%PDF-1.4
%
1 0 obj
<<
/Type /Catalog
/Version /1.5
/Pages 2 0 R
/PageLabels 3 0 R
/Metadata 4 0 R
/Names 5 0 R
/Outlines 6 0 R
>>
endobj
7 0 obj
<<
/Title (A sparse approach for high-dimensional data with heavy-tailed noise)
>>
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
18 0 R 19 0 R 20 0 R 21 0 R 22 0 R 23 0 R 24 0 R 25 0 R]
/Count 18
>>
endobj
3 0 obj
<<
/Nums [0 26 0 R 1 27 0 R]
>>
endobj
4 0 obj
<<
/Length 4825
/Subtype /XML
/Type /Metadata
>>
stream
Adobe LiveCycle PDFG ES
2022-10-29T12:52:04+05:30
Arbortext Advanced Print Publisher
2022-10-29T12:52:04+05:30
2022-10-29T12:52:04+05:30
uuid:8addd02c-2a8d-4824-a074-0375b52bef83
uuid:9735c38c-787b-4f5b-aca7-e8422204bc96
Journal
Economic Research-Ekonomska Istraživanja
© 2021 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group.
35
1
2764-2780
2764
2780
10.1080/1331677X.2021.1978306
https://doi.org/10.1080/1331677X.2021.1978306
application/pdf
10.1080/1331677X.2021.1978306
en-US
A sparse approach for high-dimensional data with heavy-tailed noise
Routledge
Economic Research-Ekonomska Istraživanja, 2021. doi: 10.1080/1331677X.2021.1978306
Ye Yafen
Shao Yuanhai
Li Chunna
High-dimensional data
heavy-tailed noise
Lp-norm support vector quantile regression
variable selection
VoR
10.1080/1331677X.2021.1978306
2021-09-21
True
www.tandfonline.com
10.1080/1331677X.2021.1978306
2021-09-21
True
www.tandfonline.com
endstream
endobj
5 0 obj
<<
/Dests 28 0 R
>>
endobj
6 0 obj
<<
/Count 9
/First 29 0 R
/Last 29 0 R
/Type /Outlines
>>
endobj
8 0 obj
<<
/Resources 30 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 [31 0 R 32 0 R 33 0 R 34 0 R 35 0 R 36 0 R 37 0 R 38 0 R 39 0 R 40 0 R
41 0 R 42 0 R]
/Contents 43 0 R
/Rotate 0
>>
endobj
9 0 obj
<<
/Annots [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
/CropBox [0.0 0.0 493.228 702.992]
/MediaBox [0.0 0.0 493.228 702.992]
/Parent 2 0 R
/Resources 58 0 R
/Rotate 0
/Type /Page
>>
endobj
10 0 obj
<<
/Annots [59 0 R 60 0 R 61 0 R 62 0 R 63 0 R 64 0 R 65 0 R 66 0 R 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
79 0 R 80 0 R 81 0 R 82 0 R 83 0 R 84 0 R 85 0 R 86 0 R 87 0 R]
/Contents 88 0 R
/CropBox [0.0 0.0 493.228 702.992]
/MediaBox [0.0 0.0 493.228 702.992]
/Parent 2 0 R
/Resources 89 0 R
/Rotate 0
/Type /Page
>>
endobj
11 0 obj
<<
/Annots [90 0 R 91 0 R 92 0 R 93 0 R 94 0 R 95 0 R 96 0 R 97 0 R 98 0 R 99 0 R
100 0 R]
/Contents 101 0 R
/CropBox [0.0 0.0 493.228 702.992]
/MediaBox [0.0 0.0 493.228 702.992]
/Parent 2 0 R
/Resources 102 0 R
/Rotate 0
/Type /Page
>>
endobj
12 0 obj
<<
/Contents 103 0 R
/CropBox [0.0 0.0 493.228 702.992]
/MediaBox [0.0 0.0 493.228 702.992]
/Parent 2 0 R
/Resources 104 0 R
/Rotate 0
/Type /Page
>>
endobj
13 0 obj
<<
/Annots [105 0 R 106 0 R 107 0 R 108 0 R]
/Contents 109 0 R
