
/Type /Catalog
/Version /1.4
/Pages 2 0 R
/PageLabels 3 0 R
/Metadata 4 0 R
/Names 5 0 R
/Outlines 6 0 R
>>
endobj
7 0 obj
<<
/Author (Shuhan Liang; Wenbin Lu; Rui Song)
/CreationDate (D:20180723113738+05'30')
/Creator (LaTeX with hyperref package)
/Keywords (Advantage learning; convexified convolutional neural networks; convolutional neural networks; dynamic treatment regime; inverse probability weighting)
/ModDate (D:20180730080001+05'30')
/Producer (Acrobat Distiller 8.1.0 \(Windows\))
/Subject (Statistical Theory and Related Fields, 2018. doi: 10.1080/24754269.2018.1466096)
/Title (Deep advantage learning for optimal dynamic treatment regime)
>>
endobj
2 0 obj
<<
/Type /Pages
/Kids [8 0 R 9 0 R 10 0 R 11 0 R 12 0 R 13 0 R 14 0 R 15 0 R 16 0 R 17 0 R]
/Count 10
>>
endobj
3 0 obj
<<
/Nums [0 18 0 R 1 19 0 R]
>>
endobj
4 0 obj
<<
/Length 3427
/Subtype /XML
/Type /Metadata
>>
stream
application/pdf
Deep advantage learning for optimal dynamic treatment regime
Shuhan Liang; Wenbin Lu; Rui Song
Statistical Theory and Related Fields, 2018. doi: 10.1080/24754269.2018.1466096
2018-07-23T11:37:38+05:30
LaTeX with hyperref package
2018-07-30T08:00:01+05:30
2018-07-30T08:00:01+05:30
Acrobat Distiller 8.1.0 (Windows)
Advantage learning; convexified convolutional neural networks; convolutional neural networks; dynamic treatment regime; inverse probability weighting
uuid:5ea5550a-1852-4476-8829-7e4eaba8180b
uuid:3069711e-8da2-47ce-a49f-ff18b9875559
10.1080/24754269.2018.1466096
2018-05-16
True
www.tandfonline.com
VoR
10.1080/24754269.2018.1466096
2018-05-16
True
www.tandfonline.com
10.1080/24754269.2018.1466096
https://doi.org/10.1080/24754269.2018.1466096
endstream
endobj
5 0 obj
<<
/Dests 20 0 R
/EmbeddedFiles 21 0 R
>>
endobj
6 0 obj
<<
/Count 26
/First 22 0 R
/Last 23 0 R
/Type /Outlines
>>
endobj
8 0 obj
<<
/Resources 24 0 R
/Type /Page
/MediaBox [0.0 0.0 634.32 833.04]
/CropBox [0.0 0.0 634.32 833.04]
/BleedBox [0 0 634.32 833.04]
/TrimBox [0 0 634.32 833.04]
/Parent 2 0 R
/Annots [25 0 R 26 0 R 27 0 R 28 0 R 29 0 R 30 0 R 31 0 R 32 0 R 33 0 R 34 0 R]
/Contents 35 0 R
/Rotate 0
>>
endobj
9 0 obj
<<
/Annots [36 0 R 37 0 R 38 0 R 39 0 R 40 0 R 41 0 R 42 0 R 43 0 R 44 0 R 45 0 R
46 0 R 47 0 R 48 0 R 49 0 R 50 0 R 51 0 R 52 0 R 53 0 R 54 0 R 55 0 R
56 0 R]
