Josh Whitaker
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2013 | 24 | AA/A+OAK | 372 | .258/.339/.450 | 12 | 8 | 67 | — | .204/.268/.354 |
| 2014 | 25 | AAA/AA2 orgs | 308 | .295/.347/.488 | 12 | 4 | 87 | — | .250/.290/.397 |
| 2015 | 26 | AAOAK | 387 | .256/.312/.437 | 12 | 7 | 51 | — | .200/.240/.329 |
Career Stats + Projections
Methodology▸ how these numbers are built
All seasons translated to park-neutral MLB-equivalent (MLE) and combined per year. 2027 = full-season projection (no games played yet). 2028+ via Advanced Marcel + aging curve.
| Year | Age | Lvl | Team | MLB% | PA | AB | H | 2B | 3B | HR | BB | SO | HBP | SB | CS | AVG | OBP | SLG | OPS | ISO | BABIP | K% | BB% | wOBA | wRC+ | BAT | RUN | FLD | POS | REP | WAR |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ▸ Career — actual stats, one row per stint (as recorded, no adjustments) | |||||||||||||||||||||||||||||||
| 2010 | 21 | ROK | AZL Athletics | — | 41 | 39 | 13 | 6 | 0 | 0 | 2 | 7 | 0 | 1 | 0 | 333 | 366 | 487 | 853 | 154 | 406 | 17 | 5 | 376 | 57 | — | — | — | — | — | — |
| 2011 | 22 | A | Burlington Bees | — | 448 | 396 | 129 | 34 | 3 | 17 | 44 | 107 | 7 | 10 | 2 | 326 | 403 | 556 | 958 | 230 | 410 | 24 | 10 | 419 | 95 | — | — | — | — | — | — |
| 2012 | 23 | A+ | Stockton Ports | — | 429 | 386 | 100 | 16 | 3 | 20 | 33 | 122 | 6 | 11 | 5 | 259 | 327 | 472 | 799 | 212 | 324 | 28 | 8 | 349 | 71 | — | — | — | — | — | — |
| 2013 | 24 | AA | Midland RockHounds | — | 138 | 125 | 30 | 12 | 1 | 3 | 11 | 35 | 1 | 2 | 0 | 240 | 307 | 424 | 731 | 184 | 307 | 25 | 8 | 321 | 49 | — | — | — | — | — | — |
| 2013 | 24 | A+ | Stockton Ports | — | 234 | 204 | 55 | 13 | 0 | 9 | 22 | 49 | 6 | 6 | 3 | 270 | 358 | 466 | 823 | 196 | 311 | 21 | 9 | 363 | 78 | — | — | — | — | — | — |
| 2014 | 25 | AAA | Sacramento River Cats | — | 93 | 84 | 20 | 5 | 0 | 3 | 6 | 26 | 0 | 1 | 0 | 238 | 289 | 405 | 694 | 167 | 298 | 28 | 6 | 298 | 51 | — | — | — | — | — | — |
| 2014 | 25 | AA | Midland RockHounds | — | 215 | 197 | 63 | 11 | 1 | 9 | 14 | 38 | 2 | 3 | 2 | 320 | 371 | 523 | 894 | 203 | 355 | 18 | 7 | 389 | 102 | — | — | — | — | — | — |
| 2015 | 26 | AA | Midland RockHounds | — | 387 | 355 | 91 | 26 | 1 | 12 | 27 | 85 | 2 | 7 | 3 | 256 | 312 | 437 | 749 | 180 | 305 | 22 | 7 | 329 | 51 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2010 | 21 | ROK MLE | AZL Athletics | — | 41 | 40 | 9 | 4 | 0 | 0 | 1 | 10 | 0 | 1 | 0 | 225 | 244 | 325 | 569 | 100 | 310 | 24 | 2 | 253 | 57 | — | — | — | — | — | — |
| 2011 | 22 | A MLE | Burlington Bees | — | 448 | 414 | 105 | 28 | 3 | 9 | 26 | 153 | 7 | 10 | 2 | 254 | 309 | 401 | 710 | 147 | 378 | 34 | 6 | 308 | 95 | — | — | — | — | — | — |
| 2012 | 23 | A+ MLE | Stockton Ports | — | 429 | 395 | 82 | 12 | 2 | 16 | 24 | 162 | 6 | 11 | 5 | 208 | 264 | 370 | 633 | 162 | 293 | 38 | 6 | 273 | 71 | — | — | — | — | — | — |
