Data based on: - all players from 1999-2002 - parsed from the A.S.S. program at http://www.astrosdaily.net/ass - excluding all bunts, IBB - excluding all appearances against a batter (e.g., Wade Boggs as a pitcher) - minimum 800 PA (after exclusions) Leveraged Index (LI) is the estimated swing impact that each game state (inning,score,base,out) presents, - given average conditions and participants for that PA and all future PAs, - such that an LI of 1.0 represents an average or random situation. Leverage situations 0: <= 0.345 LI 1: <= 0.659 LI 2: <= 0.971 LI 3: <= 1.453 LI 4: > 1.453 LI Each leverage situation has roughly 20% of all PAs (after PA exclusions, but prior to batter exclusions). ======================================================================================= PAn : number of Plate Appearances in Leverage situation n lwts0: lwts-based OBA in Leverage situation n (0.72 BB + 0.75 HBP + 0.90 1B + 0.92 RBOE + 1.24 2B + 1.56 3B + 1.95 HR) / PA oba0 : modified OBA in Leverage situation n (H + BB + HBP + RBOE) / PA ======================================================================================= Copyright Tangotiger, 2004. When using this file, reference the author as Tangotiger, with a link to the URL of this file. Author can be contacted at tmasc@yahoo.com. ======================================================================================= batterid PA0 PA1 PA2 PA3 PA4 lwts0 lwts1 lwts2 lwts3 lwts4 oba0 oba1 oba2 oba3 oba4 burke001 399 424 370 387 420 0.389 0.371 0.441 0.402 0.476 0.381 0.354 0.405 0.388 0.457 winnr001 271 356 410 305 322 0.310 0.346 0.337 0.306 0.420 0.343 0.365 0.337 0.325 0.413 walkl001 355 529 278 495 358 0.419 0.472 0.421 0.439 0.508 0.403 0.450 0.406 0.434 0.480 tejam001 595 607 490 530 514 0.346 0.320 0.361 0.370 0.405 0.329 0.318 0.339 0.370 0.375 giamj001 518 656 401 611 493 0.461 0.420 0.429 0.462 0.493 0.467 0.422 0.401 0.465 0.483 cases001 395 463 423 478 488 0.374 0.355 0.358 0.370 0.416 0.377 0.356 0.352 0.366 0.422 sexsr001 475 379 503 526 554 0.342 0.357 0.369 0.380 0.412 0.324 0.343 0.346 0.354 0.372 wellv001 173 194 159 162 157 0.284 0.331 0.334 0.306 0.413 0.277 0.309 0.321 0.309 0.389 perrh001 333 313 238 307 306 0.360 0.314 0.309 0.360 0.405 0.354 0.297 0.311 0.365 0.395 chave001 504 415 408 435 432 0.354 0.357 0.366 0.344 0.409 0.325 0.335 0.341 0.324 0.396 paquc001 276 232 228 228 255 0.328 0.298 0.276 0.291 0.377 0.297 0.272 0.281 0.272 0.365 shint001 157 174 161 163 176 0.283 0.343 0.336 0.235 0.391 0.261 0.339 0.342 0.258 0.392 relad001 296 310 251 278 312 0.289 0.321 0.316 0.333 0.377 0.318 0.348 0.331 0.356 0.394 gonza001 427 465 315 422 399 0.324 0.291 0.284 0.335 0.362 0.323 0.295 0.283 0.336 0.351 lee-d002 392 400 387 435 465 0.337 0.375 0.354 0.355 0.400 0.337 0.375 0.341 0.349 0.387 boona001 379 386 378 404 408 0.384 0.311 0.290 0.384 0.392 0.375 0.298 0.286 0.376 0.385 greer001 304 385 302 363 255 0.371 0.367 0.388 0.369 0.429 0.382 0.387 0.377 0.383 0.451 gonzl001 495 676 390 651 520 0.441 0.403 0.391 0.408 0.448 0.414 0.382 0.377 0.404 0.438 bagwj001 500 660 396 694 565 0.441 0.403 0.413 0.438 0.458 0.430 0.406 0.396 0.435 0.441 hills002 251 219 217 252 223 0.282 0.364 0.368 0.301 0.387 0.287 0.347 0.359 0.290 0.372 lee-c001 530 474 454 440 412 0.352 0.349 0.335 0.358 0.389 0.347 0.314 0.328 0.352 0.369 andeb001 344 285 622 329 314 0.333 0.376 0.345 0.308 0.387 0.352 0.396 0.355 0.325 0.424 loftk001 475 380 798 374 354 0.338 0.307 0.374 0.336 0.389 0.364 0.326 0.382 0.356 0.401 mclem001 451 477 467 376 360 0.315 0.329 0.339 0.331 0.373 0.353 0.367 0.362 0.351 0.419 lee-t002 368 381 429 416 527 0.345 0.322 0.323 0.292 0.353 0.348 0.325 0.326 0.313 0.370 bellj001 338 520 281 434 323 0.363 0.337 0.389 0.350 0.392 0.370 0.337 0.377 0.348 0.387 aurir001 464 627 378 508 479 0.365 0.374 0.301 0.335 0.378 0.356 0.359 0.296 0.317 0.367 roles001 370 436 469 554 508 0.353 0.423 0.366 0.379 0.407 0.332 0.411 0.352 0.370 0.392 durae001 