/Contents [57 0 R 58 0 R 59 0 R 60 0 R 61 0 R 62 0 R 63 0 R 64 0 R]
/CropBox [0.0 0.0 595.276 841.89]
/MediaBox [0.0 0.0 595.276 841.89]
/Parent 2 0 R
/Resources 65 0 R
/Rotate 0
/Thumb 66 0 R
/Type /Page
>>
endobj
10 0 obj
<<
/Annots [67 0 R 68 0 R 69 0 R 70 0 R 71 0 R 72 0 R 73 0 R 74 0 R 75 0 R 76 0 R
77 0 R 78 0 R]
/Contents 79 0 R
/CropBox [0.0 0.0 595.276 841.89]
/MediaBox [0.0 0.0 595.276 841.89]
/Parent 2 0 R
/Resources 80 0 R
/Rotate 0
/Thumb 81 0 R
/Type /Page
>>
endobj
11 0 obj
<<
/Annots [82 0 R 83 0 R 84 0 R 85 0 R 86 0 R 87 0 R 88 0 R 89 0 R 90 0 R 91 0 R
92 0 R 93 0 R]
/Contents 94 0 R
/CropBox [0.0 0.0 595.276 841.89]
/MediaBox [0.0 0.0 595.276 841.89]
/Parent 2 0 R
/Resources 95 0 R
/Rotate 0
/Thumb 96 0 R
/Type /Page
>>
endobj
12 0 obj
<<
/Annots [97 0 R 98 0 R]
/Contents 99 0 R
/CropBox [0.0 0.0 595.276 841.89]
/MediaBox [0.0 0.0 595.276 841.89]
/Parent 2 0 R
/Resources 100 0 R
/Rotate 0
/Thumb 101 0 R
/Type /Page
>>
endobj
13 0 obj
<<
/Annots [102 0 R 103 0 R 104 0 R 105 0 R 106 0 R]
/Contents 107 0 R
/CropBox [0.0 0.0 595.276 841.89]
/MediaBox [0.0 0.0 595.276 841.89]
/Parent 2 0 R
/Resources 108 0 R
/Rotate 0
/Thumb 109 0 R
/Type /Page
>>
endobj
14 0 obj
<<
/Annots [110 0 R 111 0 R 112 0 R 113 0 R]
/Contents 114 0 R
/CropBox [0.0 0.0 595.276 841.89]
/MediaBox [0.0 0.0 595.276 841.89]
/Parent 2 0 R
/Resources 115 0 R
/Rotate 0
/Thumb 116 0 R
/Type /Page
>>
endobj
15 0 obj
<<
/Annots [117 0 R 118 0 R 119 0 R]
/Contents 120 0 R
/CropBox [0.0 0.0 595.276 841.89]
/MediaBox [0.0 0.0 595.276 841.89]
/Parent 2 0 R
/Resources 121 0 R
/Rotate 0
/Thumb 122 0 R
/Type /Page
>>
endobj
16 0 obj
<<
/Annots [123 0 R 124 0 R]
/Contents 125 0 R
/CropBox [0.0 0.0 595.276 841.89]
/MediaBox [0.0 0.0 595.276 841.89]
/Parent 2 0 R
/Resources 126 0 R
/Rotate 0
/Thumb 127 0 R
/Type /Page
>>
endobj
17 0 obj
<<
/Annots [128 0 R 129 0 R 130 0 R 131 0 R 132 0 R 133 0 R 134 0 R 135 0 R 136 0 R 137 0 R
138 0 R 139 0 R 140 0 R 141 0 R 142 0 R 143 0 R 144 0 R 145 0 R 146 0 R 147 0 R
148 0 R 149 0 R 150 0 R 151 0 R 152 0 R 153 0 R 154 0 R 155 0 R 156 0 R 157 0 R
158 0 R 159 0 R 160 0 R 161 0 R 162 0 R 163 0 R 164 0 R 165 0 R 166 0 R 167 0 R]
/Contents 168 0 R
/CropBox [0.0 0.0 595.276 841.89]
/MediaBox [0.0 0.0 595.276 841.89]
/Parent 2 0 R
/Resources 169 0 R
/Rotate 0
/Thumb 170 0 R
/Type /Page
>>
endobj
18 0 obj
<<
/P (1)