| 2013 | 24 | AA MLE | Midland RockHounds | — | 138 | 128 | 23 | 8 | 1 | 3 | 8 | 45 | 1 | 2 | 0 | 180 | 234 | 328 | 562 | 148 | 247 | 33 | 6 | 240 | 49 | — | — | — | — | — | — |
| 2013 | 24 | A+ MLE | Stockton Ports | — | 234 | 211 | 46 | 11 | 0 | 7 | 15 | 63 | 6 | 6 | 3 | 218 | 289 | 370 | 658 | 152 | 264 | 27 | 6 | 283 | 78 | — | — | — | — | — | — |
| 2014 | 25 | AAA MLE | Sacramento River Cats | — | 93 | 85 | 17 | 4 | 0 | 2 | 5 | 34 | 0 | 1 | 0 | 200 | 244 | 318 | 562 | 118 | 277 | 37 | 5 | 244 | 51 | — | — | — | — | — | — |
| 2014 | 25 | AA MLE | Midland RockHounds | — | 215 | 202 | 55 | 9 | 1 | 7 | 9 | 48 | 2 | 3 | 2 | 272 | 310 | 431 | 741 | 158 | 317 | 22 | 4 | 319 | 102 | — | — | — | — | — | — |
| 2015 | 26 | AA MLE | Midland RockHounds | — | 387 | 365 | 73 | 18 | 1 | 9 | 17 | 112 | 2 | 7 | 3 | 200 | 240 | 329 | 568 | 129 | 255 | 29 | 4 | 244 | 51 | — | — | — | — | — | — |
| 2010 | 21 | ROK MLE | AZL Athletics | — | 41 | 40 | 9 | 4 | 0 | 0 | 1 | 10 | 0 | 1 | 0 | 225 | 244 | 325 | 569 | 100 | 300 | 24 | 2 | 253 | 57 | — | — | — | — | — | — |
| 2010 | 21 | ROK RAW | AZL Athletics | — | 41 | 39 | 13 | 6 | 0 | 0 | 2 | 7 | 0 | 1 | 0 | 333 | 366 | 487 | 853 | 154 | 406 | 17 | 5 | 376 | 57 | — | — | — | — | — | — |
| 2011 | 22 | A MLE | Burlington Bees | — | 448 | 414 | 105 | 28 | 3 | 9 | 26 | 153 | 7 | 10 | 2 | 254 | 309 | 401 | 710 | 147 | 379 | 34 | 6 | 308 | 95 | — | — | — | — | — | — |
| 2011 | 22 | A RAW | Burlington Bees | — | 448 | 396 | 129 | 34 | 3 | 17 | 44 | 107 | 7 | 10 | 2 | 326 | 403 | 556 | 958 | 230 | 410 | 24 | 10 | 419 | 95 | — | — | — | — | — | — |
| 2012 | 23 | A+ MLE | Stockton Ports | — | 429 | 395 | 82 | 12 | 2 | 16 | 24 | 162 | 6 | 11 | 5 | 208 | 264 | 370 | 633 | 162 | 300 | 38 | 6 | 273 | 71 | — | — | — | — | — | — |
| 2012 | 23 | A+ RAW | Stockton Ports | — | 429 | 386 | 100 | 16 | 3 | 20 | 33 | 122 | 6 | 11 | 5 | 259 | 327 | 472 | 799 | 212 | 324 | 28 | 8 | 349 | 71 | — | — | — | — | — | — |
| 2013 | 24 | A+ MLE | 2 teams | — | 372 | 339 | 69 | 19 | 1 | 10 | 23 | 108 | 7 | 8 | 3 | 204 | 268 | 354 | 622 | 150 | 263 | 29 | 6 | 267 | 67 | — | — | — | — | — | — |
| 2013 | 24 | A+ RAW | 2 teams | — | 372 | 329 | 85 | 25 | 1 | 12 | 33 | 84 | 7 | 8 | 3 | 258 | 339 | 450 | 789 | 191 | 309 | 23 | 9 | 348 | 67 | — | — | — | — | — | — |
| 2014 | 25 | AA MLE | 2 teams | — | 308 | 287 | 72 | 13 | 1 | 9 | 14 | 82 | 2 | 4 | 2 | 251 | 290 | 397 | 688 | 146 | 315 | 27 | 5 | 296 | 87 | — | — | — | — | — | — |
| 2014 | 25 | AA RAW | 2 teams | — | 308 | 281 | 83 | 16 | 1 | 12 | 20 | 64 | 2 | 4 | 2 | 295 | 347 | 488 | 834 | 192 | 340 | 21 | 6 | 362 | 87 | — | — | — | — | — | — |