/CropBox [0.0 0.0 493.228 702.992]
/MediaBox [0.0 0.0 493.228 702.992]
/Parent 2 0 R
/Resources 110 0 R
/Rotate 0
/Type /Page
>>
endobj
14 0 obj
<<
/Annots [111 0 R 112 0 R 113 0 R]
/Contents 114 0 R
/CropBox [0.0 0.0 493.228 702.992]
/MediaBox [0.0 0.0 493.228 702.992]
/Parent 2 0 R
/Resources 115 0 R
/Rotate 0
/Type /Page
>>
endobj
15 0 obj
<<
/Annots [116 0 R 117 0 R 118 0 R 119 0 R]
/Contents 120 0 R
/CropBox [0.0 0.0 493.228 702.992]
/MediaBox [0.0 0.0 493.228 702.992]
/Parent 2 0 R
/Resources 121 0 R
/Rotate 0
/Type /Page
>>
endobj
16 0 obj
<<
/Annots [122 0 R 123 0 R 124 0 R]
/Contents 125 0 R
/CropBox [0.0 0.0 493.228 702.992]
/MediaBox [0.0 0.0 493.228 702.992]
/Parent 2 0 R
/Resources 126 0 R
/Rotate 0
/Type /Page
>>
endobj
17 0 obj
<<
/Annots [127 0 R 128 0 R 129 0 R 130 0 R]
/Contents 131 0 R
/CropBox [0.0 0.0 493.228 702.992]
/MediaBox [0.0 0.0 493.228 702.992]
/Parent 2 0 R
/Resources 132 0 R
/Rotate 0
/Type /Page
>>
endobj
18 0 obj
<<
/Contents 133 0 R
/CropBox [0.0 0.0 493.228 702.992]
/MediaBox [0.0 0.0 493.228 702.992]
/Parent 2 0 R
/Resources 134 0 R
/Rotate 0
/Type /Page
>>
endobj
19 0 obj
<<
/Annots [135 0 R 136 0 R 137 0 R 138 0 R 139 0 R]
/Contents 140 0 R
/CropBox [0.0 0.0 493.228 702.992]
/MediaBox [0.0 0.0 493.228 702.992]
/Parent 2 0 R
/Resources 141 0 R
/Rotate 0
/Type /Page
>>
endobj
20 0 obj
<<
/Annots [142 0 R 143 0 R 144 0 R 145 0 R 146 0 R 147 0 R]
/Contents 148 0 R
/CropBox [0.0 0.0 493.228 702.992]
/MediaBox [0.0 0.0 493.228 702.992]
/Parent 2 0 R
/Resources 149 0 R
/Rotate 0
/Type /Page
>>
endobj
21 0 obj
<<
/Annots [150 0 R 151 0 R 152 0 R]
/Contents 153 0 R
/CropBox [0.0 0.0 493.228 702.992]
/MediaBox [0.0 0.0 493.228 702.992]
/Parent 2 0 R
/Resources 154 0 R
/Rotate 0
/Type /Page
>>
endobj
22 0 obj
<<
/Annots [155 0 R 156 0 R 157 0 R 158 0 R]
/Contents 159 0 R
/CropBox [0.0 0.0 493.228 702.992]
/MediaBox [0.0 0.0 493.228 702.992]
/Parent 2 0 R
/Resources 160 0 R
/Rotate 0
/Type /Page
>>
endobj
23 0 obj
<<
/Annots [161 0 R 162 0 R 163 0 R 164 0 R 165 0 R 166 0 R 167 0 R 168 0 R 169 0 R 170 0 R
171 0 R 172 0 R 173 0 R 174 0 R 175 0 R 176 0 R 177 0 R 178 0 R 179 0 R 180 0 R
181 0 R 182 0 R 183 0 R 184 0 R 185 0 R 186 0 R 187 0 R 188 0 R 189 0 R 190 0 R
191 0 R 192 0 R 193 0 R]
/Contents 194 0 R
/CropBox [0.0 0.0 493.228 702.992]
/MediaBox [0.0 0.0 493.228 702.992]
/Parent 2 0 R
/Resources 195 0 R
/Rotate 0
/Type /Page
>>
endobj
24 0 obj
<<
/Annots [196 0 R 197 0 R 198 0 R 199 0 R 200 0 R 201 0 R 202 0 R 203 0 R 204 0 R 205 0 R
206 0 R 207 0 R 208 0 R 209 0 R 210 0 R 211 0 R 212 0 R 213 0 R 214 0 R 215 0 R
216 0 R 217 0 R 218 0 R 219 0 R 220 0 R 221 0 R 222 0 R 223 0 R 224 0 R 225 0 R
226 0 R 227 0 R 228 0 R 229 0 R 230 0 R 231 0 R 232 0 R 233 0 R 234 0 R 235 0 R
