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159 0 obj << /S /Span /Type /StructElem /ActualText <28> /K [11] /P 150 0 R /Pg 7 0 R >> endobj 160 0 obj << /S /Span /Type /StructElem /ActualText (Mdaghri, ) /K [12] /P 150 0 R /Pg 7 0 R >> endobj 161 0 obj << /S /Span /Type /StructElem /ActualText (2022) /K [13] /P 150 0 R /Pg 7 0 R >> endobj 162 0 obj << /S /Span /Type /StructElem /ActualText (\).) /K [14] /P 150 0 R /Pg 7 0 R >> endobj 150 0 obj << /S /LBody /Type /StructElem /K [149 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] /P 151 0 R >> endobj 151 0 obj << /S /LI /Type /StructElem /K [150 0 R] /P 152 0 R >> endobj 152 0 obj << /S /L /Type /StructElem /K [151 0 R] /P 153 0 R >> endobj 163 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [15] /P 164 0 R /Pg 7 0 R >> endobj 167 0 obj << /S /Span /Type /StructElem /ActualText (Impact on Economic Stability: ) /K [16] /P 164 0 R /Pg 7 0 R >> endobj 168 0 obj << /S /Span /Type /StructElem /ActualText (Poor loan quality can lead to financial crises and economic downturns, ) /K [17] /P 164 0 R /Pg 7 0 R >> endobj 169 0 obj << /S /Span /Type /StructElem /ActualText (making it imperative to understand the factors that influence it \() /K [18] /P 164 0 R /Pg 7 0 R >> endobj 170 0 obj << /S /Span /Type /StructElem /ActualText (Bonsall et al., ) /K [19] /P 164 0 R /Pg 7 0 R >> endobj 171 0 obj << /S /Span /Type /StructElem /ActualText (2016) /K [20] /P 164 0 R /Pg 7 0 R >> endobj 172 0 obj << /S /Span /Type /StructElem /ActualText <29> /K [21] /P 164 0 R /Pg 7 0 R >> endobj 164 0 obj << /S /LBody /Type /StructElem /K [163 0 R 167 0 R 168 0 R 169 0 R 170 0 R 171 0 R 172 0 R] /P 165 0 R >> endobj 165 0 obj << /S /LI /Type /StructElem /K [164 0 R] /P 166 0 R >> endobj 166 0 obj << /S /L /Type /StructElem /K [165 0 R] /P 153 0 R >> endobj 173 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [22] /P 174 0 R /Pg 7 0 R >> endobj 177 0 obj << /S /Span /Type /StructElem /ActualText (Relevance to Emerging Markets: ) /K [23] /P 174 0 R /Pg 7 0 R >> endobj 178 0 obj << /S /Span /Type /StructElem /ActualText (Banks in the MENA region often grapple with higher levels of NPLs, ) /K [24] /P 174 0 R /Pg 7 0 R >> endobj 179 0 obj << /S /Span /Type /StructElem /ActualText (making this study particularly relevant for improving regional financial resilience. ) /K [25] /P 174 0 R /Pg 7 0 R >> endobj 174 0 obj << /S /LBody /Type /StructElem /K [173 0 R 177 0 R 178 0 R 179 0 R] /P 175 0 R >> endobj 175 0 obj << /S /LI /Type /StructElem /K [174 0 R] /P 176 0 R >> endobj 176 0 obj << /S /L /Type /StructElem /K [175 0 R] /P 153 0 R >> endobj 153 0 obj << /S /Textbox /Type /StructElem /K [152 0 R 166 0 R 176 0 R] /P 140 0 R >> endobj 140 0 obj << /S /Slide /Type /StructElem /K [139 0 R 141 0 R 144 0 R 147 0 R 153 0 R] /P 3 0 R >> endobj 181 0 obj << /S /Span /Type /StructElem /K [0] /P 182 0 R /Pg 8 0 R >> endobj 183 0 obj << /S /Figure /Type /StructElem /K [1] /P 182 0 R /Pg 8 0 R >> endobj 184 0 obj << /S /Span /Type /StructElem 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/Span /Type /StructElem /ActualText (Existing studies often assume a uniform relationship between managerial ) /K [9] /P 194 0 R /Pg 8 0 R >> endobj 200 0 obj << /S /Span /Type /StructElem /ActualText (ability and loan quality \() /K [10] /P 194 0 R /Pg 8 0 R >> endobj 201 0 obj << /S /Span /Type /StructElem /ActualText (Asyrafi and Lestari, ) /K [11] /P 194 0 R /Pg 8 0 R >> endobj 202 0 obj << /S /Span /Type /StructElem /ActualText (2022) /K [12] /P 194 0 R /Pg 8 0 R >> endobj 203 0 obj << /S /Span /Type /StructElem /ActualText (; ) /K [13] /P 194 0 R /Pg 8 0 R >> endobj 204 0 obj << /S /Span /Type /StructElem /ActualText (Vo et al., ) /K [14] /P 194 0 R /Pg 8 0 R >> endobj 205 0 obj << /S /Span /Type /StructElem /ActualText (2021) /K [15] /P 194 0 R /Pg 8 0 R >> endobj 206 0 obj << /S /Span /Type /StructElem /ActualText (; ) /K [16] /P 194 0 R /Pg 8 0 R >> endobj 207 0 obj << /S /Span /Type /StructElem /ActualText (Ben Abdesslem et al. ) /K [17] /P 194 0 R /Pg 8 0 R >> endobj 208 0 obj << /S /Span /Type /StructElem /ActualText (2022) /K [18] /P 194 0 R /Pg 8 0 R >> endobj 209 0 obj << /S /Span /Type /StructElem /ActualText (\),) /K [19] /P 194 0 R /Pg 8 0 R >> endobj 210 0 obj << /S /Span /Type /StructElem /ActualText (which may oversimplify the complex dynamics at play. ) /K [20] /P 194 0 R /Pg 8 0 R >> endobj 194 0 obj << /S /LBody /Type /StructElem /K [193 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] /P 195 0 R >> endobj 195 0 obj << /S /LI /Type /StructElem /K [194 0 R] /P 196 0 R >> endobj 196 0 obj << /S /L /Type /StructElem /K [195 0 R] /P 197 0 R >> endobj 211 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [21] /P 212 0 R /Pg 8 0 R >> endobj 215 0 obj << /S /Span /Type /StructElem /ActualText (Heterogeneity in Risk Levels: ) /K [22] /P 212 0 R /Pg 8 0 R >> endobj 216 0 obj << /S /Span /Type /StructElem /ActualText (The impact of managerial ability may vary significantly across different ) /K [23] /P 212 0 R /Pg 8 0 R >> endobj 217 0 obj << /S /Span /Type /StructElem /ActualText (levels of loan risk, suggesting the need for a non) /K [24] /P 212 0 R /Pg 8 0 R >> endobj 218 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [25] /P 212 0 R /Pg 8 0 R >> endobj 219 0 obj << /S /Span /Type /StructElem /ActualText (uniform approach to capture these nuances. ) /K [26] /P 212 0 R /Pg 8 0 R >> endobj 212 0 obj << /S /LBody /Type /StructElem /K [211 0 R 215 0 R 216 0 R 217 0 R 218 0 R 219 0 R] /P 213 0 R >> endobj 213 0 obj << /S /LI /Type /StructElem /K [212 0 R] /P 214 0 R >> endobj 214 0 obj << /S /L /Type /StructElem /K [213 0 R] /P 197 0 R >> endobj 220 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [27] /P 221 0 R /Pg 8 0 R >> endobj 224 0 obj << /S /Span /Type /StructElem /ActualText (Methodological Innovation: ) /K [28] /P 221 0 R /Pg 8 0 R >> endobj 225 0 obj << /S /Span /Type /StructElem /ActualText (By employing quantile regression, this study addresses the limitations of ) /K [29] /P 221 0 R /Pg 8 0 R >> endobj 226 0 obj << /S /Span /Type /StructElem /ActualText (traditional methods and provides a more granular understanding of the relationship between managerial ) /K [30] /P 221 0 R /Pg 8 0 R >> endobj 227 0 obj << /S /Span /Type /StructElem /ActualText (ability and loan quality. ) /K [31] /P 221 0 R /Pg 8 0 R >> endobj 221 0 obj << /S /LBody /Type /StructElem /K [220 0 R 224 0 R 225 0 R 226 0 R 227 0 R] /P 222 0 R >> endobj 222 0 obj << /S /LI /Type /StructElem /K [221 0 R] /P 223 0 R >> endobj 223 0 obj << /S /L /Type /StructElem /K [222 0 R] /P 197 0 R >> endobj 197 0 obj << /S /Textbox /Type /StructElem /K [196 0 R 214 0 R 223 0 R] /P 182 0 R >> endobj 182 0 obj << /S /Slide /Type /StructElem /K [181 0 R 183 0 R 186 0 R 189 0 R 197 0 R] /P 3 0 R >> endobj 245 0 obj << /S /Span /Type /StructElem /K [0] /P 246 0 R /Pg 9 0 R >> endobj 247 0 obj << /S /Figure /Type /StructElem /K [1] /P 246 0 R /Pg 9 0 R >> endobj 248 0 obj << /S /Span /Type /StructElem /ActualText (Research) /K [2] /P 249 0 R /Pg 9 0 R >> endobj 251 0 obj << /S /Span /Type /StructElem /ActualText (question & Hypothesis) /K [3] /P 249 0 R /Pg 9 0 R >> endobj 249 0 obj << /S /H1 /Type /StructElem /K [248 0 R 251 0 R] /P 250 0 R >> endobj 250 0 obj << /S /Textbox /Type /StructElem /K [249 0 R] /P 246 0 R >> endobj 252 0 obj << /S /Span /Type /StructElem /ActualText (Key Question: ) /K [4] /P 253 0 R /Pg 9 0 R >> endobj 253 0 obj << /S /P /Type /StructElem /K [252 0 R] /P 254 0 R >> endobj 255 0 obj << /S /Span /Type /StructElem /ActualText (Does the impact of managerial ability \(MA\) on bank loan quality ) /K [5] /P 256 0 R /Pg 9 0 R >> endobj 257 0 obj << /S /Span /Type /StructElem /ActualText (vary across different levels of loan risk?) /K [6] /P 256 0 R /Pg 9 0 R >> endobj 256 0 obj << /S /P /Type /StructElem /K [255 0 R 257 0 R] /P 254 0 R >> endobj 254 0 obj << /S /Textbox /Type /StructElem /K [253 0 R 256 0 R] /P 246 0 R >> endobj 258 0 obj << /S /Figure /Type /StructElem /K [7] /P 246 0 R /Pg 9 0 R >> endobj 259 0 obj << /S /Figure /Type /StructElem /K [8] /P 246 0 R /Pg 9 0 R >> endobj 260 0 obj << /S /Span /Type /StructElem /ActualText (Hypothesis ) /K [9] /P 261 0 R /Pg 9 0 R >> endobj 263 0 obj << /S /Span /Type /StructElem /ActualText (1) /K [10] /P 261 0 R /Pg 9 0 R >> endobj 264 0 obj << /S /Span /Type /StructElem /ActualText (: ) /K [11] /P 261 0 R /Pg 9 0 R >> endobj 265 0 obj << /S /Span /Type /StructElem /ActualText (The ) /K [12] /P 261 0 R /Pg 9 0 R >> endobj 266 0 obj << /S /Span /Type /StructElem /ActualText (relationship between managerial ability and ) /K [13] /P 261 0 R /Pg 9 0 R >> endobj 267 0 obj << /S /Span /Type /StructElem /ActualText (loan quality is non) /K [14] /P 261 0 R /Pg 9 0 R >> endobj 268 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [15] /P 261 0 R /Pg 9 0 R >> endobj 269 0 obj << /S /Span /Type /StructElem /ActualText (uniform and depends on bank risk level.) 