| 2015 | 26 | AA MLE | Midland RockHounds | — | 387 | 365 | 73 | 18 | 1 | 9 | 17 | 112 | 2 | 7 | 3 | 200 | 240 | 329 | 568 | 129 | 261 | 29 | 4 | 244 | 51 | — | — | — | — | — | — |
| 2015 | 26 | AA RAW | Midland RockHounds | — | 387 | 355 | 91 | 26 | 1 | 12 | 27 | 85 | 2 | 7 | 3 | 256 | 312 | 437 | 749 | 180 | 305 | 22 | 7 | 329 | 51 | — | — | — | — | — | — |
| 2010 | 21 | ROK MLE | AZL Athletics | — | 41 | 40 | 9 | 4 | 0 | 0 | 1 | 10 | 0 | 1 | 0 | 225 | 244 | 325 | 569 | 100 | 310 | 24 | 2 | 253 | 57 | — | — | — | — | — | — |
| 2011 | 22 | A MLE | Burlington Bees | — | 448 | 412 | 105 | 28 | 3 | 9 | 26 | 153 | 7 | 10 | 2 | 255 | 309 | 403 | 712 | 148 | 378 | 34 | 6 | 308 | 95 | — | — | — | — | — | — |
| 2012 | 23 | A+ MLE | Stockton Ports | — | 429 | 396 | 82 | 12 | 2 | 16 | 24 | 162 | 6 | 11 | 5 | 207 | 264 | 369 | 632 | 162 | 293 | 38 | 6 | 273 | 71 | — | — | — | — | — | — |
| 2013 | 24 | A+ MLE | 2 teams | — | 372 | 339 | 69 | 19 | 1 | 10 | 23 | 108 | 7 | 8 | 3 | 204 | 268 | 354 | 622 | 150 | 258 | 29 | 6 | 267 | 67 | — | — | — | — | — | — |
| 2014 | 25 | AA MLE | 2 teams | — | 308 | 289 | 72 | 13 | 1 | 9 | 14 | 82 | 2 | 4 | 2 | 249 | 290 | 394 | 685 | 145 | 305 | 27 | 5 | 296 | 87 | — | — | — | — | — | — |
| 2015 | 26 | AA MLE | Midland RockHounds | — | 387 | 365 | 73 | 18 | 1 | 9 | 17 | 112 | 2 | 7 | 3 | 200 | 240 | 329 | 568 | 129 | 255 | 29 | 4 | 244 | 51 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 1985 | 1840 | 410 | 94 | 8 | 53 | 105 | 627 | 24 | 41 | 15 | 223 | 274 | 369 | 643 | 146 | 305 | 32 | 5 | 277 | 74 | -62 | +2 | +0 | -21 | +43 | -3.9 | |
| / 162G | — | MLE | — | 650 | 603 | 135 | 31 | 3 | 17 | 34 | 205 | 8 | 13 | 5 | 224 | 274 | 370 | 644 | 146 | 306 | 32 | 5 | 277 | 74 | -20 | +1 | +0 | -7 | +14 | -1.3 | |
How the minor-league lines were translated
One row per minor-league stint. Open a row to see each step: the raw rate, the park adjustment, the league/level factor, the age adjustment (hitters) and the resulting MLE rate. Factors are the same ones listed on the MLE Factors page.
2015 AAMidland RockHounds · 387 PAwOBA .321 → .244 (−77)K% 22.0% → 28.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.96% | ÷0.928 | ×1.220 | — | — | 28.89% |
| BB% (unintentional) /PA | 6.98% | ÷1.106 | ×0.700 | — | ×0.988 | 4.36% |
| HBP% /PA | 0.52% | — | ×0.870 | — | ×0.988 | 0.44% |
| Singles /BIP | 19.26% | ÷0.990 | ×0.920 | ×0.985 | ×0.988 | 17.42% |
| Doubles /BIP | 9.63% | ÷1.125 | ×0.840 | ×0.985 | ×0.988 | 7.00% |
| Triples /BIP | 0.37% | ÷1.150 | ×0.940 | ×0.985 | ×0.988 | 0.29% |
| Home runs /BIP | 4.44% | ÷0.982 | ×0.800 | — | ×0.988 | 3.58% |
Factors used: league row TL. Park (home-season share, regressed): HR 96, 1B 98, 2B 125, 3B 130, K 86, BB 121 — applied at half strength. Age: age 26 vs a level average of 24.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.985.