192 123 193 167 219 0.366 0.405 0.378 0.399 0.420 0.370 0.382 0.373 0.407 0.406 knobc001 389 328 718 351 320 0.374 0.336 0.302 0.352 0.370 0.388 0.363 0.319 0.368 0.413 damoj001 507 519 828 469 484 0.353 0.364 0.339 0.380 0.383 0.343 0.364 0.353 0.399 0.393 clart002 306 273 358 365 315 0.314 0.343 0.354 0.370 0.381 0.310 0.333 0.349 0.351 0.378 hernj001 445 417 400 468 486 0.358 0.304 0.288 0.357 0.357 0.333 0.300 0.278 0.359 0.360 nevip001 324 350 488 450 487 0.368 0.406 0.410 0.347 0.406 0.358 0.380 0.395 0.336 0.382 hernr002 388 343 258 314 296 0.290 0.301 0.294 0.331 0.342 0.307 0.309 0.291 0.341 0.345 maynb001 335 290 248 285 315 0.352 0.320 0.359 0.251 0.356 0.376 0.345 0.391 0.274 0.371 klesr001 375 546 356 543 464 0.382 0.396 0.393 0.401 0.416 0.387 0.377 0.374 0.394 0.403 willm003 346 263 386 371 369 0.353 0.378 0.327 0.350 0.378 0.344 0.361 0.306 0.321 0.344 martt002 525 418 536 467 535 0.300 0.353 0.374 0.336 0.364 0.307 0.342 0.349 0.310 0.361 longt002 447 359 461 317 362 0.320 0.272 0.348 0.340 0.352 0.320 0.273 0.341 0.334 0.351 goodt001 301 273 450 275 243 0.271 0.338 0.290 0.317 0.340 0.289 0.366 0.320 0.331 0.358 ramim002 436 337 511 506 463 0.468 0.432 0.435 0.475 0.468 0.431 0.401 0.431 0.433 0.443 wilsj002 161 271 185 241 150 0.228 0.321 0.242 0.267 0.326 0.248 0.339 0.243 0.282 0.347 aberb001 129 190 160 186 173 0.259 0.297 0.292 0.288 0.338 0.287 0.311 0.300 0.301 0.358 redmm001 178 198 175 191 202 0.278 0.303 0.311 0.369 0.357 0.315 0.333 0.331 0.393 0.386 muelb001 385 460 272 365 319 0.352 0.340 0.336 0.312 0.364 0.366 0.361 0.364 0.340 0.392 mattg002 197 222 206 229 231 0.354 0.283 0.335 0.276 0.349 0.371 0.293 0.345 0.288 0.364 coraa001 219 225 216 237 258 0.308 0.279 0.300 0.286 0.333 0.329 0.280 0.301 0.304 0.345 boonb002 451 533 454 564 543 0.323 0.363 0.354 0.362 0.372 0.328 0.343 0.344 0.344 0.355 fletd001 324 291 282 276 302 0.307 0.320 0.322 0.347 0.354 0.302 0.299 0.298 0.348 0.341 lawtm002 390 549 441 485 395 0.370 0.336 0.336 0.373 0.376 0.377 0.355 0.363 0.396 0.397 bellr002 356 394 441 363 365 0.340 0.322 0.349 0.292 0.354 0.337 0.330 0.351 0.317 0.389 marre001 270 207 175 229 230 0.263 0.305 0.327 0.299 0.335 0.252 0.300 0.320 0.293 0.313 guilc001 301 277 265 270 283 0.292 0.335 0.292 0.328 0.344 0.302 0.350 0.317 0.330 0.353 counc001 281 271 334 255 244 0.280 0.260 0.355 0.353 0.348 0.306 0.288 0.386 0.388 0.377 jimed001 142 149 228 171 159 0.277 0.357 0.310 0.328 0.361 0.303 0.389 0.329 0.357 0.384 tatif001 294 268 359 321 383 0.374 0.389 0.372 0.341 0.389 0.374 0.362 0.373 0.352 0.389 mcgrf001 412 400 577 508 527 0.393 0.355 0.383 0.405 0.401 0.369 0.365 0.371 0.392 0.395 riosa001 249 179 192 173 226 0.363 0.374 0.282 0.330 0.371 0.357 0.341 0.292 0.347 0.363 ramia001 262 260 354 341 339 0.346 0.325 0.306 0.326 0.350 0.324 0.315 0.297 0.299 0.336 hatts001 251 312 179 255 254 0.355 0.342 0.325 0.372 0.375 0.371 0.362 0.335 0.400 0.394 spies001 374 348 279 354 330 0.305 0.325 0.361 0.380 0.364 0.299 0.328 0.358 0.362 0.379 koskc001 382 395 445 467 463 0.358 0.359 0.414 0.340 0.384 0.369 0.354 0.427 0.347 0.389 quinm001 232 215 219 247 251 0.367 0.375 0.353 0.310 0.374 0.332 0.363 0.329 0.304 0.347 mondr002 458 483 426 541 476 0.340 0.323 0.378 0.349 0.364 0.321 0.319 0.347 0.329 0.355 giraj001 248 236 186 247 218 0.308 0.273 0.283 0.290 0.325 0.306 0.284 0.290 0.312 0.353 vidrj001 373 638 395 549 442 0.396 0.381 0.369 0.382 0.396 0.383 0.381 0.362 0.370 0.391 ortid001 264 221 287 263 271 0.312 0.354 0.384 0.337 0.369 0.299 0.344 0.383 0.327 0.358 everc001 344 384 355 416 446 0.395 0.359 0.355 0.395 0.390 0.375 0.365 0.338 0.363 0.368 staim001 373 334 413 323 439 0.351 0.376 0.353 0.350 0.373 0.346 0.347 0.341 0.353 0.367 posaj001 456 392 417 442 478 0.378 0.336 0.349 0.411 0.383 0.388 0.344 0.348 0.414 0.370 daubb001 406 370 353 416 389 0.380 0.365 0.332 0.354 0.375 0.362 0.341 0.337 0.332 0.347 cabro001 385 431 443 462 434 0.336 0.304 0.294 0.314 