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obj << /S /Span /Type /StructElem /ActualText (126) /K [75] /P 512 0 R /Pg 10 0 R >> endobj 512 0 obj << /S /P /Type /StructElem /K [511 0 R] /P 513 0 R >> endobj 513 0 obj << /S /Textbox /Type /StructElem /K [512 0 R] /P 514 0 R >> endobj 514 0 obj << /S /TD /Type /StructElem /K [513 0 R] /P 502 0 R >> endobj 502 0 obj << /S /TR /Type /StructElem /K [501 0 R 506 0 R 510 0 R 514 0 R] /P 323 0 R >> endobj 323 0 obj << /S /TBody /Type /StructElem /K [322 0 R 329 0 R 346 0 R 364 0 R 381 0 R 398 0 R 415 0 R 434 0 R 451 0 R 468 0 R 485 0 R 502 0 R] /P 324 0 R >> endobj 324 0 obj << /S /Table /Type /StructElem /K [323 0 R] /P 273 0 R >> endobj 273 0 obj << /S /Slide /Type /StructElem /K [272 0 R 274 0 R 277 0 R 280 0 R 299 0 R 312 0 R 324 0 R] /P 3 0 R >> endobj 548 0 obj << /S /Span /Type /StructElem /K [0] /P 549 0 R /Pg 11 0 R >> endobj 550 0 obj << /S /Figure /Type /StructElem /K [1] /P 549 0 R /Pg 11 0 R >> endobj 551 0 obj << /S /Figure /Type /StructElem /K [2] /P 549 0 R /Pg 11 0 R >> 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>> endobj 566 0 obj << /S /Span /Type /StructElem /K [13] /P 558 0 R /Pg 11 0 R >> endobj 567 0 obj << /S /Span /Type /StructElem /K [14] /P 558 0 R /Pg 11 0 R >> endobj 568 0 obj << /S /Span /Type /StructElem /K [15] /P 558 0 R /Pg 11 0 R >> endobj 569 0 obj << /S /Span /Type /StructElem /K [16] /P 558 0 R /Pg 11 0 R >> endobj 570 0 obj << /S /Span /Type /StructElem /K [17] /P 558 0 R /Pg 11 0 R >> endobj 571 0 obj << /S /Span /Type /StructElem /K [18] /P 558 0 R /Pg 11 0 R >> endobj 572 0 obj << /S /Span /Type /StructElem /K [19] /P 558 0 R /Pg 11 0 R >> endobj 573 0 obj << /S /Span /Type /StructElem /K [20] /P 558 0 R /Pg 11 0 R >> endobj 574 0 obj << /S /Span /Type /StructElem /K [21] /P 558 0 R /Pg 11 0 R >> endobj 575 0 obj << /S /Span /Type /StructElem /K [22] /P 558 0 R /Pg 11 0 R >> endobj 576 0 obj << /S /Span /Type /StructElem /K [23] /P 558 0 R /Pg 11 0 R >> endobj 577 0 obj << /S /Span /Type /StructElem /K [24] /P 558 0 R /Pg 11 0 R >> endobj 578 0 obj << /S /Span /Type /StructElem /K [25] /P 558 0 R /Pg 11 0 R >> endobj 579 0 obj << /S /Span /Type /StructElem /K [26] /P 558 0 R /Pg 11 0 R >> endobj 580 0 obj << /S /Span /Type /StructElem /K [27] /P 558 0 R /Pg 11 0 R >> endobj 581 0 obj << /S /Span /Type /StructElem /K [28] /P 558 0 R /Pg 11 0 R >> endobj 582 0 obj << /S /Span /Type /StructElem /K [29] /P 558 0 R /Pg 11 0 R >> endobj 583 0 obj << /S /Span /Type /StructElem /K [30] /P 558 0 R /Pg 11 0 R >> endobj 584 0 obj << /S /Span /Type /StructElem /K [31] /P 558 0 R /Pg 11 0 R >> endobj 585 0 obj << /S /Span /Type /StructElem /K [32] /P 558 0 R /Pg 11 0 R >> endobj 586 0 obj << /S /Span /Type /StructElem /K [33] /P 558 0 R /Pg 11 0 R >> endobj 587 0 obj << /S /Span /Type /StructElem /K [34] /P 558 0 R /Pg 11 0 R >> endobj 588 0 obj << /S /Span /Type /StructElem /K [35] /P 558 0 R /Pg 11 0 R >> endobj 589 0 obj << /S /Span /Type /StructElem /K [36] /P 558 0 R /Pg 11 0 R >> endobj 590 0 obj << /S /Span /Type /StructElem /K [37] /P 558 0 R /Pg 11 0 R >> endobj 558 0 obj << /S /P /Type /StructElem /K [557 0 R 560 0 R 561 0 R 562 0 R 563 0 R 564 0 R 565 0 R 566 0 R 567 0 R 568 0 R 569 0 R 570 0 R 571 0 R 572 0 R 573 0 R 574 0 R 575 0 R 576 0 R 577 0 R 578 0 R 579 0 R 580 0 R 581 0 R 582 0 R 583 0 R 584 0 R 585 0 R 586 0 R 587 0 R 588 0 R 589 0 R 590 0 R] /P 559 0 R >> endobj 559 0 obj << /S /Textbox /Type /StructElem /K [558 0 R] /P 549 0 R >> endobj 591 0 obj << /S /Span /Type /StructElem /ActualText (Where:) /K [38] /P 592 0 R /Pg 11 0 R >> endobj 592 0 obj << /S /P /Type /StructElem /K [591 0 R] /P 593 0 R >> endobj 594 0 obj << /S /Span /Type /StructElem /ActualText (NPLs) /K [39] /P 595 0 R /Pg 11 0 R >> endobj 596 0 obj << /S /Span /Type /StructElem /ActualText (is the dependent variable that represents loan quality.) /K [40] /P 595 0 R /Pg 11 0 R >> endobj 597 0 obj << /S /Span /Type /StructElem /ActualText (MA) /K [41] /P 595 0 R /Pg 11 0 R >> endobj 598 0 obj << /S /Span /Type /StructElem /ActualText (is the independent variable that represents managerial ability. ) /K [42] /P 595 0 R /Pg 11 0 R >> endobj 599 0 obj << /S /Span /Type /StructElem /ActualText (Control) /K [43] /P 595 0 R /Pg 11 0 R >> endobj 600 0 obj << /S /Span /Type /StructElem /ActualText (is a set of control ) /K [44] /P 595 0 R /Pg 11 0 R >> endobj 601 0 obj << /S /Span /Type /StructElem /ActualText (variables \() /K [45] /P 595 0 R /Pg 11 0 R >> endobj 602 0 obj << /S /Span /Type /StructElem /ActualText (SIZE) /K [46] /P 595 0 R /Pg 11 0 R >> endobj 603 0 obj << /S /Span /Type /StructElem /ActualText (is bank size. ) /K [47] /P 595 0 R /Pg 11 0 R >> endobj 604 0 obj << /S /Span /Type /StructElem /ActualText (ROA) /K [48] /P 595 0 R /Pg 11 0 R >> endobj 605 0 obj << /S /Span /Type /StructElem /ActualText (is bank profitability. ) /K [49] /P 595 0 R /Pg 11 0 R >> endobj 606 0 obj << /S /Span /Type /StructElem /ActualText (DEP) /K [50] /P 595 0 R /Pg 11 0 R >> endobj 607 0 obj << /S /Span /Type /StructElem /ActualText (is deposits. ) /K [51] /P 595 0 R /Pg 11 0 R >> endobj 608 0 obj << /S /Span /Type /StructElem /ActualText (CAP) /K [52] /P 595 0 R /Pg 11 0 R >> endobj 609 0 obj << /S /Span /Type /StructElem /ActualText (is bank capitalization. ) /K [53] /P 595 0 R /Pg 11 0 R >> endobj 610 0 obj << /S /Span /Type /StructElem /ActualText (GDP) /K [54] /P 595 0 R /Pg 11 0 R >> endobj 611 0 obj << /S /Span /Type /StructElem /ActualText (is the gross domestic product. ) /K [55] /P 595 0 R /Pg 11 0 R >> endobj 612 0 obj << /S /Span /Type /StructElem /ActualText (INFL) /K [56] /P 595 0 R /Pg 11 0 R >> endobj 613 0 obj << /S /Span /Type /StructElem /ActualText (represents ) /K [57] /P 595 0 R /Pg 11 0 R >> endobj 614 0 obj << /S /Span /Type /StructElem /ActualText (the inflation. ) /K [58] /P 595 0 R /Pg 11 0 R >> endobj 615 0 obj << /S /Span /Type /StructElem /ActualText (CRISES) /K [59] /P 595 0 R /Pg 11 0 R >> endobj 616 0 obj << /S /Span /Type /StructElem /ActualText (is binary variable equal to one in the period ) /K [60] /P 595 0 R /Pg 11 0 R >> endobj 617 0 obj << /S /Span /Type /StructElem /ActualText (2007) /K [61] /P 595 0 R /Pg 11 0 R >> endobj 618 0 obj << /S /Span /Type /StructElem /ActualText /K [62] /P 595 0 R /Pg 11 0 R >> endobj 619 0 obj << /S /Span /Type /StructElem /ActualText (2009 ) /K [63] /P 595 0 R /Pg 11 0 R >> endobj 620 0 obj << /S /Span /Type /StructElem /ActualText (and ) /K [64] /P 595 0 R /Pg 11 0 R >> endobj 621 0 obj << /S /Span /Type /StructElem /ActualText (2020) /K [65] /P 595 0 R /Pg 11 0 R >> endobj 622 0 obj << /S /Span /Type /StructElem /ActualText (, zero otherwise\).) /K [66] /P 595 0 R /Pg 11 0 R >> endobj 623 0 obj << /S /Span /Type /StructElem /K [67] /P 595 0 R /Pg 11 0 R >> endobj 624 0 obj << /S /Span /Type /StructElem /ActualText (is the individual fixed ) /K [68] /P 595 0 R /Pg 11 0 R >> endobj 625 0 obj << /S /Span /Type /StructElem /ActualText (effects. ) /K [69] /P 595 0 R /Pg 11 0 R >> endobj 626 0 obj << /S /Span /Type /StructElem /K [70] /P 595 0 R /Pg 11 0 R >> endobj 627 0 obj << /S /Span /Type /StructElem /ActualText (is) /K [71] /P 595 0 R /Pg 11 0 R >> endobj 628 0 obj << /S /Span /Type /StructElem /ActualText (the ) /K [72] /P 595 0 R /Pg 11 0 R >> endobj 629 0 obj << /S /Span /Type /StructElem /ActualText (random standard error.) /K [73] /P 595 0 R /Pg 11 0 R >> endobj 595 0 obj << /S /P /Type /StructElem /K [594 0 R 596 0 R 597 0 R 598 0 R 599 0 R 600 0 R 601 0 R 602 0 R 603 0 R 604 0 R 605 0 R 606 0 R 607 0 R 608 0 R 609 0 R 610 0 R 611 0 R 612 0 R 613 0 R 614 0 R 615 0 R 616 0 R 617 0 R 618 0 R 619 0 R 620 0 R 621 0 R 622 0 R 623 0 R 624 0 R 625 0 R 626 0 R 627 0 R 628 0 R 629 0 R] /P 593 0 R >> endobj 593 0 obj << /S /Textbox /Type /StructElem /K [592 0 R 595 0 R] /P 549 0 R >> endobj 630 0 obj << /S /Span /Type /StructElem /ActualText (Methodology ) /K [74] /P 631 0 R /Pg 11 0 R >> endobj 631 0 obj << /S /H1 /Type /StructElem /K [630 0 R] /P 632 0 R >> endobj 632 0 obj << /S /Textbox /Type /StructElem /K [631 0 R] /P 549 0 R >> endobj 549 0 obj << /S /Slide /Type /StructElem /K [548 0 R 550 0 R 551 0 R 552 0 R 555 0 R 559 0 R 593 0 R 632 0 R] /P 3 0 R >> endobj 634 0 obj << /S /Span /Type /StructElem /K [0] /P 635 0 R /Pg 12 0 R >> endobj 636 0 obj << /S /Figure /Type /StructElem /K [1] /P 635 0 R /Pg 12 0 R >> endobj 637 0 obj << /S /Span /Type /StructElem /ActualText (Variables ) /K [2] /P 638 0 R /Pg 12 0 R >> endobj 638 0 obj << /S /P /Type /StructElem /K [637 0 R] /P 639 0 R >> endobj 639 0 obj << /S /Textbox /Type /StructElem /K [638 0 R] /P 635 0 R >> endobj 640 0 obj << /S /Span /Type /StructElem /ActualText (Methodology ) /K [3] /P 641 0 R /Pg 12 0 R >> endobj 641 0 obj << /S /H1 /Type /StructElem /K [640 0 R] /P 642 0 R >> endobj 642 0 obj << /S /Textbox /Type /StructElem /K [641 0 R] /P 635 0 R >> endobj 643 0 obj << /S /Span /Type /StructElem /K [4] /P 644 0 R /Pg 12 0 R >> endobj 646 0 obj << /S /Span /Type /StructElem /ActualText (Variables) /K [5] /P 647 0 R /Pg 12 0 R >> endobj 647 0 obj << /S /P /Type /StructElem /K [646 0 R] /P 648 0 R >> endobj 648 0 obj << /S /Textbox /Type /StructElem /K [647 0 R] /P 649 0 R >> endobj 649 0 obj << /S /TD /Type /StructElem /K [648 0 R] /P 650 0 R >> endobj 651 0 obj << /S /Span /Type /StructElem /ActualText (Definition) /K [6] /P 652 0 R /Pg 12 0 R >> endobj 652 0 obj << /S /P /Type /StructElem /K [651 0 R] /P 653 0 R >> endobj 653 0 obj << /S /Textbox /Type /StructElem /K [652 0 R] /P 654 0 R >> endobj 654 0 obj << /S /TD /Type /StructElem /K [653 0 R] /P 650 0 R >> endobj 655 0 obj << /S /Span /Type /StructElem /ActualText (Measure) /K [7] /P 656 0 R /Pg 12 0 R >> endobj 656 0 obj << /S /P /Type /StructElem /K [655 0 R] /P 657 0 R >> endobj 657 0 obj << /S /Textbox /Type /StructElem /K [656 0 R] /P 658 0 R >> endobj 658 0 obj << /S /TD /Type /StructElem /K [657 0 R] /P 650 0 R >> endobj 650 0 obj << /S /TR /Type /StructElem /K [649 0 R 654 0 R 658 0 R] /P 644 0 R >> endobj 659 0 obj << /S /Span /Type /StructElem 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/P 692 0 R >> endobj 692 0 obj << /S /TR /Type /StructElem /K [691 0 R] /P 644 0 R >> endobj 694 0 obj << /S /Span /Type /StructElem /ActualText (MA) /K [25] /P 695 0 R /Pg 12 0 R >> endobj 695 0 obj << /S /P /Type /StructElem /K [694 0 R] /P 696 0 R >> endobj 696 0 obj << /S /Textbox /Type /StructElem /K [695 0 R] /P 697 0 R >> endobj 697 0 obj << /S /TD /Type /StructElem /K [696 0 R] /P 698 0 R >> endobj 699 0 obj << /S /Span /Type /StructElem /ActualText (Managerial) /K [26] /P 700 0 R /Pg 12 0 R >> endobj 703 0 obj << /S /Span /Type /StructElem /ActualText (ability) /K [27] /P 700 0 R /Pg 12 0 R >> endobj 700 0 obj << /S /P /Type /StructElem /K [699 0 R 703 0 R] /P 701 0 R >> endobj 701 0 obj << /S /Textbox /Type /StructElem /K [700 0 R] /P 702 0 R >> endobj 702 0 obj << /S /TD /Type /StructElem /K [701 0 R] /P 698 0 R >> endobj 704 0 obj << /S /Span /Type /StructElem /ActualText (The) /K [28] /P 705 0 R /Pg 12 0 R >> endobj 708 0 obj << /S /Span /Type /StructElem /ActualText 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939 0 obj << /S /Textbox /Type /StructElem /K [938 0 R 942 0 R] /P 940 0 R >> endobj 940 0 obj << /S /TD /Type /StructElem /K [939 0 R] /P 931 0 R >> endobj 943 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [21] /P 944 0 R /Pg 14 0 R >> endobj 947 0 obj << /S /Span /Type /StructElem /ActualText (0.012) /K [22] /P 944 0 R /Pg 14 0 R >> endobj 944 0 obj << /S /P /Type /StructElem /K [943 0 R 947 0 R] /P 945 0 R >> endobj 948 0 obj << /S /Span /Type /StructElem /ActualText (\(0.026\)**) /K [23] /P 949 0 R /Pg 14 0 R >> endobj 949 0 obj << /S /P /Type /StructElem /K [948 0 R] /P 945 0 R >> endobj 945 0 obj << /S /Textbox /Type /StructElem /K [944 0 R 949 0 R] /P 946 0 R >> endobj 946 0 obj << /S /TD /Type /StructElem /K [945 0 R] /P 931 0 R >> endobj 950 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [24] /P 951 0 R /Pg 14 0 R >> endobj 954 0 obj << /S /Span /Type /StructElem /ActualText (0.020) /K [25] /P 951 0 R /Pg 14 0 R >> endobj 951 0 obj << /S /P /Type /StructElem 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977 0 R] /P 973 0 R >> endobj 973 0 obj << /S /Textbox /Type /StructElem /K [972 0 R] /P 974 0 R >> endobj 974 0 obj << /S /TD /Type /StructElem /K [973 0 R] /P 975 0 R >> endobj 978 0 obj << /S /Span /Type /StructElem /ActualText (0.25 versus 0.75) /K [34] /P 979 0 R /Pg 14 0 R >> endobj 979 0 obj << /S /P /Type /StructElem /K [978 0 R] /P 980 0 R >> endobj 980 0 obj << /S /Textbox /Type /StructElem /K [979 0 R] /P 981 0 R >> endobj 981 0 obj << /S /TD /Type /StructElem /K [980 0 R] /P 975 0 R >> endobj 982 0 obj << /S /Span /Type /StructElem /ActualText (0.45 versus 0.55) /K [35] /P 983 0 R /Pg 14 0 R >> endobj 983 0 obj << /S /P /Type /StructElem /K [982 0 R] /P 984 0 R >> endobj 984 0 obj << /S /Textbox /Type /StructElem /K [983 0 R] /P 985 0 R >> endobj 985 0 obj << /S /TD /Type /StructElem /K [984 0 R] /P 975 0 R >> endobj 975 0 obj << /S /TR /Type /StructElem /K [974 0 R 981 0 R 985 0 R] /P 964 0 R >> endobj 986 0 obj << /S /Span /Type /StructElem /ActualText (Tests of the 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R >> endobj 1020 0 obj << /S /TBody /Type /StructElem /K [1019 0 R 1026 0 R 1031 0 R 1046 0 R] /P 1021 0 R >> endobj 1021 0 obj << /S /Table /Type /StructElem /K [1020 0 R] /P 890 0 R >> endobj 1066 0 obj << /S /Span /Type /StructElem /ActualText (H1: The relationship between managerial ability and loan quality is non) /K [64] /P 1067 0 R /Pg 14 0 R >> endobj 1069 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [65] /P 1067 0 R /Pg 14 0 R >> endobj 1070 0 obj << /S /Span /Type /StructElem /ActualText (uniform and depends on bank risk level.) /K [66] /P 1067 0 R /Pg 14 0 R >> endobj 1067 0 obj << /S /P /Type /StructElem /K [1066 0 R 1069 0 R 1070 0 R] /P 1068 0 R >> endobj 1068 0 obj << /S /Textbox /Type /StructElem /K [1067 0 R] /P 890 0 R >> endobj 890 0 obj << /S /Slide /Type /StructElem /K [889 0 R 891 0 R 894 0 R 900 0 R 965 0 R 1010 0 R 1013 0 R 1015 0 R 1018 0 R 1021 0 R 1068 0 R] /P 3 0 R >> endobj 1074 0 obj << /S /Span /Type /StructElem /K [0] /P 1075 0 R /Pg 15 0 R >> endobj 1076 0 obj << /S /Figure /Type /StructElem /K [1] /P 1075 0 R /Pg 15 0 R >> endobj 1077 0 obj << /S /Span /Type /StructElem /ActualText (Result) /K [2] /P 1078 0 R /Pg 15 0 R >> endobj 1080 0 obj << /S /Span /Type /StructElem /ActualText (s \(Quantile on Quantile Regression\)) /K [3] /P 1078 0 R /Pg 15 0 R >> endobj 1078 0 obj << /S /H1 /Type /StructElem /K [1077 0 R 1080 0 R] /P 1079 0 R >> endobj 1079 0 obj << /S /Textbox /Type /StructElem /K [1078 0 R] /P 1075 0 R >> endobj 1081 0 obj << /S /Span /Type /StructElem /ActualText (Results) /K [4] /P 1082 0 R /Pg 15 0 R >> endobj 1082 0 obj << /S /H1 /Type /StructElem /K [1081 0 R] /P 1083 0 R >> endobj 1083 0 obj << /S /Textbox /Type /StructElem /K [1082 0 R] /P 1075 0 R >> endobj 1084 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [5] /P 1085 0 R /Pg 15 0 R >> endobj 1089 0 obj << /S /Span /Type /StructElem /ActualText (To) /K [6] /P 1085 0 R /Pg 15 0 R >> endobj 1090 0 obj << /S /Span /Type /StructElem /ActualText (validate) /K [7] /P 1085 0 R /Pg 15 0 R >> endobj 1091 0 obj << /S /Span /Type /StructElem /ActualText (the) /K [8] /P 1085 0 R /Pg 15 0 R >> endobj 1092 0 obj << /S /Span /Type /StructElem /ActualText (use) /K [9] /P 1085 0 R /Pg 15 0 R >> endobj 1093 0 obj << /S /Span /Type /StructElem /ActualText (of) /K [10] /P 1085 0 R /Pg 15 0 R >> endobj 1094 0 obj << /S /Span /Type /StructElem /ActualText (quantile) /K [11] /P 1085 0 R /Pg 15 0 R >> endobj 1095 0 obj << /S /Span /Type /StructElem /ActualText (approach) /K [12] /P 1085 0 R /Pg 15 0 R >> endobj 1096 0 obj << /S /Span /Type /StructElem /ActualText (quality) /K [13] /P 1085 0 R /Pg 15 0 R >> endobj 1097 0 obj << /S /Span /Type /StructElem /ActualText (and) /K [14] /P 1085 0 R /Pg 15 0 R >> endobj 1098 0 obj << /S /Span /Type /StructElem /ActualText (give) /K [15] /P 1085 0 R /Pg 15 0 R >> endobj 1099 0 obj << /S /Span /Type /StructElem /ActualText (a) /K [16] /P 1085 0 R /Pg 15 0 R >> endobj 1100 0 obj << /S /Span /Type 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endobj 1110 0 obj << /S /Span /Type /StructElem /ActualText (bank) /K [27] /P 1085 0 R /Pg 15 0 R >> endobj 1111 0 obj << /S /Span /Type /StructElem /ActualText (loan,) /K [28] /P 1085 0 R /Pg 15 0 R >> endobj 1112 0 obj << /S /Span /Type /StructElem /ActualText (we) /K [29] /P 1085 0 R /Pg 15 0 R >> endobj 1113 0 obj << /S /Span /Type /StructElem /ActualText (apply) /K [30] /P 1085 0 R /Pg 15 0 R >> endobj 1114 0 obj << /S /Span /Type /StructElem /ActualText (QQR) /K [31] /P 1085 0 R /Pg 15 0 R >> endobj 1115 0 obj << /S /Span /Type /StructElem /ActualText (.) /K [32] /P 1085 0 R /Pg 15 0 R >> endobj 1085 0 obj << /S /LBody /Type /StructElem /K [1084 0 R 1089 0 R 1090 0 R 1091 0 R 1092 0 R 1093 0 R 1094 0 R 1095 0 R 1096 0 R 1097 0 R 1098 0 R 1099 0 R 1100 0 R 1101 0 R 1102 0 R 1103 0 R 1104 0 R 1105 0 R 1106 0 R 1107 0 R 1108 0 R 1109 0 R 1110 0 R 1111 0 R 1112 0 R 1113 0 R 1114 0 R 1115 0 R] /P 1086 0 R >> endobj 1086 0 obj << /S /LI /Type /StructElem /K [1085 0 R] /P 1087 0 R >> 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R 1146 0 R] /P 1145 0 R >> endobj 1145 0 obj << /S /Textbox /Type /StructElem /K [1144 0 R] /P 1137 0 R >> endobj 1137 0 obj << /S /Slide /Type /StructElem /K [1136 0 R 1138 0 R 1141 0 R 1142 0 R 1145 0 R] /P 3 0 R >> endobj 1148 0 obj << /S /Span /Type /StructElem /K [0] /P 1149 0 R /Pg 17 0 R >> endobj 1150 0 obj << /S /Figure /Type /StructElem /K [1] /P 1149 0 R /Pg 17 0 R >> endobj 1151 0 obj << /S /Span /Type /StructElem /ActualText (R) /K [2] /P 1152 0 R /Pg 17 0 R >> endobj 1154 0 obj << /S /Span /Type /StructElem /ActualText (robustness Check ) /K [3] /P 1152 0 R /Pg 17 0 R >> endobj 1152 0 obj << /S /H1 /Type /StructElem /K [1151 0 R 1154 0 R] /P 1153 0 R >> endobj 1153 0 obj << /S /Textbox /Type /StructElem /K [1152 0 R] /P 1149 0 R >> endobj 1155 0 obj << /S /Span /Type /StructElem /ActualText (Results) /K [4] /P 1156 0 R /Pg 17 0 R >> endobj 1156 0 obj << /S /H1 /Type /StructElem /K [1155 0 R] /P 1157 0 R >> endobj 1157 0 obj << /S /Textbox /Type /StructElem /K [1156 0 R] 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/ActualText (effects: yes) /K [62] /P 1320 0 R /Pg 17 0 R >> endobj 1320 0 obj << /S /P /Type /StructElem /K [1319 0 R 1321 0 R 1322 0 R] /P 1312 0 R >> endobj 1312 0 obj << /S /Textbox /Type /StructElem /K [1311 0 R 1316 0 R 1320 0 R] /P 1313 0 R >> endobj 1313 0 obj << /S /TD /Type /StructElem /K [1312 0 R] /P 1314 0 R >> endobj 1314 0 obj << /S /TR /Type /StructElem /K [1313 0 R] /P 1164 0 R >> endobj 1164 0 obj << /S /TBody /Type /StructElem /K [1163 0 R 1170 0 R 1175 0 R 1198 0 R 1215 0 R 1226 0 R 1245 0 R 1256 0 R 1275 0 R 1286 0 R 1303 0 R 1314 0 R] /P 1165 0 R >> endobj 1165 0 obj << /S /Table /Type /StructElem /K [1164 0 R] /P 1149 0 R >> endobj 1149 0 obj << /S /Slide /Type /StructElem /K [1148 0 R 1150 0 R 1153 0 R 1157 0 R 1160 0 R 1165 0 R] /P 3 0 R >> endobj 1324 0 obj << /S /Span /Type /StructElem /K [0] /P 1325 0 R /Pg 18 0 R >> endobj 1326 0 obj << /S /Figure /Type /StructElem /K [1] /P 1325 0 R /Pg 18 0 R >> endobj 1327 0 obj << /S /Span /Type /StructElem /ActualText (R) /K [2] /P 1328 0 R /Pg 18 0 R >> endobj 1330 0 obj << /S /Span /Type /StructElem /ActualText (robustness Check ) /K [3] /P 1328 0 R /Pg 18 0 R >> endobj 1328 0 obj << /S /H1 /Type /StructElem /K [1327 0 R 1330 0 R] /P 1329 0 R >> endobj 1329 0 obj << /S /Textbox /Type /StructElem /K [1328 0 R] /P 1325 0 R >> endobj 1331 0 obj << /S /Span /Type /StructElem /ActualText (Results) /K [4] /P 1332 0 R /Pg 18 0 R >> endobj 1332 0 obj << /S /H1 /Type /StructElem /K [1331 0 R] /P 1333 0 R >> endobj 1333 0 obj << /S /Textbox /Type /StructElem /K [1332 0 R] /P 1325 0 R >> endobj 1334 0 obj << /S /Span /Type /StructElem /ActualText (Endogeneity) /K [5] /P 1335 0 R /Pg 18 0 R >> endobj 1335 0 obj << /S /P /Type /StructElem /K [1334 0 R] /P 1336 0 R >> endobj 1336 0 obj << /S /Textbox /Type /StructElem /K [1335 0 R] /P 1325 0 R >> endobj 1337 0 obj << /S /Span /Type /StructElem /K [6] /P 1338 0 R /Pg 18 0 R >> endobj 1340 0 obj << /S /Span /Type /StructElem /ActualText (Quantile) /K [7] /P 1341 0 R /Pg 18 0 R >> endobj 1341 0 obj << /S /P /Type /StructElem /K [1340 0 R] /P 1342 0 R >> endobj 1342 0 obj << /S /Textbox /Type /StructElem /K [1341 0 R] /P 1343 0 R >> endobj 1343 0 obj << /S /TD /Type /StructElem /K [1342 0 R] /P 1344 0 R >> endobj 1345 0 obj << /S /Span /Type /StructElem /ActualText (Estimate ) /K [8] /P 1346 0 R /Pg 18 0 R >> endobj 1346 0 obj << /S /P /Type /StructElem /K [1345 0 R] /P 1347 0 R >> endobj 1349 0 obj << /S /Span /Type /StructElem /ActualText <28> /K [9] /P 1350 0 R /Pg 18 0 R >> endobj 1351 0 obj << /S /Span /Type /StructElem /ActualText (p) /K [10] /P 1350 0 R /Pg 18 0 R >> endobj 1352 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [11] /P 1350 0 R /Pg 18 0 R >> endobj 1353 0 obj << /S /Span /Type /StructElem /ActualText (value\)) /K [12] /P 1350 0 R /Pg 18 0 R >> endobj 1350 0 obj << /S /P /Type /StructElem /K [1349 0 R 1351 0 R 1352 0 R 1353 0 R] /P 1347 0 R >> endobj 1347 0 obj << /S /Textbox /Type /StructElem /K [1346 0 R 1350 0 R] /P 1348 0 R >> endobj 1348 0 obj << /S /TD /Type /StructElem /K [1347 0 R] /P 1344 0 R >> endobj 1344 0 obj << /S /TR /Type /StructElem /K [1343 0 R 1348 0 R] /P 1338 0 R >> endobj 1354 0 obj << /S /Span /Type /StructElem /ActualText (0.25) /K [13] /P 1355 0 R /Pg 18 0 R >> endobj 1355 0 obj << /S /P /Type /StructElem /K [1354 0 R] /P 1356 0 R >> endobj 1356 0 obj << /S /Textbox /Type /StructElem /K [1355 0 R] /P 1357 0 R >> endobj 1357 0 obj << /S /TD /Type /StructElem /K [1356 0 R] /P 1358 0 R >> endobj 1359 0 obj << /S /Span /Type /StructElem /ActualText (0.024) /K [14] /P 1360 0 R /Pg 18 0 R >> endobj 1360 0 obj << /S /P /Type /StructElem /K [1359 0 R] /P 1361 0 R >> endobj 1363 0 obj << /S /Span /Type /StructElem /ActualText <28> /K [15] /P 1364 0 R /Pg 18 0 R >> endobj 1365 0 obj << /S /Span /Type /StructElem /ActualText (0.211\)) /K [16] /P 1364 0 R /Pg 18 0 R >> endobj 1364 0 obj << /S /P /Type /StructElem /K [1363 0 R 1365 0 R] /P 1361 0 R >> endobj 1361 0 obj << /S /Textbox /Type /StructElem /K [1360 0 R 1364 0 R] /P 1362 0 R >> endobj 1362 0 obj << /S /TD /Type /StructElem /K [1361 0 R] /P 1358 0 R >> endobj 1358 0 obj << /S /TR /Type /StructElem /K [1357 0 R 1362 0 R] /P 1338 0 R >> endobj 1366 0 obj << /S /Span /Type /StructElem /ActualText (0.5) /K [17] /P 1367 0 R /Pg 18 0 R >> endobj 1367 0 obj << /S /P /Type /StructElem /K [1366 0 R] /P 1368 0 R >> endobj 1368 0 obj << /S /Textbox /Type /StructElem /K [1367 0 R] /P 1369 0 R >> endobj 1369 0 obj << /S /TD /Type /StructElem /K [1368 0 R] /P 1370 0 R >> endobj 1371 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [18] /P 1372 0 R /Pg 18 0 R >> endobj 1375 0 obj << /S /Span /Type /StructElem /ActualText (0.014) /K [19] /P 1372 0 R /Pg 18 0 R >> endobj 1372 0 obj << /S /P /Type /StructElem /K [1371 0 R 1375 0 R] /P 1373 0 R >> endobj 1376 0 obj << /S /Span /Type /StructElem /ActualText <28> /K [20] /P 1377 0 R /Pg 18 0 R >> endobj 1378 0 obj << /S /Span /Type /StructElem /ActualText (0.001\)***) /K [21] /P 1377 0 R /Pg 18 0 R >> endobj 1377 0 obj << /S /P /Type /StructElem /K [1376 0 R 1378 0 R] /P 1373 0 R >> endobj 1373 0 obj << /S /Textbox /Type /StructElem /K [1372 0 R 1377 0 R] /P 1374 0 R >> endobj 1374 0 obj << /S /TD /Type /StructElem /K [1373 0 R] /P 1370 0 R >> endobj 1370 0 obj << /S /TR /Type /StructElem /K [1369 0 R 1374 0 R] /P 1338 0 R >> endobj 1379 0 obj << /S /Span /Type /StructElem /ActualText (0.75) /K [22] /P 1380 0 R /Pg 18 0 R >> endobj 1380 0 obj << /S /P /Type /StructElem /K [1379 0 R] /P 1381 0 R >> endobj 1381 0 obj << /S /Textbox /Type /StructElem /K [1380 0 R] /P 1382 0 R >> endobj 1382 0 obj << /S /TD /Type /StructElem /K [1381 0 R] /P 1383 0 R >> endobj 1384 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [23] /P 1385 0 R /Pg 18 0 R >> endobj 1388 0 obj << /S /Span /Type /StructElem /ActualText (0.022 ) /K [24] /P 1385 0 R /Pg 18 0 R >> endobj 1385 0 obj << /S /P /Type /StructElem /K [1384 0 R 1388 0 R] /P 1386 0 R >> endobj 1389 0 obj << /S /Span /Type /StructElem /ActualText (\(0.041\)**) /K [25] /P 1390 0 R /Pg 18 0 R >> endobj 1390 0 obj << /S /P /Type /StructElem /K [1389 0 R] /P 1386 0 R >> endobj 1386 0 obj << /S /Textbox /Type /StructElem /K [1385 0 R 1390 0 R] /P 1387 0 R >> endobj 1387 0 obj << /S /TD /Type /StructElem /K [1386 0 R] /P 1383 0 R >> endobj 1383 0 obj << /S /TR /Type /StructElem /K [1382 0 R 1387 0 R] /P 1338 0 R >> endobj 1391 0 obj << /S /Span /Type /StructElem /ActualText (0.95) /K [26] /P 1392 0 R /Pg 18 0 R >> endobj 1392 0 obj << /S /P /Type /StructElem /K [1391 0 R] /P 1393 0 R >> endobj 1393 0 obj << /S /Textbox /Type /StructElem /K [1392 0 R] /P 1394 0 R >> endobj 1394 0 obj << /S /TD /Type /StructElem /K [1393 0 R] /P 1395 0 R >> endobj 1396 0 obj << /S /Span /Type /StructElem /ActualText (0.035) /K [27] /P 1397 0 R /Pg 18 0 R >> endobj 1397 0 obj << /S /P /Type /StructElem /K [1396 0 R] /P 1398 0 R >> endobj 1400 0 obj << /S /Span /Type /StructElem /ActualText <28> /K [28] /P 1401 0 R /Pg 18 0 R >> endobj 1402 0 obj << /S /Span /Type /StructElem /ActualText (0.000\)***) /K [29] /P 1401 0 R /Pg 18 0 R >> endobj 1401 0 obj << /S /P /Type /StructElem /K [1400 0 R 1402 0 R] /P 1398 0 R >> endobj 1398 0 obj << /S /Textbox /Type /StructElem /K [1397 0 R 1401 0 R] /P 1399 0 R >> endobj 1399 0 obj << /S /TD /Type /StructElem /K [1398 0 R] /P 1395 0 R >> endobj 1395 0 obj << /S /TR /Type /StructElem /K [1394 0 R 1399 0 R] /P 1338 0 R >> endobj 1403 0 obj << /S /Span /Type /StructElem /ActualText (The robust standard errors are reported. The lagged variables as instruments.) /K [30] /P 1404 0 R /Pg 18 0 R >> endobj 1404 0 obj << /S /P /Type /StructElem /K [1403 0 R] /P 1405 0 R >> endobj 1408 0 obj << /S /Span /Type /StructElem /ActualText (Bank fixed) /K [31] /P 1409 0 R /Pg 18 0 R >> endobj 1410 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [32] /P 1409 0 R /Pg 18 0 R >> endobj 1411 0 obj << /S /Span /Type /StructElem /ActualText (effects: yes) /K [33] /P 1409 0 R /Pg 18 0 R >> endobj 1409 0 obj << /S /P /Type /StructElem /K [1408 0 R 1410 0 R 1411 0 R] /P 1405 0 R >> endobj 1412 0 obj << /S /Span /Type /StructElem /ActualText (Time fixed) /K [34] /P 1413 0 R /Pg 18 0 R >> endobj 1414 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [35] /P 1413 0 R /Pg 18 0 R >> endobj 1415 0 obj << /S /Span /Type /StructElem /ActualText (effects: yes) /K [36] /P 1413 0 R /Pg 18 0 R >> endobj 1413 0 obj << /S /P /Type /StructElem /K [1412 0 R 1414 0 R 1415 0 R] /P 1405 0 R >> endobj 1405 0 obj << /S /Textbox /Type /StructElem /K [1404 0 R 1409 0 R 1413 0 R] /P 1406 0 R >> endobj 1406 0 obj << /S /TD /Type /StructElem /K [1405 0 R] /P 1407 0 R >> endobj 1407 0 obj << /S /TR /Type /StructElem /K [1406 0 R] /P 1338 0 R >> endobj 1338 0 obj << /S /TBody /Type /StructElem /K [1337 0 R 1344 0 R 1358 0 R 1370 0 R 1383 0 R 1395 0 R 1407 0 R] /P 1339 0 R >> endobj 1339 0 obj << /S /Table /Type /StructElem /K [1338 0 R] /P 1325 0 R >> endobj 1325 0 obj << /S /Slide /Type /StructElem /K [1324 0 R 1326 0 R 1329 0 R 1333 0 R 1336 0 R 1339 0 R] /P 3 0 R >> endobj 1417 0 obj << /S /Span /Type /StructElem /K [0] /P 1418 0 R /Pg 19 0 R >> endobj 1419 0 obj << /S /Figure /Type /StructElem /K [1] /P 1418 0 R /Pg 19 0 R >> endobj 1420 0 obj << /S /Span /Type /StructElem /ActualText (Conclusion) /K [2] /P 1421 0 R /Pg 19 0 R >> endobj 1421 0 obj << /S /H1 /Type /StructElem /K [1420 0 R] /P 1422 0 R >> endobj 1422 0 obj << /S /Textbox /Type /StructElem /K [1421 0 R] /P 1418 0 R >> endobj 1423 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [3] /P 1424 0 R /Pg 19 0 R >> endobj 1428 0 obj << /S /Span /Type /StructElem /ActualText (This study shows that ) /K [4] /P 1424 0 R /Pg 19 0 R >> endobj 1429 0 obj << /S /Span /Type /StructElem /ActualText (skilled managers make efficient loans when banks have a moderate risk level. ) /K [5] /P 1424 0 R /Pg 19 0 R >> endobj 1424 0 obj << /S /LBody /Type /StructElem /K [1423 0 R 1428 0 R 1429 0 R] /P 1425 0 R >> endobj 1425 0 obj << /S /LI /Type /StructElem /K [1424 0 R] /P 1426 0 R >> endobj 1430 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [6] /P 1431 0 R /Pg 19 0 R >> endobj 1433 0 obj << /S /Span /Type /StructElem /ActualText (These ) /K [7] /P 1431 0 R /Pg 19 0 R >> endobj 1434 0 obj << /S /Span /Type /StructElem /ActualText (managers are better at assessing timing and potential returns, as well as synthesizing information into ) /K [8] /P 1431 0 R /Pg 19 0 R >> endobj 1435 0 obj << /S /Span /Type /StructElem /ActualText (accurate forecasts about the risks ) /K [9] /P 1431 0 R /Pg 19 0 R >> endobj 1436 0 obj << /S /Span /Type /StructElem /ActualText <28> /K [10] /P 1431 0 R /Pg 19 0 R >> endobj 1437 0 obj << /S /Span /Type /StructElem /ActualText (D) /K [11] /P 1431 0 R /Pg 19 0 R >> endobj 1438 0 obj << /S /Span /Type /StructElem /ActualText (emerjian) /K [12] /P 1431 0 R /Pg 19 0 R >> endobj 1439 0 obj << /S /Span /Type /StructElem /ActualText (et al) /K [13] /P 1431 0 R /Pg 19 0 R >> endobj 1440 0 obj << /S /Span /Type /StructElem /ActualText (., ) /K [14] /P 1431 0 R /Pg 19 0 R >> endobj 1441 0 obj << /S /Span /Type /StructElem /ActualText (2012) /K [15] /P 1431 0 R /Pg 19 0 R >> endobj 1442 0 obj << /S /Span /Type /StructElem /ActualText (\). ) /K [16] /P 1431 0 R /Pg 19 0 R >> endobj 1431 0 obj << /S /LBody /Type /StructElem /K [1430 0 R 1433 0 R 1434 0 R 1435 0 R 1436 0 R 1437 0 R 1438 0 R 1439 0 R 1440 0 R 1441 0 R 1442 0 R] /P 1432 0 R >> endobj 1432 0 obj << /S /LI /Type /StructElem /K [1431 0 R] /P 1426 0 R >> endobj 1443 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [17] /P 1444 0 R /Pg 19 0 R >> endobj 1446 0 obj << /S /Span /Type /StructElem /ActualText (Therefore) /K [18] /P 1444 0 R /Pg 