Result: wOBA .321 → .244; ISO .180 → .132; BABIP .305 → .255. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2014 AAMidland RockHounds · 215 PAwOBA .382 → .319 (−63)K% 17.7% → 22.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.67% | ÷0.957 | ×1.220 | — | — | 22.53% |
| BB% (unintentional) /PA | 6.51% | ÷1.078 | ×0.700 | — | ×0.998 | 4.22% |
| HBP% /PA | 0.93% | — | ×0.870 | — | ×0.998 | 0.81% |
| Singles /BIP | 26.42% | ÷0.982 | ×0.920 | ×0.993 | ×0.998 | 24.53% |
| Doubles /BIP | 6.92% | ÷1.049 | ×0.840 | ×0.993 | ×0.998 | 5.49% |
| Triples /BIP | 0.63% | ÷1.012 | ×0.940 | ×0.993 | ×0.998 | 0.58% |
| Home runs /BIP | 5.66% | ÷0.961 | ×0.800 | — | ×0.998 | 4.70% |
Factors used: league row TL. Park (home-season share, regressed): HR 92, 1B 96, 2B 110, 3B 102, K 91, BB 116 — applied at half strength. Age: age 25 vs a level average of 24.8 → −0.2% on BB/HBP/hit rates (0.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.993.
Result: wOBA .382 → .319; ISO .203 → .164; BABIP .355 → .317. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2014 AAASacramento River Cats · 93 PAwOBA .296 → .244 (−52)K% 28.0% → 36.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.96% | ÷0.998 | ×1.290 | — | — | 36.15% |
| BB% (unintentional) /PA | 6.45% | ÷0.953 | ×0.710 | — | ×1.033 | 4.97% |
| HBP% /PA | 0.00% | — | ×0.980 | — | ×1.033 | 0.00% |
| Singles /BIP | 20.69% | ÷0.975 | ×0.900 | ×1.004 | ×1.033 | 19.82% |
| Doubles /BIP | 8.62% | ÷0.929 | ×0.810 | ×1.004 | ×1.033 | 7.80% |
| Triples /BIP | 0.00% | ÷1.072 | ×0.810 | ×1.004 | ×1.033 | 0.00% |
| Home runs /BIP | 5.17% | ÷1.092 | ×0.780 | — | ×1.033 | 3.82% |
Factors used: league row PCL. Park (home-season share, regressed): HR 118, 1B 95, 2B 86, 3B 114, K 100, BB 91 — applied at half strength. Age: age 25 vs a level average of 27.2 → +3.3% on BB/HBP/hit rates (2.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.004.
Result: wOBA .296 → .244; ISO .167 → .125; BABIP .298 → .277. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2013 A+Stockton Ports · 234 PAwOBA .357 → .283 (−73)K% 20.9% → 26.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.94% | ÷1.042 | ×1.340 | — | — | 26.94% |
| BB% (unintentional) /PA | 9.40% | ÷1.020 | ×0.710 | — | ×0.988 | 6.47% |
| HBP% /PA | 2.56% | — | ×0.790 | — | ×0.988 | 2.00% |
| Singles /BIP | 21.29% | ÷1.022 | ×0.910 | ×0.990 | ×0.988 | 18.53% |
| Doubles /BIP | 8.39% | ÷0.968 | ×0.820 | ×0.990 | ×0.988 | 6.95% |
| Triples /BIP | 0.00% | ÷1.095 | ×0.760 | ×0.990 | ×0.988 | 0.00% |
| Home runs /BIP | 5.81% | ÷1.129 | ×0.920 | — | ×0.988 | 4.68% |
Factors used: league row CAL. Park (home-season share, regressed): HR 126, 1B 104, 2B 94, 3B 119, K 108, BB 104 — applied at half strength. Age: age 24 vs a level average of 22.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.990.