0.331 0.322 0.288 0.302 0.320 0.325 vaugg001 298 444 375 463 453 0.348 0.375 0.277 0.413 0.372 0.339 0.367 0.304 0.376 0.353 suzui001 255 220 517 205 232 0.383 0.379 0.344 0.375 0.384 0.392 0.395 0.354 0.385 0.409 higgb001 393 587 328 525 408 0.361 0.355 0.341 0.370 0.373 0.359 0.366 0.326 0.379 0.377 olerj001 553 477 524 582 576 0.391 0.378 0.384 0.396 0.397 0.401 0.394 0.406 0.414 0.420 palmr001 542 496 559 526 551 0.392 0.406 0.423 0.415 0.417 0.387 0.375 0.377 0.390 0.408 larkb001 271 415 429 388 367 0.359 0.349 0.339 0.336 0.361 0.376 0.359 0.340 0.363 0.381 alfoe001 408 616 395 557 470 0.409 0.375 0.361 0.387 0.393 0.412 0.373 0.370 0.388 0.415 johnr006 174 201 116 182 189 0.299 0.317 0.312 0.346 0.347 0.333 0.338 0.336 0.357 0.370 ibanr001 238 216 250 236 291 0.354 0.350 0.335 0.377 0.369 0.349 0.347 0.308 0.360 0.344 sancr001 382 454 337 449 411 0.305 0.296 0.322 0.272 0.316 0.317 0.317 0.350 0.294 0.338 halts001 284 239 244 206 254 0.328 0.281 0.328 0.369 0.346 0.327 0.285 0.320 0.369 0.346 shefg001 390 621 375 577 483 0.407 0.412 0.455 0.432 0.430 0.395 0.414 0.456 0.418 0.424 garcn001 359 411 387 424 366 0.481 0.396 0.398 0.396 0.422 0.448 0.370 0.370 0.392 0.418 buhnj001 186 137 155 164 181 0.403 0.332 0.408 0.357 0.390 0.387 0.350 0.406 0.348 0.409 grieb001 489 454 484 476 519 0.359 0.375 0.345 0.361 0.369 0.370 0.355 0.341 0.384 0.378 cordm001 366 306 294 348 345 0.366 0.374 0.336 0.317 0.361 0.355 0.373 0.337 0.313 0.359 glaut001 496 482 528 582 582 0.423 0.387 0.341 0.372 0.387 0.399 0.367 0.343 0.359 0.375 jordb001 403 356 543 463 527 0.380 0.276 0.364 0.372 0.362 0.370 0.272 0.346 0.365 0.351 lopej001 329 312 290 353 361 0.359 0.340 0.376 0.318 0.359 0.334 0.349 0.355 0.312 0.352 gutir001 313 435 306 400 385 0.345 0.342 0.298 0.333 0.344 0.358 0.370 0.314 0.353 0.379 cruzj004 475 474 430 446 406 0.368 0.320 0.357 0.355 0.359 0.343 0.304 0.330 0.334 0.365 johnc002 354 306 333 382 359 0.368 0.397 0.297 0.342 0.360 0.356 0.386 0.300 0.340 0.334 bellj002 262 202 280 326 247 0.337 0.381 0.400 0.394 0.387 0.332 0.342 0.382 0.405 0.364 edmoj001 411 446 327 461 386 0.424 0.419 0.411 0.402 0.417 0.418 0.413 0.394 0.410 0.394 lockk001 213 200 178 198 221 0.289 0.301 0.260 0.293 0.311 0.310 0.325 0.275 0.303 0.326 kentj001 470 526 551 553 541 0.422 0.402 0.379 0.418 0.407 0.402 0.373 0.372 0.409 0.399 cordw001 252 217 222 246 296 0.392 0.347 0.343 0.306 0.357 0.397 0.318 0.333 0.317 0.361 kendj001 361 495 519 487 416 0.347 0.403 0.352 0.349 0.370 0.374 0.420 0.382 0.372 0.387 millk005 298 319 341 342 392 0.401 0.358 0.374 0.391 0.384 0.393 0.339 0.355 0.392 0.388 stink001 183 174 159 194 181 0.334 0.291 0.347 0.318 0.339 0.317 0.287 0.333 0.320 0.337 alomr001 470 666 445 617 509 0.361 0.387 0.363 0.400 0.384 0.370 0.389 0.371 0.405 0.399 guerv001 408 514 519 647 514 0.418 0.402 0.445 0.422 0.422 0.360 0.362 0.401 0.397 0.393 abreb001 409 698 412 658 516 0.436 0.390 0.418 0.428 0.416 0.425 0.393 0.425 0.410 0.438 randj002 501 490 510 523 573 0.324 0.376 0.348 0.336 0.352 0.333 0.376 0.343 0.344 0.353 younk001 399 381 463 491 503 0.341 0.299 0.373 0.363 0.352 0.333 0.299 0.376 0.352 0.342 cruzd001 446 441 371 448 443 0.332 0.320 0.282 0.304 0.320 0.332 0.304 0.278 0.299 0.318 willb002 535 507 485 557 515 0.396 0.431 0.389 0.420 0.409 0.402 0.422 0.394 0.409 0.414 lampt001 213 155 158 169 197 0.296 0.318 0.346 0.332 0.336 0.277 0.329 0.348 0.337 0.320 pierj002 307 239 522 237 236 0.353 0.289 0.342 0.320 0.340 0.375 0.318 0.374 0.338 0.377 segud001 333 292 314 298 326 0.396 0.386 0.382 0.346 0.380 0.411 0.370 0.366 0.366 0.390 stews002 484 451 836 455 422 0.372 0.375 0.386 0.352 0.375 0.378 0.388 0.385 0.354 0.396 galaa001 225 214 303 267 304 0.342 0.323 0.411 0.347 0.363 0.338 0.327 0.376 0.348 0.352 velar001 334 492 299 385 288 0.362 0.352 0.369 0.358 0.362 0.374 0.364 0.375 0.377 0.396 vizcj001 301 253 245 252 259 0.260 0.345 0.286 0.315 0.313 0.282 0.360 0.302 0.341 0.344 gonza002 307 449 