19 0 R >> endobj 1447 0 obj << /S /Span /Type /StructElem /ActualText (, such managers will use their talent to choose the best lending ) /K [19] /P 1444 0 R /Pg 19 0 R >> endobj 1448 0 obj << /S /Span /Type /StructElem /ActualText (schema to ) /K [20] /P 1444 0 R /Pg 19 0 R >> endobj 1449 0 obj << /S /Span /Type /StructElem /ActualText (improved loan quality. ) /K [21] /P 1444 0 R /Pg 19 0 R >> endobj 1444 0 obj << /S /LBody /Type /StructElem /K [1443 0 R 1446 0 R 1447 0 R 1448 0 R 1449 0 R] /P 1445 0 R >> endobj 1445 0 obj << /S /LI /Type /StructElem /K [1444 0 R] /P 1426 0 R >> endobj 1450 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [22] /P 1451 0 R /Pg 19 0 R >> endobj 1453 0 obj << /S /Span /Type /StructElem /ActualText (When ) /K [23] /P 1451 0 R /Pg 19 0 R >> endobj 1454 0 obj << /S /Span /Type /StructElem /ActualText (banks have a high level of risk, managers might focus excessively on their personal interests, often leading ) /K [24] /P 1451 0 R /Pg 19 0 R >> endobj 1455 0 obj << /S /Span /Type /StructElem /ActualText (to decisions that increase agency costs ) /K [25] /P 1451 0 R /Pg 19 0 R >> endobj 1456 0 obj << /S /Span /Type /StructElem /ActualText <28> /K [26] /P 1451 0 R /Pg 19 0 R >> endobj 1457 0 obj << /S /Span /Type /StructElem /ActualText (H) /K [27] /P 1451 0 R /Pg 19 0 R >> endobj 1458 0 obj << /S /Span /Type /StructElem /ActualText (uang ) /K [28] /P 1451 0 R /Pg 19 0 R >> endobj 1459 0 obj << /S /Span /Type /StructElem /ActualText (et al) /K [29] /P 1451 0 R /Pg 19 0 R >> endobj 1460 0 obj << /S /Span /Type /StructElem /ActualText (., ) /K [30] /P 1451 0 R /Pg 19 0 R >> endobj 1461 0 obj << /S /Span /Type /StructElem /ActualText (2011) /K [31] /P 1451 0 R /Pg 19 0 R >> endobj 1462 0 obj << /S /Span /Type /StructElem /ActualText (; ) /K [32] /P 1451 0 R /Pg 19 0 R >> endobj 1463 0 obj << /S /Span /Type /StructElem /ActualText (L) /K [33] /P 1451 0 R /Pg 19 0 R >> endobj 1464 0 obj << /S /Span /Type /StructElem /ActualText (in ) /K [34] /P 1451 0 R /Pg 19 0 R >> endobj 1465 0 obj << /S /Span /Type /StructElem /ActualText (et al) /K [35] /P 1451 0 R /Pg 19 0 R >> endobj 1466 0 obj << /S /Span /Type /StructElem /ActualText (., ) /K [36] /P 1451 0 R /Pg 19 0 R >> endobj 1467 0 obj << /S /Span /Type /StructElem /ActualText (2005) /K [37] /P 1451 0 R /Pg 19 0 R >> endobj 1468 0 obj << /S /Span /Type /StructElem /ActualText (\) and bad lending choices. ) /K [38] /P 1451 0 R /Pg 19 0 R >> endobj 1451 0 obj << /S /LBody /Type /StructElem /K [1450 0 R 1453 0 R 1454 0 R 1455 0 R 1456 0 R 1457 0 R 1458 0 R 1459 0 R 1460 0 R 1461 0 R 1462 0 R 1463 0 R 1464 0 R 1465 0 R 1466 0 R 1467 0 R 1468 0 R] /P 1452 0 R >> endobj 1452 0 obj << /S /LI /Type /StructElem /K [1451 0 R] /P 1426 0 R >> endobj 1426 0 obj << /S /L /Type /StructElem /K [1425 0 R 1432 0 R 1445 0 R 1452 0 R] /P 1427 0 R >> endobj 1427 0 obj << /S /Textbox /Type /StructElem /K [1426 0 R] /P 1418 0 R >> endobj 1418 0 obj << /S /Slide /Type /StructElem /K [1417 0 R 1419 0 R 1422 0 R 1427 0 R] /P 3 0 R >> endobj 1470 0 obj << /S /Span /Type /StructElem /K [0] /P 1471 0 R /Pg 20 0 R >> endobj 1472 0 obj << /S /Figure /Type /StructElem /K [1] /P 1471 0 R /Pg 20 0 R >> endobj 1473 0 obj << /S /Span /Type /StructElem /ActualText (Contributions ) /K [2] /P 1474 0 R /Pg 20 0 R >> endobj 1474 0 obj << /S /H1 /Type /StructElem /K [1473 0 R] /P 1475 0 R >> endobj 1475 0 obj << /S /Textbox /Type /StructElem /K [1474 0 R] /P 1471 0 R >> endobj 1476 0 obj << /S /Span /Type /StructElem /ActualText (Theoretical Implications) /K [3] /P 1477 0 R /Pg 20 0 R >> endobj 1477 0 obj << /S /P /Type /StructElem /K [1476 0 R] /P 1478 0 R >> endobj 1479 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [4] /P 1480 0 R /Pg 20 0 R >> endobj 1483 0 obj << /S /Span /Type /StructElem /ActualText (Advances Understanding of Managerial Ability: ) /K [5] /P 1480 0 R /Pg 20 0 R >> endobj 1484 0 obj << /S /Span /Type /StructElem /ActualText (Expands the theoretical framework of ) /K [6] /P 1480 0 R /Pg 20 0 R >> endobj 1485 0 obj << /S /Span /Type /StructElem /ActualText (managerial ability by incorporating heterogeneity in its effects on financial outcomes.) /K [7] /P 1480 0 R /Pg 20 0 R >> endobj 1480 0 obj << /S /LBody /Type /StructElem /K [1479 0 R 1483 0 R 1484 0 R 1485 0 R] /P 1481 0 R >> endobj 1481 0 obj << /S /LI /Type /StructElem /K [1480 0 R] /P 1482 0 R >> endobj 1482 0 obj << /S /L /Type /StructElem /K [1481 0 R] /P 1478 0 R >> endobj 1486 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [8] /P 1487 0 R /Pg 20 0 R >> endobj 1490 0 obj << /S /Span /Type /StructElem /ActualText (Methodological Contribution) /K [9] /P 1487 0 R /Pg 20 0 R >> endobj 1491 0 obj << /S /Span /Type /StructElem /ActualText (: Introduces quantile regression and quantile) /K [10] /P 1487 0 R /Pg 20 0 R >> endobj 1492 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [11] /P 1487 0 R /Pg 20 0 R >> endobj 1493 0 obj << /S /Span /Type /StructElem /ActualText (on) /K [12] /P 1487 0 R /Pg 20 0 R >> endobj 1494 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [13] /P 1487 0 R /Pg 20 0 R >> endobj 1495 0 obj << /S /Span /Type /StructElem /ActualText (quantile regression as ) /K [14] /P 1487 0 R /Pg 20 0 R >> endobj 1496 0 obj << /S /Span /Type /StructElem /ActualText (robust tools for analyzing non) /K [15] /P 1487 0 R /Pg 20 0 R >> endobj 1497 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [16] /P 1487 0 R /Pg 20 0 R >> endobj 1498 0 obj << /S /Span /Type /StructElem /ActualText (monotonic relationships in finance and accounting research.) /K [17] /P 1487 0 R /Pg 20 0 R >> endobj 1487 0 obj << /S /LBody /Type /StructElem /K [1486 0 R 1490 0 R 1491 0 R 1492 0 R 1493 0 R 1494 0 R 1495 0 R 1496 0 R 1497 0 R 1498 0 R] /P 1488 0 R >> endobj 1488 0 obj << /S /LI /Type /StructElem /K [1487 0 R] /P 1489 0 R >> endobj 1489 0 obj << /S /L /Type /StructElem /K [1488 0 R] /P 1478 0 R >> endobj 1499 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [18] /P 1500 0 R /Pg 20 0 R >> endobj 1503 0 obj << /S /Span /Type /StructElem /ActualText (Enriches Literature on Loan Quality: ) /K [19] /P 1500 0 R /Pg 20 0 R >> endobj 1504 0 obj << /S /Span /Type /StructElem /ActualText (Highlights the importance of considering risk) /K [20] /P 1500 0 R /Pg 20 0 R >> endobj 1505 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [21] /P 1500 0 R /Pg 20 0 R >> endobj 1506 0 obj << /S /Span /Type /StructElem /ActualText (specific ) /K [22] /P 1500 0 R /Pg 20 0 R >> endobj 1507 0 obj << /S /Span /Type /StructElem /ActualText (effects when studying financial outcomes. ) /K [23] /P 1500 0 R /Pg 20 0 R >> endobj 1500 0 obj << /S /LBody /Type /StructElem /K [1499 0 R 1503 0 R 1504 0 R 1505 0 R 1506 0 R 1507 0 R] /P 1501 0 R >> endobj 1501 0 obj << /S /LI /Type /StructElem /K [1500 0 R] /P 1502 0 R >> endobj 1502 0 obj << /S /L /Type /StructElem /K [1501 0 R] /P 1478 0 R >> endobj 1478 0 obj << /S /Textbox /Type /StructElem /K [1477 0 R 1482 0 R 1489 0 R 1502 0 R] /P 1471 0 R >> endobj 1471 0 obj << /S /Slide /Type /StructElem /K [1470 0 R 1472 0 R 1475 0 R 1478 0 R] /P 3 0 R >> endobj 1509 0 obj << /S /Span /Type /StructElem /K [0] /P 1510 0 R /Pg 21 0 R >> endobj 1511 0 obj << /S /Figure /Type /StructElem /K [1] /P 1510 0 R /Pg 21 0 R >> endobj 1512 0 obj << /S /Span /Type /StructElem /ActualText (Contributions ) /K [2] /P 1513 0 R /Pg 21 0 R >> endobj 1513 0 obj << /S /H1 /Type /StructElem /K [1512 0 R] /P 1514 0 R >> endobj 1514 0 obj << /S /Textbox /Type /StructElem /K [1513 0 R] /P 1510 0 R >> endobj 1515 0 obj << /S /Span /Type /StructElem /ActualText (Practical Implications) /K [3] /P 1516 0 R /Pg 21 0 R >> endobj 1516 0 obj << /S /P /Type /StructElem /K [1515 0 R] /P 1517 0 R >> endobj 1518 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [4] /P 1519 0 R /Pg 21 0 R >> endobj 1522 0 obj << /S /Span /Type /StructElem /ActualText (For Bank Managers: ) /K [5] /P 1519 0 R /Pg 21 0 R >> endobj 1523 0 obj << /S /Span /Type /StructElem /ActualText (Suggests that managers may need additional support or resources in high) /K [6] /P 1519 0 R /Pg 21 0 R >> endobj 1524 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [7] /P 1519 0 R /Pg 21 0 R >> endobj 1525 0 obj << /S /Span /Type /StructElem /ActualText (risk ) /K [8] /P 1519 0 R /Pg 21 0 R >> endobj 1526 0 obj << /S /Span /Type /StructElem /ActualText (scenarios to effectively improve loan quality. ) /K [9] /P 1519 0 R /Pg 21 0 R >> endobj 1519 0 obj << /S /LBody /Type /StructElem /K [1518 0 R 1522 0 R 1523 0 R 1524 0 R 1525 0 R 1526 0 R] /P 1520 0 R >> endobj 1520 0 obj << /S /LI /Type /StructElem /K [1519 0 R] /P 1521 0 R >> endobj 1521 0 obj << /S /L /Type /StructElem /K [1520 0 R] /P 1517 0 R >> endobj 1527 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [10] /P 1528 0 R /Pg 21 0 R >> endobj 1531 0 obj << /S /Span /Type /StructElem /ActualText (For Regulators and Policymakers: ) /K [11] /P 1528 0 R /Pg 21 0 R >> endobj 1532 0 obj << /S /Span /Type /StructElem /ActualText (Emphasizes the need for managerial training and incentive structures ) /K [12] /P 1528 0 R /Pg 21 0 R >> endobj 1533 0 obj << /S /Span /Type /StructElem /ActualText (that are adaptable to different levels of loan risk.) /K [13] /P 1528 0 R /Pg 21 0 R >> endobj 1528 0 obj << /S /LBody /Type /StructElem /K [1527 0 R 1531 0 R 1532 0 R 1533 0 R] /P 1529 0 R >> endobj 1529 0 obj << /S /LI /Type /StructElem /K [1528 0 R] /P 1530 0 R >> endobj 1530 0 obj << /S /L /Type /StructElem /K [1529 0 R] /P 1517 0 R >> endobj 1534 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [14] /P 1535 0 R /Pg 21 0 R >> endobj 1538 0 obj << /S /Span /Type /StructElem /ActualText (For Investors and Stakeholders: ) /K [15] /P 1535 0 R /Pg 21 0 R >> endobj 1539 0 obj << /S /Span /Type /StructElem /ActualText (Offers insights into how managerial ability influences bank stability and ) /K [16] /P 1535 0 R /Pg 21 0 R >> endobj 1540 0 obj << /S /Span /Type /StructElem /ActualText (loan portfolio quality, which can inform investment decisions. ) /K [17] /P 1535 0 R /Pg 21 0 R >> endobj 1535 0 obj << /S /LBody /Type /StructElem /K [1534 0 R 1538 0 R 1539 0 R 1540 0 R] /P 1536 0 R >> endobj 1536 0 obj << /S /LI /Type /StructElem /K [1535 0 R] /P 1537 0 R >> endobj 1537 0 obj << /S /L /Type /StructElem /K [1536 0 R] /P 1517 0 R >> endobj 1541 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [18] /P 1542 0 R /Pg 21 0 R >> endobj 1545 0 obj << /S /Span /Type /StructElem /ActualText (For Emerging Markets: ) /K [19] /P 1542 0 R /Pg 21 0 R >> endobj 1546 0 obj << /S /Span /Type /StructElem /ActualText (Provides actionable insights for banks in the MENA region to improve risk ) /K [20] /P 1542 0 R /Pg 21 0 R >> endobj 1547 0 obj << /S /Span /Type /StructElem /ActualText (management practices and financial resilience. ) /K [21] /P 1542 0 R /Pg 21 0 R >> endobj 1542 0 obj << /S /LBody /Type /StructElem /K [1541 0 R 1545 0 R 1546 0 R 1547 0 R] /P 1543 0 R >> endobj 1543 0 obj << /S /LI /Type /StructElem /K [1542 0 R] /P 1544 0 R >> endobj 1544 0 obj << /S /L /Type /StructElem /K [1543 0 R] /P 1517 0 R >> endobj 1548 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [22] /P 1549 0 R /Pg 21 0 R >> endobj 1552 0 obj << /S /Span /Type /StructElem /ActualText (For Financial Stability: ) /K [23] /P 1549 0 R /Pg 21 0 R >> endobj 1553 0 obj << /S /Span /Type /StructElem /ActualText (Suggests that improving managerial effectiveness could contribute to broader ) /K [24] /P 1549 0 R /Pg 21 0 R >> endobj 1554 0 obj << /S /Span /Type /StructElem /ActualText (financial system stability. ) /K [25] /P 1549 0 R /Pg 21 0 R >> endobj 1549 0 obj << /S /LBody /Type /StructElem /K [1548 0 R 1552 0 R 1553 0 R 1554 0 R] /P 1550 0 R >> endobj 1550 0 obj << /S /LI /Type /StructElem /K [1549 0 R] /P 1551 0 R >> endobj 1551 0 obj << /S /L /Type /StructElem /K [1550 0 R] /P 1517 0 R >> endobj 1517 0 obj << /S /Textbox /Type /StructElem /K [1516 0 R 1521 0 R 1530 0 R 1537 0 R 1544 0 R 1551 0 R] /P 1510 0 R >> endobj 1510 0 obj << /S /Slide /Type /StructElem /K [1509 0 R 1511 0 R 1514 0 R 1517 0 R] /P 3 0 R >> endobj 1556 0 obj << /S /Span /Type /StructElem /K [0] /P 1557 0 R /Pg 22 0 R >> endobj 1558 0 obj << /S /Figure /Type /StructElem /K [1] /P 1557 0 R /Pg 22 0 R >> endobj 1559 0 obj << /S /Span /Type /StructElem /ActualText (Thank you ! ) /K [2] /P 1560 0 R /Pg 22 0 R >> endobj 1560 0 obj << /S /H1 /Type /StructElem /K [1559 0 R] /P 1561 0 R >> endobj 1561 0 obj << /S /Textbox /Type /StructElem /K [1560 0 R] /P 1557 0 R >> endobj 1557 0 obj << /S /Slide /Type /StructElem /K [1556 0 R 1558 0 R 1561 0 R] /P 3 0 R >> endobj 1563 0 obj << /S /Span /Type /StructElem /K [0] /P 1564 0 R /Pg 23 0 R >> endobj 1565 0 obj << /S /Span /Type /StructElem /ActualText (Discussion ) /K [1] /P 1566 0 R /Pg 23 0 R >> endobj 1566 0 obj << /S /H1 /Type /StructElem /K [1565 0 R] /P 1567 0 R >> endobj 1567 0 obj << /S /Textbox /Type /StructElem /K [1566 0 R] /P 1564 0 R >> endobj 1568 0 obj << /S /Span /Type /StructElem /ActualText (First) /K [2] /P 1569 0 R /Pg 23 0 R >> endobj 1571 0 obj << /S /Span /Type /StructElem /ActualText (, we use DEA to estimate a bank) /K [3] /P 1569 0 R /Pg 23 0 R >> endobj 1572 0 obj << /S /Span /Type /StructElem /ActualText /K [4] /P 1569 0 R /Pg 23 0 R >> endobj 1573 0 obj << /S /Span /Type /StructElem /ActualText (s technical efficiency score. To do, we adopt the three inputs and two outputs ) /K [5] /P 1569 0 R /Pg 23 0 R >> endobj 1574 0 obj << /S /Span /Type /StructElem /ActualText (for the optimization program.) /K [6] /P 1569 0 R /Pg 23 0 R >> endobj 1569 0 obj << /S /P /Type /StructElem /K [1568 0 R 1571 0 R 1572 0 R 1573 0 R 1574 0 R] /P 1570 0 R >> endobj 1575 0 obj << /S /Span /Type /StructElem /ActualText (Banks collect liabilities and use capital and labor to transform these funds into loans and other assets. Hence, we use ) /K [7] /P 1576 0 R /Pg 23 0 R >> endobj 1577 0 obj << /S /Span /Type /StructElem /ActualText (as inputs: fixed assets, labor costs, and deposits; as outputs: loans and other earning assets.) /K [8] /P 1576 0 R /Pg 23 0 R >> endobj 1576 0 obj << /S /P /Type /StructElem /K [1575 0 R 1577 0 R] /P 1570 0 R >> endobj 1578 0 obj << /S /Span /Type /StructElem /K [9] /P 1579 0 R /Pg 23 0 R >> endobj 1580 0 obj << /S /Span /Type /StructElem /K [10] /P 1579 0 R /Pg 23 0 R >> endobj 1581 0 obj << /S /Span /Type /StructElem /K [11] /P 1579 0 R /Pg 23 0 R >> endobj 1582 0 obj << /S /Span /Type /StructElem /K [12] /P 1579 0 R /Pg 23 0 R >> endobj 1583 0 obj << /S /Span /Type /StructElem /K [13] /P 1579 0 R /Pg 23 0 R >> endobj 1584 0 obj << /S /Span /Type /StructElem /K [14] /P 1579 0 R /Pg 23 0 R >> endobj 1585 0 obj << /S /Span /Type /StructElem /K [15] /P 1579 0 R /Pg 23 0 R >> endobj 1586 0 obj << /S /Span /Type /StructElem /K [16] /P 1579 0 R /Pg 23 0 R >> endobj 1587 0 obj << /S /Span /Type /StructElem /K [17] /P 1579 0 R /Pg 23 0 R >> endobj 1588 0 obj << /S /Span /Type /StructElem /K [18] /P 1579 0 R /Pg 23 0 R >> endobj 1589 0 obj << /S /Span /Type /StructElem /K [19] /P 1579 0 R /Pg 23 0 R >> endobj 1590 0 obj << /S /Span /Type /StructElem /K [20] /P 1579 0 R /Pg 23 0 R >> endobj 1591 0 obj << /S /Span /Type /StructElem /K [21] /P 1579 0 R /Pg 23 0 R >> endobj 1592 0 obj << /S /Span /Type /StructElem /K [22] /P 1579 0 R /Pg 23 0 R >> endobj 1593 0 obj << /S /Span /Type /StructElem /K [23] /P 1579 0 R /Pg 23 0 R >> endobj 1594 0 obj << /S /Span /Type /StructElem /K [24] /P 1579 0 R /Pg 23 0 R >> endobj 1595 0 obj << /S /Span /Type /StructElem /K [25] /P 1579 0 R /Pg 23 0 R >> endobj 1596 0 obj << /S /Span /Type /StructElem /ActualText <28> /K [26] /P 1579 0 R /Pg 23 0 R >> endobj 1597 0 obj << /S /Span /Type /StructElem /ActualText (1) /K [27] /P 1579 0 R /Pg 23 0 R >> endobj 1598 0 obj << /S /Span /Type /StructElem /ActualText <29> /K [28] /P 1579 0 R /Pg 23 0 R >> endobj 1579 0 obj << /S /P /Type /StructElem /K [1578 0 R 1580 0 R 1581 0 R 1582 0 R 1583 0 R 1584 0 R 1585 0 R 1586 0 R 1587 0 R 1588 0 R 1589 0 R 1590 0 R 1591 0 R 1592 0 R 1593 0 R 1594 0 R 1595 0 R 1596 0 R 1597 0 R 1598 0 R] /P 1570 0 R >> endobj 1599 0 obj << /S /Span /Type /StructElem /ActualText (Second) /K [29] /P 1600 0 R /Pg 23 0 R >> endobj 1601 0 obj << /S /Span /Type /StructElem /ActualText (, we estimate MA by regressing the efficiency score on a set of bank) /K [30] /P 1600 0 R /Pg 23 0 R >> endobj 1602 0 obj << /S /Span /Type /StructElem /ActualText (-) /K [31] /P 1600 0 R /Pg 23 0 R >> endobj 1603 0 obj << /S /Span /Type /StructElem /ActualText (specific characteristics \(bank size, age, ) /K [32] /P 1600 0 R /Pg 23 0 R >> endobj 1604 0 obj << /S /Span /Type /StructElem /ActualText (leverage\) and country characteristics \(inflation and GDP\). ) /K [33] /P 1600 0 R /Pg 23 0 R >> endobj 1600 0 obj << /S /P /Type /StructElem /K [1599 0 R 1601 0 R 1602 0 R 1603 0 R 1604 0 R] /P 1570 0 R >> endobj 1605 0 obj << /S /Span /Type /StructElem /ActualText (We estimate the following Tobit model to exclude bank and country characteristics:) /K [34] /P 1606 0 R /Pg 23 0 R >> endobj 1606 0 obj << /S /P /Type /StructElem /K [1605 0 R] /P 1570 0 R >> endobj 1607 0 obj << /S /Span /Type /StructElem /K [35] /P 1608 0 R /Pg 23 0 R >> endobj 1609 0 obj << /S /Span /Type /StructElem /ActualText (= ) /K [36] /P 1608 0 R /Pg 23 0 R >> endobj 1610 0 obj << /S /Span /Type /StructElem /K [37] /P 1608 0 R /Pg 23 0 R >> endobj 1611 0 obj << /S /Span /Type /StructElem /K [38] /P 1608 0 R /Pg 23 0 R >> endobj 1612 0 obj << /S /Span /Type /StructElem /ActualText (+) /K [39] /P 1608 0 R /Pg 23 0 R >> endobj 1613 0 obj << /S /Span /Type /StructElem /K [40] /P 1608 0 R /Pg 23 0 R >> endobj 1614 0 obj << /S /Span /Type /StructElem /K [41] /P 1608 0 R /Pg 23 0 R >> endobj 1615 0 obj << /S /Span /Type /StructElem /K [42] /P 1608 0 R /Pg 23 0 R >> endobj 1616 0 obj << /S /Span /Type /StructElem /K [43] /P 1608 0 R /Pg 23 0 R >> endobj 1617 0 obj << /S /Span /Type /StructElem /K [44] /P 1608 0 R /Pg 23 0 R >> endobj 1618 0 obj << /S /Span /Type /StructElem /K [45] /P 1608 0 R /Pg 23 0 R >> endobj 1619 0 obj << /S /Span /Type /StructElem /K [46] /P 1608 0 R /Pg 23 0 R >> endobj 1620 0 obj << /S /Span /Type /StructElem /K [47] /P 1608 0 R /Pg 23 0 R >> endobj 1621 0 obj << /S /Span /Type /StructElem /K [48] /P 1608 0 R /Pg 23 0 R >> endobj 1622 0 obj << /S /Span /Type /StructElem /K [49] /P 1608 0 R /Pg 23 0 R >> endobj 1623 0 obj << /S /Span /Type /StructElem /K [50] /P 1608 0 R /Pg 23 0 R >> endobj 1624 0 obj << /S /Span /Type /StructElem /K [51] /P 1608 0 R /Pg 23 0 R >> endobj 1625 0 obj << /S /Span /Type /StructElem /K [52] /P 1608 0 R /Pg 23 0 R >> endobj 1626 0 obj << /S /Span /Type /StructElem /K [53] /P 1608 0 R /Pg 23 0 R >> endobj 1627 0 obj << /S /Span /Type /StructElem /K [54] /P 1608 0 R /Pg 23 0 R >> endobj 1628 0 obj << /S /Span /Type /StructElem /K [55] /P 1608 0 R /Pg 23 0 R >> endobj 1629 0 obj << /S /Span /Type /StructElem /K [56] /P 1608 0 R /Pg 23 0 R >> endobj 1630 0 obj << /S /Span /Type /StructElem /K [57] /P 1608 0 R /Pg 23 0 R >> endobj 1631 0 obj << /S /Span /Type /StructElem /K [58] /P 1608 0 R /Pg 23 0 R >> endobj 1632 0 obj << /S /Span /Type /StructElem /K [59] /P 1608 0 R /Pg 23 0 R >> endobj 1633 0 obj << /S /Span /Type /StructElem /K [60] /P 1608 0 R /Pg 23 0 R >> endobj 1634 0 obj << /S /Span /Type /StructElem /K [61] /P 1608 0 R /Pg 23 0 R >> endobj 1635 0 obj << /S /Span /Type /StructElem /K [62] /P 1608 0 R /Pg 23 0 R >> endobj 1636 0 obj << /S /Span /Type /StructElem /K [63] /P 1608 0 R /Pg 23 0 R >> endobj 