>>
endobj
19 0 obj
<<
/S /D
/St 80
>>
endobj
20 0 obj
<<
/Kids [171 0 R 172 0 R 173 0 R]
>>
endobj
21 0 obj
<<
/Kids [174 0 R]
>>
endobj
22 0 obj
<<
/Dest (section.1)
/Next 175 0 R
/Parent 6 0 R
/Title (1. Introduction)
>>
endobj
23 0 obj
<<
/Dest (section*.4)
/Parent 6 0 R
/Prev 176 0 R
/Title (References)
>>
endobj
24 0 obj
<<
/Font 177 0 R
/ProcSet [/PDF /ImageB /ImageC /Text]
/XObject <<
/Im2 178 0 R
/Im3 179 0 R
/Im11 180 0 R
/Im4 181 0 R
/Im7 182 0 R
/Im12 183 0 R
/Im6 184 0 R
/Im9 185 0 R
/Im13 186 0 R
/Im5 187 0 R
/Im14 188 0 R
/Im10 189 0 R
/Im1 190 0 R
/Im8 191 0 R
>>
/ColorSpace 192 0 R
>>
endobj
25 0 obj
<<
/Type /Annot
/Subtype /Link
/Rect [157.81 42.905 476.509 51.896]
/C [0 0 0]
/Border [0 0 0]
/A 193 0 R
/H /I
>>
endobj
26 0 obj
<<
/Type /Annot
/Subtype /Link
/Rect [365.416 688.444 516.792 696.436]
/C [0 0 0]
/Border [0 0 0]
/A 194 0 R
/H /I
>>
endobj
27 0 obj
<<
/Type /Annot
/Subtype /Link
/Rect [97.1 521.664 247.18 531.034]
/C [0 0 0]
/Border [0 0 0]
/A 195 0 R
/H /I
>>
endobj
28 0 obj
<<
/Type /Annot
/Subtype /Link
/Rect [202.3 501.094 427.29 511.084]
/C [0 0 0]
/Border [0 0 0]
/A 196 0 R
/H /I
>>
endobj
29 0 obj
<<
/Type /Annot
/Subtype /Link
/Rect [106.6 402.469 124.18 411.46]
/C [0 0 0]
/Border [0 0 0]
/A 197 0 R
/H /I
>>
endobj
30 0 obj
<<
/Type /Annot
/Subtype /Link
/Rect [131.8 401.955 286.982 410.946]
/C [0 0 0]
/Border [0 0 0]
/A 197 0 R
/H /I
>>
endobj
31 0 obj
<<
/Type /Annot
/Subtype /Link
/Rect [106.6 312.211 122.36 321.202]
/C [0 0 0]
/Border [0 0 0]
/A 198 0 R
/H /I
>>
endobj
32 0 obj
<<
/Type /Annot
/Subtype /Link
/Rect [131.8 316.155 230.84 325.146]
/C [0 0 0]
/Border [0 0 0]
/A 198 0 R
/H /I
>>
endobj
33 0 obj
<<
/Type /Annot
/Subtype /Link
/Rect [106.6 266.691 125.16 275.682]
/C [0 0 0]
/Border [0 0 0]
/A 199 0 R
/H /I
>>
endobj
34 0 obj
<<
/Type /Annot
/Subtype /Link
/Rect [131.8 273.255 232.586 282.246]
/C [0 0 0]
/Border [0 0 0]
/A 199 0 R
/H /I
>>
endobj
35 0 obj
<<
/Length 1680
/Filter /FlateDecode
>>
stream
xYn7߯T)@a>v@AWm.馿_R"%܉xf<$`|÷ut(` `R6 g8onK1<!KYbއRɼ9:'.rn&C@F#o[u;]@(8㲇=>ҮJ?u<u^?J,L4x&oCe(FN-naJ`.,z=XUV"tn܋<_zzC5wj8cx=ylzԬ?g 6^o'Dyg1oC%C`Ry2::l_aƫ4?:8RXpaq%CXr`~A3SͩH#vL FfosviEv3ק_}U9"m[(DBg^,wA&+QNE+*w
/di9Ct9BY0oC\R t̟pbaAYQ|I[?MUE'v$zmPC0ǻ#
^w 1jmTۓNZ9gN;9uL C|!hRy ix]XvF
u#>-oxoL;
XKZ,U#TՈFzFom;sF5O-N &48~Եؔ6Vz2ix"IIRPĝzM}7