268 377 323 0.330 0.291 0.276 0.290 0.307 0.313 0.287 0.280 0.292 0.300 ceder001 369 350 549 344 347 0.381 0.297 0.353 0.321 0.345 0.401 0.314 0.373 0.343 0.380 bainh001 173 130 218 165 204 0.398 0.380 0.280 0.375 0.355 0.393 0.346 0.289 0.376 0.358 rival001 220 198 203 211 195 0.318 0.289 0.330 0.305 0.323 0.332 0.298 0.330 0.318 0.333 mathm001 358 264 264 294 230 0.296 0.264 0.271 0.272 0.291 0.299 0.292 0.295 0.279 0.300 oneip001 336 453 261 428 381 0.360 0.312 0.397 0.344 0.350 0.372 0.316 0.383 0.327 0.352 branr001 243 202 188 214 206 0.343 0.303 0.310 0.401 0.346 0.333 0.292 0.282 0.346 0.325 floyc001 285 467 283 516 411 0.454 0.387 0.422 0.371 0.396 0.418 0.377 0.392 0.359 0.377 erstd001 433 620 644 529 510 0.363 0.350 0.341 0.304 0.341 0.376 0.353 0.345 0.316 0.339 saeno001 242 189 206 180 239 0.338 0.301 0.417 0.401 0.363 0.326 0.302 0.413 0.400 0.368 marte001 454 451 431 445 449 0.409 0.411 0.437 0.445 0.419 0.385 0.428 0.439 0.474 0.412 davir002 198 178 154 159 167 0.321 0.316 0.312 0.347 0.332 0.318 0.281 0.305 0.340 0.299 frymt001 415 327 355 337 378 0.330 0.337 0.333 0.357 0.341 0.340 0.352 0.338 0.356 0.341 hollt001 309 239 305 223 273 0.318 0.368 0.374 0.394 0.360 0.311 0.364 0.354 0.390 0.344 guzmc001 438 562 439 475 412 0.312 0.334 0.283 0.284 0.310 0.308 0.329 0.276 0.303 0.308 bautd001 210 218 175 195 198 0.327 0.376 0.334 0.353 0.350 0.314 0.349 0.326 0.364 0.343 hammj001 285 328 273 300 316 0.346 0.392 0.344 0.382 0.365 0.344 0.384 0.352 0.380 0.354 yound001 270 371 363 390 388 0.325 0.353 0.380 0.400 0.365 0.300 0.340 0.361 0.387 0.358 blumg001 311 303 255 276 304 0.337 0.357 0.328 0.296 0.333 0.325 0.363 0.333 0.297 0.339 burrp001 258 290 381 381 448 0.355 0.360 0.396 0.378 0.371 0.349 0.355 0.378 0.370 0.355 jonec004 458 639 397 657 503 0.472 0.450 0.404 0.408 0.425 0.456 0.446 0.385 0.399 0.408 fox-a001 227 253 197 245 252 0.307 0.304 0.319 0.308 0.315 0.322 0.328 0.315 0.339 0.345 miend001 286 338 251 362 320 0.363 0.334 0.394 0.302 0.343 0.374 0.355 0.398 0.315 0.378 vizqo001 513 764 448 569 440 0.292 0.332 0.370 0.353 0.336 0.320 0.360 0.395 0.371 0.355 berkl001 361 379 378 357 402 0.424 0.393 0.435 0.447 0.414 0.396 0.388 0.410 0.426 0.410 houst001 239 237 208 239 280 0.329 0.371 0.290 0.315 0.330 0.314 0.346 0.284 0.305 0.311 brogr001 210 183 250 206 243 0.360 0.355 0.310 0.263 0.324 0.348 0.344 0.312 0.272 0.317 hendr001 288 291 587 299 265 0.369 0.352 0.344 0.366 0.352 0.389 0.402 0.375 0.408 0.400 snowj001 468 407 416 369 449 0.349 0.341 0.360 0.357 0.350 0.359 0.337 0.377 0.377 0.372 moram001 174 234 202 186 179 0.335 0.274 0.266 0.319 0.304 0.356 0.295 0.292 0.355 0.335 agbab001 235 208 270 259 259 0.401 0.336 0.365 0.345 0.357 0.383 0.337 0.378 0.344 0.386 oleat001 393 303 388 381 435 0.308 0.352 0.363 0.330 0.336 0.300 0.347 0.351 0.328 0.333 belld002 540 460 457 463 394 0.337 0.299 0.339 0.344 0.329 0.335 0.307 0.335 0.337 0.332 martd002 234 353 206 284 282 0.319 0.323 0.307 0.358 0.328 0.359 0.337 0.320 0.373 0.358 camem001 543 505 503 472 521 0.354 0.379 0.343 0.366 0.356 0.372 0.372 0.328 0.362 0.361 rente001 474 543 461 492 471 0.339 0.325 0.302 0.386 0.336 0.352 0.331 0.295 0.409 0.346 guerw001 198 183 198 187 190 0.344 0.295 0.297 0.274 0.308 0.364 0.301 0.313 0.294 0.326 ordom001 559 493 544 563 490 0.420 0.408 0.367 0.408 0.393 0.385 0.391 0.336 0.403 0.378 vandj001 279 256 294 313 361 0.357 0.394 0.351 0.400 0.367 0.355 0.391 0.361 0.399 0.371 thomf001 409 514 284 413 349 0.440 0.371 0.355 0.448 0.394 0.428 0.374 0.356 0.446 0.395 grudm001 379 576 406 557 438 0.322 0.325 0.324 0.347 0.328 0.335 0.326 0.330 0.363 0.345 leder001 247 242 292 237 297 0.327 0.282 0.339 0.345 0.323 0.332 0.306 0.346 0.342 0.310 pujoa001 271 231 288 279 263 0.401 0.446 0.419 0.446 0.408 0.387 0.398 0.406 0.423 0.388 sandr002 360 415 343 437 426 0.403 0.355 0.359 0.348 0.358 0.369 0.337 0.338 0.350 0.333 owene001 326 454 377 416 398 0.339 0.337 0.315 0.293 0.318 0.353 