1637 0 obj << /S /Span /Type /StructElem /K [64] /P 1608 0 R /Pg 23 0 R >> endobj 1638 0 obj << /S /Span /Type /StructElem /K [65] /P 1608 0 R /Pg 23 0 R >> endobj 1639 0 obj << /S /Span /Type /StructElem /K [66] /P 1608 0 R /Pg 23 0 R >> endobj 1640 0 obj << /S /Span /Type /StructElem /K [67] /P 1608 0 R /Pg 23 0 R >> endobj 1641 0 obj << /S /Span /Type /StructElem /K [68] /P 1608 0 R /Pg 23 0 R >> endobj 1642 0 obj << /S /Span /Type /StructElem /K [69] /P 1608 0 R /Pg 23 0 R >> endobj 1643 0 obj << /S /Span /Type /StructElem /K [70] /P 1608 0 R /Pg 23 0 R >> endobj 1644 0 obj << /S /Span /Type /StructElem /ActualText <28> /K [71] /P 1608 0 R /Pg 23 0 R >> endobj 1645 0 obj << /S /Span /Type /StructElem /ActualText (2) /K [72] /P 1608 0 R /Pg 23 0 R >> endobj 1646 0 obj << /S /Span /Type /StructElem /ActualText <29> /K [73] /P 1608 0 R /Pg 23 0 R >> endobj 1608 0 obj << /S /P /Type /StructElem /K [1607 0 R 1609 0 R 1610 0 R 1611 0 R 1612 0 R 1613 0 R 1614 0 R 1615 0 R 1616 0 R 1617 0 R 1618 0 R 1619 0 R 1620 0 R 1621 0 R 1622 0 R 1623 0 R 1624 0 R 1625 0 R 1626 0 R 1627 0 R 1628 0 R 1629 0 R 1630 0 R 1631 0 R 1632 0 R 1633 0 R 1634 0 R 1635 0 R 1636 0 R 1637 0 R 1638 0 R 1639 0 R 1640 0 R 1641 0 R 1642 0 R 1643 0 R 1644 0 R 1645 0 R 1646 0 R] /P 1570 0 R >> endobj 1647 0 obj << /S /Span /Type /StructElem /ActualText (Where the dependent variable is bank efficiency measured between zero and one. Size is the natural logarithm of total ) /K [74] /P 1648 0 R /Pg 23 0 R >> endobj 1649 0 obj << /S /Span /Type /StructElem /ActualText (assets. Age is the natural logarithm of bank age. Lev is the Leverage ratio. INFL is the annual inflation rate. GDP is ) /K [75] /P 1648 0 R /Pg 23 0 R >> endobj 1650 0 obj << /S /Span /Type /StructElem /ActualText (gross domestic product.) /K [76] /P 1648 0 R /Pg 23 0 R >> endobj 1648 0 obj << /S /P /Type /StructElem /K [1647 0 R 1649 0 R 1650 0 R] /P 1570 0 R >> endobj 1651 0 obj << /S /Span /Type /StructElem /ActualText (The residual from Equation \() /K [77] /P 1652 0 R /Pg 23 0 R >> endobj 1653 0 obj << /S /Span /Type /StructElem /ActualText (2) /K [78] /P 1652 0 R /Pg 23 0 R >> endobj 1654 0 obj << /S /Span /Type /StructElem /ActualText (\) is our main measure of MA \() /K [79] /P 1652 0 R /Pg 23 0 R >> endobj 1655 0 obj << /S /Span /Type /StructElem /ActualText (Demerjian) /K [80] /P 1652 0 R /Pg 23 0 R >> endobj 1656 0 obj << /S /Span /Type /StructElem /ActualText (et al. ) /K [81] /P 1652 0 R /Pg 23 0 R >> endobj 1657 0 obj << /S /Span /Type /StructElem /ActualText (2012) /K [82] /P 1652 0 R /Pg 23 0 R >> endobj 1658 0 obj << /S /Span /Type /StructElem /ActualText (\).) /K [83] /P 1652 0 R /Pg 23 0 R >> endobj 1652 0 obj << /S /P /Type /StructElem /K [1651 0 R 1653 0 R 1654 0 R 1655 0 R 1656 0 R 1657 0 R 1658 0 R] /P 1570 0 R >> endobj 1570 0 obj << /S /Textbox /Type /StructElem /K [1569 0 R 1576 0 R 1579 0 R 1600 0 R 1606 0 R 1608 0 R 1648 0 R 1652 0 R] /P 1564 0 R >> endobj 1659 0 obj << /S /Span /Type /StructElem /ActualText (MA measure ) /K [84] /P 1660 0 R /Pg 23 0 R >> endobj 1660 0 obj << /S /P /Type /StructElem /K [1659 0 R] /P 1661 0 R >> endobj 1661 0 obj << /S /Textbox /Type /StructElem /K [1660 0 R] /P 1564 0 R >> endobj 1564 0 obj << /S /Slide /Type /StructElem /K [1563 0 R 1567 0 R 1570 0 R 1661 0 R] /P 3 0 R >> endobj 1667 0 obj << /S /Span /Type /StructElem /K [0] /P 1668 0 R /Pg 24 0 R >> endobj 1669 0 obj << /S /Span /Type /StructElem /ActualText (Discussion ) /K [1] /P 1670 0 R /Pg 24 0 R >> endobj 1670 0 obj << /S /H1 /Type /StructElem /K [1669 0 R] /P 1671 0 R >> endobj 1671 0 obj << /S /Textbox /Type /StructElem /K [1670 0 R] /P 1668 0 R >> endobj 1672 0 obj << /S /Span /Type /StructElem /ActualText (QR equations ) /K [2] /P 1673 0 R /Pg 24 0 R >> endobj 1673 0 obj << /S /P /Type /StructElem /K [1672 0 R] /P 1674 0 R >> endobj 1674 0 obj << /S /Textbox /Type /StructElem /K [1673 0 R] /P 1668 0 R >> endobj 1675 0 obj << /S /Span /Type /StructElem /ActualText (We define the conditional quantile regression model as:) /K [3] /P 1676 0 R /Pg 24 0 R >> endobj 1676 0 obj << /S /P /Type /StructElem /K [1675 0 R] /P 1677 0 R >> endobj 1678 0 obj << /S /Span /Type /StructElem /K [4] /P 1679 0 R /Pg 24 0 R >> endobj 1680 0 obj << /S /Span /Type /StructElem /ActualText (= ) /K [5] /P 1679 0 R /Pg 24 0 R >> endobj 1681 0 obj << /S /Span /Type /StructElem /K [6] /P 1679 0 R /Pg 24 0 R >> endobj 1682 0 obj << /S /Span /Type /StructElem /K [7] /P 1679 0 R /Pg 24 0 R >> endobj 1683 0 obj << /S /Span /Type /StructElem /K [8] /P 1679 0 R /Pg 24 0 R >> endobj 1684 0 obj << /S /Span /Type /StructElem /ActualText (* ) /K [9] /P 1679 0 R /Pg 24 0 R >> endobj 1685 0 obj << /S /Span /Type /StructElem /K [10] /P 1679 0 R /Pg 24 0 R >> endobj 1686 0 obj << /S /Span /Type /StructElem /K [11] /P 1679 0 R /Pg 24 0 R >> endobj 1687 0 obj << /S /Span /Type /StructElem /ActualText (+ ) /K [12] /P 1679 0 R /Pg 24 0 R >> endobj 1688 0 obj << /S /Span /Type /StructElem /K [13] /P 1679 0 R /Pg 24 0 R >> endobj 1689 0 obj << /S /Span /Type /StructElem /K [14] /P 1679 0 R /Pg 24 0 R >> endobj 1690 0 obj << /S /Span /Type /StructElem /K [15] /P 1679 0 R /Pg 24 0 R >> endobj 1679 0 obj << /S /P /Type /StructElem /K [1678 0 R 1680 0 R 1681 0 R 1682 0 R 1683 0 R 1684 0 R 1685 0 R 1686 0 R 1687 0 R 1688 0 R 1689 0 R 1690 0 R] /P 1677 0 R >> endobj 1691 0 obj << /S /Span /Type /StructElem /K [16] /P 1692 0 R /Pg 24 0 R >> endobj 1693 0 obj << /S /Span /Type /StructElem /K [17] /P 1692 0 R /Pg 24 0 R >> endobj 1694 0 obj << /S /Span /Type /StructElem /ActualText <28> /K [18] /P 1692 0 R /Pg 24 0 R >> endobj 1695 0 obj << /S /Span /Type /StructElem /K [19] /P 1692 0 R /Pg 24 0 R >> endobj 1696 0 obj << /S /Span /Type /StructElem /ActualText /K [20] /P 1692 0 R /Pg 24 0 R >> endobj 1697 0 obj << /S /Span /Type /StructElem /K [21] /P 1692 0 R /Pg 24 0 R >> endobj 1698 0 obj << /S /Span /Type /StructElem /ActualText /K [22] /P 1692 0 R /Pg 24 0 R >> endobj 1699 0 obj << /S /Span /Type /StructElem /ActualText (inf) /K [23] /P 1692 0 R /Pg 24 0 R >> endobj 1700 0 obj << /S /Span /Type /StructElem /ActualText ({y : ) /K [24] /P 1692 0 R /Pg 24 0 R >> endobj 1701 0 obj << /S /Span /Type /StructElem /K [25] /P 1692 0 R /Pg 24 0 R >> endobj 1702 0 obj << /S /Span /Type /StructElem /K [26] /P 1692 0 R /Pg 24 0 R >> endobj 1703 0 obj << /S /Span /Type /StructElem /K [27] /P 1692 0 R /Pg 24 0 R >> endobj 1704 0 obj << /S /Span /Type /StructElem /K [28] /P 1692 0 R /Pg 24 0 R >> endobj 1705 0 obj << /S /Span /Type /StructElem /K [29] /P 1692 0 R /Pg 24 0 R >> endobj 1706 0 obj << /S /Span /Type /StructElem /K [30] /P 1692 0 R /Pg 24 0 R >> endobj 1707 0 obj << /S /Span /Type /StructElem /ActualText /K [31] /P 1692 0 R /Pg 24 0 R >> endobj 1708 0 obj << /S /Span /Type /StructElem /K [32] /P 1692 0 R /Pg 24 0 R >> endobj 1709 0 obj << /S /Span /Type /StructElem /K [33] /P 1692 0 R /Pg 24 0 R >> endobj 1710 0 obj << /S /Span /Type /StructElem /K [34] /P 1692 0 R /Pg 24 0 R >> endobj 1711 0 obj << /S /Span /Type /StructElem /ActualText (*) /K [35] /P 1692 0 R /Pg 24 0 R >> endobj 1712 0 obj << /S /Span /Type /StructElem /K [36] /P 1692 0 R /Pg 24 0 R >> endobj 1713 0 obj << /S /Span /Type /StructElem /K [37] /P 1692 0 R /Pg 24 0 R >> endobj 1714 0 obj << /S /Span /Type /StructElem /ActualText (,) /K [38] /P 1692 0 R /Pg 24 0 R >> endobj 1692 0 obj << /S /P /Type /StructElem /K [1691 0 R 1693 0 R 1694 0 R 1695 0 R 1696 0 R 1697 0 R 1698 0 R 1699 0 R 1700 0 R 1701 0 R 1702 0 R 1703 0 R 1704 0 R 1705 0 R 1706 0 R 1707 0 R 1708 0 R 1709 0 R 1710 0 R 1711 0 R 1712 0 R 1713 0 R 1714 0 R] /P 1677 0 R >> endobj 1715 0 obj << /S /Span /Type /StructElem /K [39] /P 1716 0 R /Pg 24 0 R >> endobj 1717 0 obj << /S /Span /Type /StructElem /K [40] /P 1716 0 R /Pg 24 0 R >> endobj 1718 0 obj << /S /Span /Type /StructElem /ActualText <28> /K [41] /P 1716 0 R /Pg 24 0 R >> endobj 1719 0 obj << /S /Span /Type /StructElem /K [42] /P 1716 0 R /Pg 24 0 R >> endobj 1720 0 obj << /S /Span /Type /StructElem /K [43] /P 1716 0 R /Pg 24 0 R >> endobj 1721 0 obj << /S /Span /Type /StructElem /K [44] /P 1716 0 R /Pg 24 0 R >> endobj 1722 0 obj << /S /Span /Type /StructElem /ActualText /K [45] /P 1716 0 R /Pg 24 0 R >> endobj 1723 0 obj << /S /Span /Type /StructElem /K [46] /P 1716 0 R /Pg 24 0 R >> endobj 1724 0 obj << /S /Span /Type /StructElem /ActualText (\) = 0) /K [47] /P 1716 0 R /Pg 24 0 R >> endobj 1716 0 obj << /S /P /Type /StructElem /K [1715 0 R 1717 0 R 1718 0 R 1719 0 R 1720 0 R 1721 0 R 1722 0 R 1723 0 R 1724 0 R] /P 1677 0 R >> endobj 1725 0 obj << /S /Span /Type /StructElem /ActualText (\(1\)) /K [48] /P 1726 0 R /Pg 24 0 R >> endobj 1726 0 obj << /S /P /Type /StructElem /K [1725 0 R] /P 1677 0 R >> endobj 1727 0 obj << /S /Span /Type /StructElem /ActualText (Where ) /K [49] /P 1728 0 R /Pg 24 0 R >> endobj 1729 0 obj << /S /Span /Type /StructElem /K [50] /P 1728 0 R /Pg 24 0 R >> endobj 1730 0 obj << /S /Span /Type /StructElem /ActualText <28> /K [51] /P 1728 0 R /Pg 24 0 R >> endobj 1731 0 obj << /S /Span /Type /StructElem /K [52] /P 1728 0 R /Pg 24 0 R >> endobj 1732 0 obj << /S /Span /Type /StructElem /ActualText /K [53] /P 1728 0 R /Pg 24 0 R >> endobj 1733 0 obj << /S /Span /Type /StructElem /K [54] /P 1728 0 R /Pg 24 0 R >> endobj 1734 0 obj << /S /Span /Type /StructElem /ActualText (\) gives the ) /K [55] /P 1728 0 R /Pg 24 0 R >> endobj 1735 0 obj << /S /Span /Type /StructElem /ActualText /K [56] /P 1728 0 R /Pg 24 0 R >> endobj 1736 0 obj << /S /Span /Type /StructElem /ActualText (conditional quantile of ) /K [57] /P 1728 0 R /Pg 24 0 R >> endobj 1737 0 obj << /S /Span /Type /StructElem /K [58] /P 1728 0 R /Pg 24 0 R >> endobj 1738 0 obj << /S /Span /Type /StructElem /ActualText (on ) /K [59] /P 1728 0 R /Pg 24 0 