Result: wOBA .357 → .283; ISO .196 → .155; BABIP .311 → .264. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2013 AAMidland RockHounds · 138 PAwOBA .315 → .240 (−75)K% 25.4% → 32.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.36% | ÷0.942 | ×1.220 | — | — | 32.86% |
| BB% (unintentional) /PA | 7.97% | ÷0.978 | ×0.700 | — | ×1.012 | 5.77% |
| HBP% /PA | 0.72% | — | ×0.870 | — | ×1.012 | 0.64% |
| Singles /BIP | 15.56% | ÷1.052 | ×0.920 | ×0.977 | ×1.012 | 13.44% |
| Doubles /BIP | 13.33% | ÷1.124 | ×0.840 | ×0.977 | ×1.012 | 9.84% |
| Triples /BIP | 1.11% | ÷1.150 | ×0.940 | ×0.977 | ×1.012 | 0.90% |
| Home runs /BIP | 3.33% | ÷0.852 | ×0.800 | — | ×1.012 | 3.17% |
Factors used: league row TL. Park (home-season share, regressed): HR 70, 1B 110, 2B 125, 3B 130, K 88, BB 96 — applied at half strength. Age: age 24 vs a level average of 24.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.977.
Result: wOBA .315 → .240; ISO .184 → .142; BABIP .307 → .247. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2012 A+Stockton Ports · 429 PAwOBA .341 → .273 (−68)K% 28.4% → 37.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.44% | ÷1.009 | ×1.340 | — | — | 37.75% |
| BB% (unintentional) /PA | 7.46% | ÷0.942 | ×0.710 | — | ×0.998 | 5.61% |
| HBP% /PA | 1.40% | — | ×0.790 | — | ×0.998 | 1.10% |
| Singles /BIP | 23.11% | ÷0.959 | ×0.910 | ×0.993 | ×0.998 | 21.73% |
| Doubles /BIP | 6.06% | ÷0.951 | ×0.820 | ×0.993 | ×0.998 | 5.18% |
| Triples /BIP | 1.14% | ÷1.023 | ×0.760 | ×0.993 | ×0.998 | 0.84% |
| Home runs /BIP | 7.58% | ÷1.038 | ×0.920 | — | ×0.998 | 6.70% |
Factors used: league row CAL. Park (home-season share, regressed): HR 108, 1B 92, 2B 90, 3B 105, K 102, BB 88 — applied at half strength. Age: age 23 vs a level average of 22.8 → −0.2% on BB/HBP/hit rates (0.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.993.
Result: wOBA .341 → .273; ISO .212 → .166; BABIP .324 → .293. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2011 ABurlington Bees · 448 PAwOBA .407 → .308 (−99)K% 23.9% → 34.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.88% | ÷0.950 | ×1.360 | — | — | 34.19% |
| BB% (unintentional) /PA | 9.38% | ÷1.098 | ×0.690 | — | — | 5.89% |
| HBP% /PA | 1.56% | — | ×0.780 | — | — | 1.22% |
| Singles /BIP | 25.95% | ÷0.964 | ×0.920 | ×1.005 | — | 24.90% |
| Doubles /BIP | 11.76% | ÷0.919 | ×0.830 | ×1.005 | — | 10.67% |
| Triples /BIP | 1.04% | ÷0.900 | ×0.910 | ×1.005 | — | 1.05% |
| Home runs /BIP | 5.88% | ÷1.375 | ×0.800 | — | — | 3.42% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 175, 1B 93, 2B 84, 3B 80, K 90, BB 120 — applied at half strength. Age: age 22 vs a level average of 22.0 → +0.0% on BB/HBP/hit rates (0.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.005.
Result: wOBA .407 → .308; ISO .230 → .153; BABIP .410 → .378. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2010 ROKAZL Athletics · 41 PAwOBA .366 → .253 (−113)K% 17.1% → 24.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.07% | ÷1.000 | ×1.440 | — | — | 24.59% |
| BB% (unintentional) /PA | 4.88% | ÷1.000 | ×0.620 | — | ×0.985 | 2.98% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×0.985 | 0.00% |
| Singles /BIP | 21.88% | ÷1.000 | ×0.820 | — | ×0.985 | 17.67% |
| Doubles /BIP | 18.75% | ÷1.000 | ×0.720 | — | ×0.985 | 13.30% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.720 | — | ×0.985 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.780 | — | ×0.985 | 0.00% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 21 vs a level average of 19.5 → −1.5% on BB/HBP/hit rates (1.5 yr older than average).
Result: wOBA .366 → .253; ISO .154 → .101; BABIP .406 → .310. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).