0.344 0.340 0.308 0.339 cairm001 261 256 288 251 256 0.302 0.302 0.308 0.337 0.311 0.326 0.316 0.326 0.367 0.328 feblc001 347 331 333 305 327 0.311 0.315 0.287 0.346 0.313 0.320 0.329 0.306 0.367 0.336 jeted001 558 754 468 563 477 0.384 0.384 0.407 0.432 0.390 0.409 0.401 0.404 0.433 0.409 konep001 561 424 530 434 472 0.398 0.379 0.348 0.387 0.369 0.380 0.366 0.336 0.364 0.371 womat001 475 409 786 413 425 0.301 0.317 0.310 0.325 0.309 0.312 0.330 0.331 0.337 0.325 spivj001 165 204 114 191 142 0.385 0.408 0.388 0.350 0.363 0.382 0.397 0.395 0.377 0.394 zeilt001 486 438 503 474 556 0.351 0.340 0.335 0.401 0.350 0.368 0.345 0.332 0.399 0.358 furcr001 266 300 491 261 274 0.336 0.333 0.299 0.377 0.324 0.365 0.353 0.308 0.406 0.350 river002 282 267 265 296 315 0.309 0.312 0.357 0.296 0.314 0.316 0.288 0.358 0.291 0.308 spens001 298 202 213 218 207 0.334 0.322 0.290 0.384 0.325 0.336 0.317 0.286 0.385 0.324 mearp001 180 173 166 189 185 0.290 0.284 0.252 0.381 0.303 0.289 0.301 0.271 0.376 0.303 piazm001 308 437 449 498 511 0.427 0.446 0.410 0.374 0.397 0.393 0.398 0.367 0.353 0.370 stevl001 435 376 417 412 449 0.335 0.359 0.329 0.354 0.336 0.320 0.343 0.317 0.328 0.343 bergd002 205 263 247 244 270 0.317 0.324 0.304 0.338 0.316 0.317 0.350 0.320 0.344 0.344 reesp001 348 435 545 423 394 0.334 0.323 0.292 0.301 0.304 0.339 0.329 0.301 0.319 0.299 younm003 234 214 219 209 187 0.324 0.305 0.288 0.340 0.307 0.316 0.313 0.288 0.330 0.326 bushh001 299 271 216 274 219 0.313 0.280 0.338 0.319 0.304 0.321 0.295 0.366 0.347 0.320 bondb001 397 597 313 509 368 0.466 0.491 0.510 0.543 0.476 0.431 0.451 0.476 0.513 0.448 wilse001 258 168 148 200 214 0.304 0.307 0.228 0.281 0.284 0.322 0.315 0.236 0.285 0.285 lewid001 237 226 208 235 206 0.346 0.247 0.287 0.287 0.289 0.380 0.270 0.322 0.302 0.311 durhr001 514 519 813 470 432 0.329 0.407 0.359 0.374 0.354 0.340 0.416 0.358 0.383 0.359 rodrh001 151 174 188 198 228 0.413 0.320 0.375 0.394 0.355 0.364 0.316 0.356 0.394 0.333 johnm003 279 231 160 191 149 0.276 0.341 0.273 0.289 0.289 0.287 0.377 0.281 0.319 0.322 biggc001 435 550 702 450 432 0.374 0.376 0.359 0.367 0.355 0.386 0.389 0.363 0.389 0.377 lansm001 208 278 151 235 209 0.299 0.319 0.362 0.292 0.305 0.288 0.309 0.351 0.294 0.335 piera001 213 206 153 197 220 0.324 0.310 0.340 0.402 0.329 0.324 0.296 0.320 0.396 0.341 simor001 192 178 238 183 213 0.291 0.301 0.384 0.425 0.335 0.302 0.287 0.357 0.426 0.324 polap001 357 420 306 362 346 0.307 0.379 0.319 0.318 0.322 0.317 0.381 0.340 0.340 0.338 delgc001 536 455 606 569 493 0.448 0.389 0.396 0.469 0.408 0.427 0.380 0.378 0.455 0.394 jonej003 386 344 564 369 370 0.320 0.319 0.380 0.390 0.341 0.282 0.323 0.356 0.398 0.332 rollj001 190 314 396 287 288 0.324 0.331 0.308 0.339 0.313 0.342 0.328 0.308 0.341 0.313 richc001 168 188 204 202 183 0.329 0.327 0.387 0.334 0.327 0.310 0.314 0.373 0.317 0.328 mordm001 209 154 149 186 183 0.255 0.362 0.346 0.334 0.307 0.263 0.351 0.342 0.344 0.339 beltc001 449 597 437 547 501 0.396 0.342 0.338 0.378 0.349 0.365 0.343 0.334 0.382 0.333 lorem001 328 446 346 381 316 0.332 0.307 0.343 0.372 0.324 0.351 0.323 0.373 0.394 0.351 valej002 166 193 127 186 179 0.348 0.296 0.338 0.312 0.308 0.361 0.316 0.346 0.323 0.302 diaze002 372 308 279 274 297 0.312 0.317 0.290 0.315 0.299 0.317 0.331 0.305 0.325 0.320 molib001 284 282 249 300 315 0.284 0.324 0.281 0.315 0.295 0.292 0.323 0.297 0.317 0.305 dunna001 177 210 168 209 183 0.408 0.421 0.414 0.329 0.361 0.395 0.419 0.411 0.340 0.372 grifk002 330 493 248 477 392 0.399 0.389 0.369 0.418 0.376 0.355 0.375 0.351 0.398 0.360 valej003 409 476 361 392 339 0.342 0.319 0.354 0.403 0.336 0.311 0.307 0.330 0.393 0.327 uribj002 191 183 153 216 156 0.309 0.282 0.262 0.366 0.296 0.298 0.301 0.255 0.338 0.301 conij001 357 374 400 448 432 0.365 0.317 0.384 0.354 0.340 0.364 0.324 0.375 0.344 0.354 javis001 229 246 224 221 234 0.344 0.354 0.325 0.338 0.323 0.367 0.374 0.348 0.353 0.355 jordk001 192 157 151 161 