R >> endobj 1739 0 obj << /S /Span /Type /StructElem /K [60] /P 1728 0 R /Pg 24 0 R >> endobj 1740 0 obj << /S /Span /Type /StructElem /ActualText (. ) /K [61] /P 1728 0 R /Pg 24 0 R >> endobj 1741 0 obj << /S /Span /Type /StructElem /K [62] /P 1728 0 R /Pg 24 0 R >> endobj 1742 0 obj << /S /Span /Type /StructElem /K [63] /P 1728 0 R /Pg 24 0 R >> endobj 1743 0 obj << /S /Span /Type /StructElem /ActualText (is the unknown vector of parameters to be ) /K [64] /P 1728 0 R /Pg 24 0 R >> endobj 1744 0 obj << /S /Span /Type /StructElem /ActualText /K [65] /P 1728 0 R /Pg 24 0 R >> endobj 1745 0 obj << /S /Span /Type /StructElem /K [66] /P 1728 0 R /Pg 24 0 R >> endobj 1746 0 obj << /S /Span /Type /StructElem /K [67] /P 1728 0 R /Pg 24 0 R >> endobj 1747 0 obj << /S /Span /Type /StructElem /K [68] /P 1728 0 R /Pg 24 0 R >> endobj 1748 0 obj << /S /Span /Type /StructElem /ActualText (is the error term, a continuously differentiable ) /K [69] /P 1728 0 R /Pg 24 0 R >> endobj 1749 0 obj << /S /Span /Type /StructElem /ActualText (c.d.f) /K [70] /P 1728 0 R /Pg 24 0 R >> endobj 1750 0 obj << /S /Span /Type /StructElem /ActualText (. \(cumulative density ) /K [71] /P 1728 0 R /Pg 24 0 R >> endobj 1751 0 obj << /S /Span /Type /StructElem /ActualText (function\) of ) /K [72] /P 1728 0 R /Pg 24 0 R >> endobj 1752 0 obj << /S /Span /Type /StructElem /K [73] /P 1728 0 R /Pg 24 0 R >> endobj 1753 0 obj << /S /Span /Type /StructElem /K [74] /P 1728 0 R /Pg 24 0 R >> endobj 1754 0 obj << /S /Span /Type /StructElem /ActualText (\(.|x\) and a density function ) /K [75] /P 1728 0 R /Pg 24 0 R >> endobj 1755 0 obj << /S /Span /Type /StructElem /K [76] /P 1728 0 R /Pg 24 0 R >> endobj 1756 0 obj << /S /Span /Type /StructElem /K [77] /P 1728 0 R /Pg 24 0 R >> endobj 1757 0 obj << /S /Span /Type /StructElem /ActualText (\(.|x\). The value ) /K [78] /P 1728 0 R /Pg 24 0 R >> endobj 1758 0 obj << /S /Span /Type /StructElem /K [79] /P 1728 0 R /Pg 24 0 R >> endobj 1759 0 obj << /S /Span /Type /StructElem /K [80] /P 1728 0 R /Pg 24 0 R >> endobj 1760 0 obj << /S /Span /Type /StructElem /ActualText (\(.|x\) indicates the conditional distribution of the y ) /K [81] /P 1728 0 R /Pg 24 0 R >> endobj 1761 0 obj << /S /Span /Type /StructElem /ActualText (conditional on x. ) /K [82] /P 1728 0 R /Pg 24 0 R >> endobj 1728 0 obj << /S /P /Type /StructElem /K [1727 0 R 1729 0 R 1730 0 R 1731 0 R 1732 0 R 1733 0 R 1734 0 R 1735 0 R 1736 0 R 1737 0 R 1738 0 R 1739 0 R 1740 0 R 1741 0 R 1742 0 R 1743 0 R 1744 0 R 1745 0 R 1746 0 R 1747 0 R 1748 0 R 1749 0 R 1750 0 R 1751 0 R 1752 0 R 1753 0 R 1754 0 R 1755 0 R 1756 0 R 1757 0 R 1758 0 R 1759 0 R 1760 0 R 1761 0 R] /P 1677 0 R >> endobj 1762 0 obj << /S /Span /Type /StructElem /ActualText (Then we use the following equation to obtain the estimator for ) /K [83] /P 1763 0 R /Pg 24 0 R >> endobj 1764 0 obj << /S /Span /Type /StructElem /K [84] /P 1763 0 R /Pg 24 0 R >> endobj 1765 0 obj << /S /Span /Type /StructElem /K [85] /P 1763 0 R /Pg 24 0 R >> endobj 1766 0 obj << /S /Span /Type /StructElem /ActualText (: ) /K [86] /P 1763 0 R /Pg 24 0 R >> endobj 1763 0 obj << /S /P /Type /StructElem /K [1762 0 R 1764 0 R 1765 0 R 1766 0 R] /P 1677 0 R >> endobj 1767 0 obj << /S /Span /Type /StructElem /K [87] /P 1768 0 R /Pg 24 0 R >> endobj 1769 0 obj << /S /Span /Type /StructElem /ActualText /K [88] /P 1768 0 R /Pg 24 0 R >> endobj 1770 0 obj << /S /Span /Type /StructElem /K [89] /P 1768 0 R /Pg 24 0 R >> endobj 1771 0 obj << /S /Span /Type /StructElem /ActualText /K [90] /P 1768 0 R /Pg 24 0 R >> endobj 1772 0 obj << /S /Span /Type /StructElem /K [91] /P 1768 0 R /Pg 24 0 R >> endobj 1768 0 obj << /S /P /Type /StructElem /K [1767 0 R 1769 0 R 1770 0 R 1771 0 R 1772 0 R] /P 1677 0 R >> endobj 1773 0 obj << /S /Span /Type /StructElem /ActualText /K [92] /P 1774 0 R /Pg 24 0 R >> endobj 1775 0 obj << /S /Span /Type /StructElem /K [93] /P 1774 0 R /Pg 24 0 R >> endobj 1776 0 obj << /S /Span /Type /StructElem /ActualText /K [94] /P 1774 0 R /Pg 24 0 R >> endobj 1777 0 obj << /S /Span /Type /StructElem /K [95] /P 1774 0 R /Pg 24 0 R >> endobj 1774 0 obj << /S /P /Type /StructElem /K [1773 0 R 1775 0 R 1776 0 R 1777 0 R] /P 1677 0 R >> endobj 1778 0 obj << /S /Span /Type /StructElem /ActualText (\(2\)) /K [96] /P 1779 0 R /Pg 24 0 R >> endobj 1779 0 obj << /S /P /Type /StructElem /K [1778 0 R] /P 1677 0 R >> endobj 1677 0 obj << /S /Textbox /Type /StructElem /K [1676 0 R 1679 0 R 1692 0 R 1716 0 R 1726 0 R 1728 0 R 1763 0 R 1768 0 R 1774 0 R 1779 0 R] /P 1668 0 R >> endobj 1668 0 obj << /S /Slide /Type /StructElem /K [1667 0 R 1671 0 R 1674 0 R 1677 0 R] /P 3 0 R >> endobj 57 0 obj << /Nums [0 52 0 R 1 [59 0 R 60 0 R 61 0 R 64 0 R 65 0 R 66 0 R 67 0 R 68 0 R 69 0 R 72 0 R 74 0 R 76 0 R 78 0 R 79 0 R 80 0 R 81 0 R 82 0 R 83 0 R 84 0 R 86 0 R 88 0 R] 2 [96 0 R 98 0 R 99 0 R 102 0 R 105 0 R 106 0 R 111 0 R 112 0 R 113 0 R 114 0 R 115 0 R 116 0 R 117 0 R 120 0 R 121 0 R 122 0 R 123 0 R 124 0 R 125 0 R 126 0 R 127 0 R 128 0 R 129 0 R 132 0 R 133 0 R 134 0 R 135 0 R 136 0 R 137 0 R] 3 [139 0 R 141 0 R 142 0 R 145 0 R 148 0 R 149 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 167 0 R 168 0 R 169 0 R 170 0 R 171 0 R 172 0 R 173 0 R 177 0 R 178 0 R 179 0 R] 4 [181 0 R 183 0 R 184 0 R 187 0 R 190 0 R 191 0 R 192 0 R 193 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 215 0 R 216 0 R 217 0 R 218 0 R 219 0 R 220 0 R 224 0 R 225 0 R 226 0 R 227 0 R] 5 [245 0 R 247 0 R 248 0 R 251 0 R 252 0 R 255 0 R 257 0 R 258 0 R 259 0 R 260 0 R 263 0 R 264 0 R 265 0 R 266 0 R 267 0 R 268 0 R 269 0 R] 6 [272 0 R 274 0 R 275 0 R 278 0 R 281 0 R 282 0 R 286 0 R 287 0 R 290 0 R 291 0 R 292 0 R 295 0 R 296 0 R 297 0 R 300 0 R 302 0 R 303 0 R 304 0 R 305 0 R 306 0 R 307 0 R 308 0 R 309 0 R 310 0 R 313 0 R 317 0 R 318 0 R 321 0 R 322 0 R 325 0 R 330 0 R 334 0 R 338 0 R 342 0 R 347 0 R 348 0 R 352 0 R 356 0 R 360 0 R 365 0 R 369 0 R 373 0 R 377 0 R 382 0 R 386 0 R 390 0 R 394 0 R 399 0 R 403 0 R 407 0 R 411 0 R 416 0 R 417 0 R 418 0 R 422 0 R 426 0 R 430 0 R 435 0 R 439 0 R 443 0 R 447 0 R 452 0 R 456 0 R 460 0 R 464 0 R 469 0 R 473 0 R 477 0 R 481 0 R 486 0 R 490 0 R 494 0 R 498 0 R 503 0 R 507 0 R 511 0 R] 7 [548 0 R 550 0 R 551 0 R 552 0 R 553 0 R 556 0 R 557 0 R 560 0 R 561 0 R 562 0 R 563 0 R 564 0 R 565 0 R 566 0 R 567 0 R 568 0 R 569 0 R 570 0 R 571 0 R 572 0 R 573 0 R 574 0 R 575 0 R 576 0 R 577 0 R 578 0 R 579 0 R 580 0 R 581 0 R 582 0 R 583 0 R 584 0 R 585 0 R 586 0 R 587 0 R 588 0 R 589 0 R 590 0 R 591 0 R 594 0 R 596 0 R 597 0 R 598 0 R 599 0 R 600 0 R 601 0 R 602 0 R 603 0 R 604 0 R 605 0 R 606 0 R 607 0 R 608 0 R 609 0 R 610 0 R 611 0 R 612 0 R 613 0 R 614 0 R 615 0 R 616 0 R 617 0 R 618 0 R 619 0 R 620 0 R 621 0 R 622 0 R 623 0 R 624 0 R 625 0 R 626 0 R 627 0 R 628 0 R 629 0 R 630 0 R] 8 [634 0 R 636 0 R 637 0 R 640 0 R 643 0 R 646 0 R 651 0 R 655 0 R 659 0 R 664 0 R 665 0 R 670 0 R 674 0 R 675 0 R 679 0 R 680 0 R 681 0 R 682 0 R 683 0 R 684 0 R 685 0 R 686 0 R 687 0 R 688 0 R 693 0 R 694 0 R 699 0 R 703 0 R 704 0 R 708 0 R 709 0 R 710 0 R 711 0 R 712 0 R 713 0 R 714 0 R 715 0 R 716 0 R 717 0 R 718 0 R 719 0 R 724 0 R 725 0 R 730 0 R 734 0 R 735 0 R 739 0 R 740 0 R 741 0 R 742 0 R 743 0 R 748 0 R 752 0 R 753 0 R 757 0 R 758 0 R 759 0 R 760 0 R 761 0 R 762 0 R 763 0 R 764 0 R 769 0 R 773 0 R 777 0 R 778 0 R 779 0 R 780 0 R 781 0 R 782 0 R 783 0 R 784 0 R 789 0 R 793 0 R 797 0 R 798 0 R 799 0 R 800 0 R 801 0 R 802 0 R 803 0 R 808 0 R 812 0 R 813 0 R 817 0 R 818 0 R 819 0 R 820 0 R 825 0 R 829 0 R 833 0 R 834 0 R 835 0 R 840 0 R 844 0 R 845 0 R 846 0 R 847 0 R 848 0 R 849 0 R 853 0 R 854 0 R 855 0 R 856 0 R 857 0 R 858 0 R 859 0 R 860 0 R 861 0 R 862 0 R 863 0 R 864 0 R 865 0 R 866 0 R 867 0 R] 9 [871 0 R 873 0 R 874 0 R 877 0 R] 10 [889 0 R 891 0 R 892 0 R 895 0 R 896 0 R 897 0 R 898 0 R 901 0 R 906 0 R 910 0 R 915 0 R 919 0 R 923 0 R 927 0 R 932 0 R 933 0 R 934 0 R 935 0 R 936 0 R 937 0 R 941 0 R 943 0 R 947 0 R 948 0 R 950 0 R 954 0 R 955 0 R 957 0 R 961 0 R 963 0 R 966 0 R 971 0 R 976 0 R 977 0 R 978 0 R 982 0 R 986 0 R 991 0 R 992 0 R 996 0 R 998 0 R 1002 0 R 1004 0 R 1008 0 R 1010 0 R 1011 0 R 1014 0 R 1015 0 R 1016 0 R 1019 0 R 1022 0 R 1027 0 R 1032 0 R 1033 0 R 1034 0 R 1038 0 R 1042 0 R 1047 0 R 1048 0 R 1052 0 R 1054 0 R 1058 0 R 1060 0 R 1064 0 R 1066 0 R 1069 0 R 1070 0 R] 11 [1074 0 R 1076 0 R 1077 0 R 1080 0 R 1081 0 R 1084 0 R 1089 0 R 1090 0 R 1091 0 R 1092 0 R 1093 0 R 1094 0 R 1095 0 R 1096 0 R 1097 0 R 1098 0 R 1099 0 R 1100 0 R 1101 0 R 1102 0 R 1103 0 R 1104 0 R 1105 0 R 1106 0 R 1107 0 R 1108 0 R 1109 0 R 1110 0 R 1111 0 R 1112 0 R 1113 0 R 1114 0 R 1115 0 R 1116 0 R 1119 0 R 1120 0 R 1121 0 R 1122 0 R 1123 0 R 1124 0 R 1125 0 R 1126 0 R 1127 0 R 1128 0 R 1129 0 R 1130 0 R 1131 0 R 1132 0 R 1133 0 R] 12 [1136 0 R 1138 0 R 1139 0 R 1142 0 R 1143 0 R 1146 0 R] 13 [1148 0 R 1150 0 R 1151 0 R 1154 0 R 1155 0 R 1158 0 R 1161 0 R 1162 0 R 1163 0 R 1166 0 R 1171 0 R 1176 0 R 1180 0 R 1181 0 R 1182 0 R 1183 0 R 1187 0 R 1191 0 R 1192 0 R 1193 0 R 1194 0 R 1199 0 R 1203 0 R 1207 0 R 1211 0 R 1216 0 R 1217 0 R 1221 0 R 1222 0 R 1227 0 R 1231 0 R 1232 0 R 1236 0 R 1240 0 R 1241 0 R 1246 0 R 1247 0 R 1251 0 R 1252 0 R 1257 0 R 1261 0 R 1262 0 R 1266 0 R 1270 0 R 1271 0 R 1276 0 R 1277 0 R 1281 0 R 1282 0 R 1287 0 R 1291 0 R 1295 0 R 1299 0 R 1304 0 R 1305 0 R 1309 0 R 1310 0 R 1315 0 R 1317 0 R 1318 0 R 1319 0 R 1321 0 R 1322 0 R] 14 [1324 0 R 1326 0 R 1327 0 R 1330 0 R 1331 0 R 1334 0 R 1337 0 R 1340 0 R 1345 0 R 1349 0 R 1351 0 R 1352 0 R 1353 0 R 1354 0 R 1359 0 R 1363 0 R 1365 0 R 1366 0 R 1371 0 R 1375 0 R 1376 0 R 1378 0 R 1379 0 R 1384 0 R 1388 0 R 1389 0 R 1391 0 R 1396 0 R 1400 0 R 1402 0 R 1403 0 R 1408 0 R 1410 0 R 1411 0 R 1412 0 R 1414 0 R 1415 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