236 0 R 237 0 R 238 0 R 239 0 R 240 0 R 241 0 R]
/Contents 242 0 R
/CropBox [0.0 0.0 493.228 702.992]
/MediaBox [0.0 0.0 493.228 702.992]
/Parent 2 0 R
/Resources 243 0 R
/Rotate 0
/Type /Page
>>
endobj
25 0 obj
<<
/Annots [244 0 R 245 0 R 246 0 R 247 0 R 248 0 R 249 0 R 250 0 R 251 0 R 252 0 R 253 0 R
254 0 R 255 0 R 256 0 R 257 0 R 258 0 R 259 0 R]
/Contents 260 0 R
/CropBox [0.0 0.0 493.228 702.992]
/MediaBox [0.0 0.0 493.228 702.992]
/Parent 2 0 R
/Resources 261 0 R
/Rotate 0
/Type /Page
>>
endobj
26 0 obj
<<
/P (1)
>>
endobj
27 0 obj
<<
/S /D
>>
endobj
28 0 obj
<<
/Kids [262 0 R 263 0 R 264 0 R 265 0 R]
>>
endobj
29 0 obj
<<
/Count 8
/Dest
/First 266 0 R
/Last 267 0 R
/Parent 6 0 R
/Title (Abstract)
>>
endobj
30 0 obj
<<
/Font 268 0 R
/ProcSet [/PDF /ImageB /ImageC /Text]
/XObject <<
/Im9 269 0 R
/Im12 270 0 R
/Im10 271 0 R
/Im1 272 0 R
/Im2 273 0 R
/Im6 274 0 R
/Im18 275 0 R
/Im13 276 0 R
/Im14 277 0 R
/Im3 278 0 R
/Im4 279 0 R
/Im15 280 0 R
/Im8 281 0 R
/Im17 282 0 R
/Im7 283 0 R
/Im11 284 0 R
/Im16 285 0 R
/Im5 286 0 R
>>
/ColorSpace 287 0 R
>>
endobj
31 0 obj
<<
/Type /Annot
/Subtype /Link
/Rect [155.92 42.905 478.399 51.896]
/C [0 0 0]
/Border [0 0 0]
/A 288 0 R
/H /I
>>
endobj
32 0 obj
<<
/Type /Annot
/Subtype /Link
/Rect [283.176 688.444 437.544 696.436]
/C [0 0 0]
/Border [0 0 0]
/A 289 0 R
/H /I
>>
endobj
33 0 obj
<<
/Type /Annot
/Subtype /Link
/Rect [174.13 522.145 328.59 532.135]
/C [0 0 0]
/Border [0 0 0]
/A 290 0 R
/H /I
>>
endobj
34 0 obj
<<
/Type /Annot
/Subtype /Link
/Rect [202.3 502.145 427.35 512.135]
/C [0 0 0]
/Border [0 0 0]
/A 291 0 R
/H /I
>>
endobj
35 0 obj
<<
/Type /Annot
/Subtype /Link
/Rect [106.6 360.905 124.18 369.896]
/C [0 0 0]
/Border [0 0 0]
/A 292 0 R
/H /I
>>
endobj
36 0 obj
<<
/Type /Annot
/Subtype /Link
/Rect [131.8 360.391 286.982 369.382]
/C [0 0 0]
/Border [0 0 0]
/A 292 0 R
/H /I
>>
endobj
37 0 obj
<<
/Type /Annot
/Subtype /Link
/Rect [106.6 270.647 122.36 279.638]
/C [0 0 0]
/Border [0 0 0]
/A 293 0 R
/H /I
>>
endobj
38 0 obj
<<
/Type /Annot
/Subtype /Link
/Rect [131.8 274.591 230.84 283.582]
/C [0 0 0]
/Border [0 0 0]
/A 293 0 R
/H /I
>>
endobj
39 0 obj
<<
/Type /Annot
/Subtype /Link
/Rect [106.6 225.127 125.16 234.118]
/C [0 0 0]
/Border [0 0 0]
/A 294 0 R
/H /I
>>
endobj
40 0 obj
<<
/Type /Annot
/Subtype /Link
/Rect [131.8 231.691 232.586 240.682]
/C [0 0 0]
/Border [0 0 0]
/A 294 0 R
/H /I
>>
endobj
41 0 obj
<<
/Type /Annot
/Subtype /Link
/Rect [106.6 185.476 124.2 194.467]
/C [0 0 0]
/Border [0 0 0]
/A 295 0 R
/H /I
>>
endobj
42 0 obj
<<
/Type /Annot
/Subtype /Link
/Rect [131.8 188.791 292.094 197.782]
/C [0 0 0]
/Border [0 0 0]
/A 295 0 R
/H /I
>>
endobj
43 0 obj
<<
/Length 1914
/Filter /FlateDecode
>>
stream
xYI5_ .n8D9C.}Un7d@B^ʵgO7Y5{ctI<`_Û[S?]qC58ykV[ǧdz_T'{,Wڨ~'?a^y᬴yiÜ1kk4~znPKp&ks' p