200 0.291 0.307 0.311 0.313 0.295 0.307 0.312 0.318 0.311 0.325 hamid001 169 138 218 153 158 0.344 0.387 0.357 0.327 0.327 0.379 0.399 0.376 0.359 0.361 barrm003 301 349 297 377 358 0.293 0.375 0.273 0.309 0.303 0.302 0.367 0.286 0.313 0.302 mcewj001 229 231 290 238 280 0.272 0.351 0.316 0.312 0.300 0.275 0.338 0.310 0.324 0.311 jonea002 503 583 509 562 582 0.354 0.376 0.365 0.414 0.362 0.334 0.345 0.354 0.397 0.366 karre001 393 386 513 483 580 0.353 0.369 0.315 0.364 0.335 0.346 0.350 0.308 0.342 0.338 encaj001 476 508 367 476 399 0.309 0.333 0.342 0.359 0.319 0.307 0.321 0.308 0.340 0.323 grism001 363 419 474 426 450 0.307 0.297 0.321 0.356 0.308 0.303 0.298 0.297 0.326 0.313 spieb001 169 164 178 161 178 0.309 0.368 0.376 0.349 0.325 0.337 0.390 0.388 0.385 0.365 sosas001 443 682 411 616 563 0.487 0.425 0.474 0.426 0.423 0.418 0.377 0.438 0.391 0.393 hockd001 285 334 299 270 320 0.322 0.303 0.342 0.300 0.302 0.340 0.317 0.344 0.326 0.328 offej001 411 385 614 367 356 0.334 0.347 0.335 0.379 0.328 0.365 0.369 0.358 0.390 0.360 mcgwm001 227 315 217 292 260 0.487 0.423 0.405 0.469 0.407 0.458 0.400 0.369 0.408 0.373 nixot001 454 506 372 431 425 0.359 0.364 0.349 0.398 0.348 0.346 0.354 0.358 0.392 0.355 dye-j001 482 415 583 524 560 0.417 0.349 0.394 0.359 0.362 0.386 0.340 0.374 0.355 0.354 heltt001 505 503 542 581 521 0.430 0.510 0.435 0.459 0.431 0.418 0.465 0.419 0.437 0.401 kotsm001 321 566 403 451 470 0.330 0.377 0.363 0.324 0.334 0.352 0.375 0.355 0.337 0.332 davib003 241 223 219 268 259 0.306 0.367 0.301 0.287 0.298 0.295 0.381 0.320 0.306 0.317 ochoa001 299 267 288 295 365 0.406 0.326 0.364 0.388 0.349 0.405 0.333 0.351 0.407 0.364 paytj001 273 276 288 269 298 0.396 0.378 0.303 0.330 0.329 0.377 0.370 0.299 0.335 0.332 sierr001 179 137 170 148 246 0.366 0.341 0.365 0.325 0.326 0.335 0.307 0.353 0.318 0.309 kaplg001 376 400 338 373 366 0.343 0.359 0.322 0.381 0.331 0.351 0.358 0.314 0.362 0.350 lodup001 223 271 286 261 286 0.389 0.318 0.302 0.424 0.332 0.377 0.328 0.294 0.414 0.339 jackd003 325 341 407 348 327 0.331 0.286 0.292 0.375 0.302 0.338 0.308 0.310 0.391 0.327 huntb002 297 199 364 188 200 0.310 0.318 0.310 0.290 0.288 0.330 0.327 0.332 0.309 0.330 huntt001 359 391 391 424 416 0.357 0.359 0.311 0.363 0.329 0.343 0.332 0.309 0.340 0.310 hairj002 276 313 308 289 300 0.362 0.332 0.302 0.297 0.304 0.377 0.342 0.321 0.298 0.330 sprae001 207 174 186 173 219 0.324 0.383 0.381 0.350 0.329 0.319 0.356 0.392 0.347 0.320 aloms001 269 213 167 195 217 0.359 0.294 0.278 0.355 0.303 0.342 0.291 0.275 0.364 0.304 grees001 470 613 481 623 564 0.417 0.402 0.428 0.385 0.383 0.377 0.367 0.397 0.372 0.379 cox-s001 233 305 238 302 314 0.355 0.317 0.391 0.319 0.320 0.356 0.318 0.366 0.325 0.350 vaugm001 293 425 285 446 389 0.373 0.331 0.409 0.388 0.348 0.362 0.322 0.386 0.377 0.337 gantr001 338 383 305 350 357 0.367 0.358 0.369 0.355 0.337 0.361 0.355 0.361 0.349 0.336 bergp001 247 198 366 234 164 0.313 0.279 0.299 0.280 0.270 0.336 0.288 0.328 0.312 0.287 ripkc001 230 217 227 268 263 0.349 0.325 0.307 0.369 0.314 0.326 0.300 0.295 0.358 0.300 blanh001 267 217 209 282 240 0.284 0.295 0.304 0.296 0.276 0.285 0.300 0.301 0.301 0.279 nunea001 202 208 232 181 195 0.314 0.300 0.298 0.257 0.274 0.332 0.332 0.332 0.282 0.308 browa001 138 152 247 159 174 0.330 0.335 0.327 0.332 0.301 0.348 0.336 0.348 0.358 0.339 deshd001 301 374 271 334 322 0.320 0.341 0.362 0.331 0.314 0.346 0.361 0.376 0.347 0.329 gonzj002 393 330 482 393 402 0.381 0.410 0.424 0.371 0.368 0.364 0.367 0.392 0.333 0.353 gileb002 425 615 399 621 515 0.453 0.450 0.470 0.409 0.412 0.421 0.439 0.429 0.414 0.398 wardd002 260 175 226 213 283 0.375 0.340 0.316 0.333 0.316 0.358 0.320 0.301 0.305 0.286 shumt001 247 223 205 207 250 0.418 0.329 0.374 0.351 0.335 0.401 0.332 0.361 0.348 0.348 menef001 210 224 137 186 153 0.361 0.279 0.341 0.407 0.306 0.371 0.304 0.358 0.446 0.327 andem003 309 392 338 390 374 0.320 0.283 0.328 0.330 0.294 0.327 0.291 0.320 0.333 0.307 alicl001 297 292 360 272 281 0.355 0.322 0.335 0.283 0.300 0.370 0.342 0.358 0.301 0.335 drewj001 377 427 331 381 326 0.370 0.372 0.365 0.433 0.352 0.371 0.370 0.375 0.423 0.356 surhb001 340 449 307 440 384 0.362 0.347 0.383 0.346 0.330 0.344 0.354 0.365 0.350 0.331 stanm002 186 163 171 153 167 0.423 0.313 0.422 0.338 0.331 0.446 0.319 0.421 0.359 0.323 castl001 390 380 902 413 380 0.352 0.344 0.348 0.366 0.325 0.397 0.376 0.381 0.419 0.363 lambm001 248 259 218 226 236 0.353 0.346 0.324 0.338 0.309 0.339 0.359 0.344 0.350 0.343 ecksd001 237 216 425 226 262 0.348 0.358 0.349 0.325 0.313 0.363 0.394 0.381 0.354 0.340 kenna001 348 390 318 367 360 0.291 0.331 0.322 0.345 0.299 0.296 0.338 0.318 0.343 0.292 vinaf001 411 321 739 342 295 0.287 0.330 0.350 0.392 0.310 0.321 0.352 0.371 0.421 0.319 rodra001 513 691 352 638 482 0.426 0.426 0.409 0.470 0.402 0.390 0.405 0.381 0.428 0.380 giamj002 295 298 287 266 322 0.406 0.365 0.355 0.375 0.340 0.427 0.389 0.366 0.387 0.351 kreuc001 219 200 185 181 188 0.293 0.347 0.357 0.346 0.297 0.329 0.370 0.378 0.343 0.340 palmd002 312 250 332 287 308 0.356 0.352 0.330 0.413 0.328 0.337 0.320 0.328 0.390 0.315 hundt001 270 253 237 266 322 0.358 0.373 0.282 0.346 0.311 0.333 0.364 0.274 0.327 0.273 ventr001 414 411 481 438 548 0.376 0.328 0.418 0.343 0.341 0.367 0.328 0.403 0.345 0.343 stync001 246 217 253 221 219 0.380 0.327 0.361 0.328 0.311 0.394 0.332 0.344 0.339 0.329 morrw001 235 261 271 259 271 0.324 0.356 0.307 0.340 0.300 0.336 0.375 0.336 0.351 0.317 flahj001 289 252 292 287 345 0.284 0.301 0.330 0.302 0.281 0.294 0.298 0.312 0.310 0.275 bross001 363 288 277 308 285 0.327 0.331 0.346 0.304 0.296 0.344 0.313 0.354 0.292 0.284 whitr001 376 357 368 361 366 0.341 0.388 0.414 0.367 0.342 0.338 0.378 0.383 0.366 0.344 martr003 227 231 151 198 204 0.319 0.306 0.357 0.351 0.293 0.317 0.320 0.364 0.343 0.309 bufod001 176 210 171 198 211 0.336 0.304 0.273 0.375 0.289 0.290 0.324 0.287 0.379 0.313 gracm001 398 428 410 464 483 0.351 0.352 0.387 0.423 0.348 0.367 0.371 0.393 0.438 0.362 liebm001 278 283 341 365 397 0.356 0.381 0.385 0.371 0.340 0.342 0.364 0.384 0.356 0.335 salmt001 405 430 396 501 505 0.370 0.391 0.406 0.390 0.357 0.363 0.400 0.404 0.401 0.362 rodri001 366 425 346 405 375 0.408 0.395 0.455 0.378 0.368 0.361 0.369 0.402 0.348 0.336 thomj002 570 417 509 503 522 0.398 0.430 0.423 0.508 0.402 0.384 0.422 0.405 0.477 0.404 ausmb001 417 503 324 465 370 0.334 0.325 0.308 0.326 0.295 0.341 0.346 0.324 0.348 0.314 taube001 200 163 160 167 187 0.400 0.353 0.340 0.324 0.309 0.385 0.350 0.344 0.335 0.289 gomec001 211 237 212 249 245 0.297 0.295 0.326 0.331 0.280 0.313 0.308 0.321 0.321 0.298 singc001 429 457 350 419 365 0.334 0.336 0.305 0.339 0.299 0.333 0.322 0.297 0.332 0.293 gland001 383 466 757 448 453 0.335 0.325 0.331 0.291 0.294 0.342 0.330 0.336 0.288 0.311 macij001 203 242 231 226 205 0.301 0.301 0.391 0.311 0.285 0.320 0.306 0.398 0.314 0.278 varij001 385 341 323 350 370 0.365 0.392 0.311 0.316 0.313 0.353 0.396 0.316 0.329 0.308 walkt002 382 377 544 420 417 0.375 0.340 0.370 0.338 0.323 0.387 0.332 0.373 0.357 0.324 milld002 285 286 266 322 268 0.391 0.370 0.297 0.328 0.305 0.379 0.360 0.282 0.342 0.299 trubc001 206 156 135 166 168 0.278 0.279 0.281 0.333 0.255 0.282 0.256 0.252 0.307 0.232 hidar001 447 352 420 420 475 0.368 0.374 0.383 0.393 0.344 0.351 0.349 0.350 0.393 0.354 coomr001 305 280 353 340 349 0.318 0.321 0.372 0.304 0.295 0.302 0.311 0.363 0.309 0.309 moram002 308 328 385 306 324 0.341 0.358 0.358 0.282 0.299 0.360 0.357 0.364 0.310 0.306 mabrj001 215 179 144 172 222 0.316 0.346 0.331 0.328 0.286 0.298 0.330 0.306 0.297 0.302 veraq001 163 193 393 240 214 0.321 0.397 0.356 0.360 0.306 0.350 0.425 0.377 0.404 0.346 belld001 192 351 250 310 263 0.353 0.320 0.322 0.336 0.288 0.344 0.336 0.336 0.332 0.319 batit001 508 446 498 519 555 0.415 0.336 0.287 0.357 0.317 0.374 0.314 0.259 0.322 0.294 huffa001 211 199 206 221 210 0.260 0.398 0.369 0.399 0.303 0.265 0.367 0.369 0.367 0.305 camik001 164 160 203 227 218 0.382 0.365 0.400 0.374 0.322 0.372 0.356 0.365 0.388 0.339 marta001 264 272 374 273 243 0.375 0.360 0.363 0.324 0.306 0.352 0.338 0.342 0.319 0.329 dunss001 182 159 166 142 181 0.380 0.293 0.350 0.316 0.284 0.352 0.296 0.319 0.289 0.265 lowem001 385 370 487 471 491 0.356 0.339 0.374 0.346 0.319 0.348 0.322 0.361 0.348 0.318 soria001 308 260 349 250 248 0.376 0.326 0.397 0.325 0.308 0.338 0.304 0.355 0.320 0.286 bakop001 183 178 164 184 183 0.235 0.301 0.309 0.342 0.252 0.246 0.298 0.323 0.370 0.273 nortg001 289 205 207 220 256 0.350 0.375 0.349 0.340 0.302 0.332 0.385 0.348 0.332 0.320 willg001 263 248 405 269 286 0.338 0.303 0.334 0.321 0.282 0.335 0.282 0.321 0.327 0.294 justd001 424 363 399 389 448 0.383 0.432 0.341 0.396 0.344 0.384 0.410 0.341 0.383 0.368 sweem002 442 518 499 561 489 0.415 0.397 0.412 0.435 0.370 0.405 0.392 0.391 0.424 0.380 guilj001 217 200 179 232 236 0.304 0.331 0.346 0.317 0.275 0.309 0.340 0.341 0.315 0.284 finls001 472 396 511 473 529 0.369 0.366 0.366 0.403 0.337 0.345 0.346 0.346 0.383 0.329 fordb001 265 211 219 256 206 0.297 0.356 0.431 0.281 0.280 0.298 0.365 0.402 0.266 0.301 benam001 376 295 574 293 275 0.369 0.321 0.348 0.361 0.299 0.378 0.319 0.347 0.355 0.316 lankr001 303 283 342 342 360 0.402 0.389 0.351 0.376 0.328 0.380 0.371 0.336 0.374 0.356 whitd001 212 180 284 203 244 0.359 0.353 0.402 0.320 0.305 0.358 0.356 0.398 0.325 0.311 clayr001 467 412 352 372 347 0.313 0.365 0.324 0.303 0.283 0.321 0.354 0.315 0.323 0.285 jenkg001 281 378 308 410 377 0.380 0.415 0.387 0.376 0.335 0.345 0.389 0.351 0.356 0.308 fullb001 411 339 405 370 402 0.351 0.388 0.373 0.391 0.323 0.316 0.357 0.348 0.373 0.313 burnj001 446 449 492 511 538 0.342 0.394 0.390 0.357 0.326 0.336 0.372 0.386 0.358 0.316 aloum001 312 236 336 306 420 0.446 0.328 0.442 0.413 0.354 0.420 0.314 0.414 0.412 0.360 andeg001 470 441 592 551 641 0.346 0.359 0.379 0.376 0.325 0.317 0.315 0.351 0.345 0.303 ordor001 338 301 277 395 394 0.293 0.273 0.300 0.288 0.248 0.308 0.286 0.318 0.299 0.274 widgc001 161 133 147 184 183 0.354 0.281 0.356 0.392 0.275 0.323 0.271 0.354 0.386 0.273 fickr001 252 260 234 259 285 0.355 0.327 0.389 0.361 0.293 0.345 0.319 0.372 0.363 0.302 santb001 330 294 329 334 386 0.358 0.331 0.271 0.366 0.280 0.342 0.323 0.271 0.344 0.303 palmo001 252 235 245 251 250 0.335 0.363 0.312 0.357 0.275 0.373 0.400 0.335 0.398 0.316 laruj001 200 212 169 203 213 0.315 0.368 0.333 0.319 0.260 0.295 0.349 0.325 0.325 0.268 bordm001 358 469 355 449 388 0.318 0.321 0.413 0.327 0.285 0.327 0.320 0.411 0.339 0.291 tramb001 332 325 305 297 352 0.355 0.353 0.415 0.371 0.308 0.349 0.348 0.400 0.360 0.318 castv001 441 385 404 447 494 0.340 0.362 0.287 0.321 0.279 0.329 0.312 0.290 0.313 0.279 peren001 496 625 472 566 471 0.298 0.345 0.291 0.311 0.264 0.296 0.346 0.292 0.311 0.265 cataf001 296 253 362 235 253 0.380 0.364 0.423 0.362 0.305 0.389 0.368 0.420 0.366 0.308 youne001 355 432 805 432 423 0.370 0.335 0.351 0.316 0.286 0.392 0.361 0.370 0.338 0.314 cirij001 493 520 429 507 550 0.400 0.375 0.336 0.390 0.322 0.410 0.381 0.352 0.404 0.340 colbg001 180 149 173 140 187 0.379 0.443 0.454 0.466 0.321 0.356 0.416 0.445 0.464 0.332 tuckm001 342 375 301 304 374 0.360 0.324 0.377 0.367 0.290 0.357 0.339 0.349 0.362 0.307 belta001 408 472 455 501 483 0.331 0.358 0.383 0.345 0.294 0.321 0.345 0.376 0.353 0.294 cansj001 240 244 197 278 243 0.373 0.374 0.417 0.436 0.302 0.383 0.357 0.396 0.421 0.309 wilsd001 389 310 262 310 286 0.314 0.288 0.313 0.357 0.242 0.311 0.300 0.309 0.365 0.255 lugoj001 291 283 352 247 233 0.365 0.348 0.334 0.346 0.253 0.368 0.364 0.349 0.348 0.266 wilsp002 371 416 483 519 513 0.357 0.362 0.365 0.396 0.300 0.334 0.351 0.344 0.383 0.288 easld001 405 521 393 463 375 0.365 0.312 0.380 0.337 0.265 0.353 0.332 0.389 0.328 0.293 bichd001 287 297 385 353 381 0.346 0.353 0.436 0.411 0.301 0.324 0.337 0.416 0.391 0.297