Dan Black
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2014 | 27 | AAA/AA/INTL2 orgs | 529 | .273/.371/.453 | 17 | 4 | 103 | — | .231/.288/.360 |
| 2015 | 28 | AAACWS | 140 | .324/.460/.568 | 6 | 0 | 135 | — | .285/.367/.455 |
| 2016 | 29 | AAA/INTL2 orgs | 424 | .298/.398/.442 | 12 | 2 | 91 | — | .245/.306/.332 |
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) | |||||||||||||||||||||||||||||||
| 2009 | 22 | A | Kannapolis Intimidators | — | 238 | 196 | 41 | 7 | 2 | 1 | 31 | 49 | 8 | 1 | 1 | 209 | 340 | 281 | 621 | 71 | 268 | 21 | 13 | 294 | 42 | — | — | — | — | — | — |
| 2010 | 23 | ROK | Bristol White Sox | — | 236 | 208 | 60 | 15 | 2 | 6 | 23 | 47 | 3 | 1 | 0 | 288 | 368 | 466 | 834 | 178 | 344 | 20 | 10 | 367 | 55 | — | — | — | — | — | — |
| 2011 | 24 | A | Kannapolis Intimidators | — | 573 | 510 | 146 | 41 | 6 | 18 | 50 | 109 | 7 | 7 | 5 | 286 | 358 | 496 | 854 | 210 | 329 | 19 | 9 | 372 | 84 | — | — | — | — | — | — |
| 2012 | 25 | A+ | Winston-Salem Dash | — | 573 | 500 | 157 | 29 | 2 | 17 | 64 | 92 | 3 | 5 | 2 | 314 | 394 | 482 | 876 | 168 | 354 | 16 | 11 | 386 | 96 | — | — | — | — | — | — |
| 2013 | 26 | AA | Birmingham Barons | — | 551 | 449 | 130 | 28 | 1 | 17 | 91 | 98 | 4 | 7 | 2 | 290 | 414 | 470 | 884 | 180 | 334 | 18 | 17 | 391 | 105 | — | — | — | — | — | — |
| 2013 | 26 | INTL | Aguilas Cibaenas | — | 145 | 122 | 33 | 11 | 0 | 5 | 21 | 31 | 0 | 2 | 0 | 270 | 378 | 484 | 861 | 213 | 318 | 21 | 14 | 376 | 141 | — | — | — | — | — | — |
| 2014 | 27 | AAA | Charlotte Knights | — | 189 | 165 | 44 | 8 | 0 | 6 | 21 | 42 | 0 | 0 | 0 | 267 | 349 | 424 | 774 | 158 | 317 | 22 | 11 | 342 | 78 | — | — | — | — | — | — |
| 2014 | 27 | AA | Birmingham Barons | — | 196 | 169 | 44 | 11 | 0 | 5 | 22 | 34 | 1 | 3 | 1 | 260 | 349 | 414 | 763 | 154 | 293 | 17 | 11 | 336 | 75 | — | — | — | — | — | — |
| 2014 | 27 | INTL | Aguilas Cibaenas | — | 144 | 116 | 35 | 11 | 0 | 6 | 24 | 22 | 2 | 1 | 0 | 302 | 430 | 552 | 981 | 250 | 322 | 15 | 17 | 424 | 173 | — | — | — | — | — | — |
| 2015 | 28 | AAA | Charlotte Knights | — | 140 | 111 | 36 | 5 | 2 | 6 | 27 | 24 | 1 | 0 | 0 | 324 | 460 | 568 | 1.028 | 243 | 366 | 17 | 19 | 447 | 135 | — | — | — | — | — | — |
| 2016 | 29 | AAA | Diablos Rojos del Mexico | — | 339 | 292 | 89 | 13 | 0 | 10 | 45 | 59 | 0 | 2 | 0 | 305 | 398 | 452 | 850 | 147 | 351 | 17 | 13 | 379 | 80 | — | — | — | — | — | — |
| 2016 | 29 | INTL | Toros del Este | — | 85 | 70 | 19 | 3 | 0 | 2 | 15 | 15 | 0 | 0 | 0 | 271 | 400 | 400 | 800 | 129 | 321 | 18 | 18 | 366 | 134 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2009 | 22 | A MLE | Kannapolis Intimidators | — | 238 | 207 | 36 | 6 | 2 | 1 | 20 | 66 | 8 | 1 | 1 | 174 | 272 | 237 | 509 | 63 | 235 | 28 | 8 | 230 | 42 | — | — | — | — | — | — |
| 2010 | 23 | ROK MLE | Bristol White Sox | — | 236 | 217 | 42 | 10 | 1 | 4 | 14 | 67 | 3 | 1 | 0 | 194 | 252 | 304 | 556 | 111 | 254 | 28 | 6 | 249 | 55 | — | — | — | — | — | — |
| 2011 | 24 | A MLE | Kannapolis Intimidators | — | 573 | 532 | 123 | 35 | 5 | 14 | 28 | 140 | 7 | 7 | 5 | 231 | 279 | 395 | 673 | 164 | 280 | 24 | 5 | 293 | 84 | — | — | — | — | — | — |
| 2012 | 25 | A+ MLE | Winston-Salem Dash | — | 573 | 528 | 137 | 24 | 2 | 15 | 37 | 134 | 3 | 5 | 2 | 259 | 312 | 398 | 709 | 138 | 313 | 23 | 6 | 310 | 96 | — | — | — | — | — | — |
| 2013 | 26 | AA MLE | Birmingham Barons | — | 551 | 484 | 123 | 25 | 1 | 14 | 56 | 129 | 4 | 7 | 2 | 254 | 336 | 397 | 733 | 143 | 308 | 23 | 10 | 323 | 105 | — | — | — | — | — | — |
| 2014 | 27 | AAA MLE | Charlotte Knights | — | 189 | 172 | 41 | 7 | 0 | 5 | 14 | 52 | 0 | 0 | 0 | 238 | 296 | 366 | 662 | 128 | 291 | 28 | 7 | 283 | 78 | — | — | — | — | — | — |
| 2014 | 27 | AA MLE | Birmingham Barons | — | 196 | 178 | 40 | 11 | 0 | 4 | 13 | 44 | 1 | 3 | 1 | 225 | 281 | 354 | 635 | 129 | 260 | 22 | 7 | 279 | 75 | — | — | — | — | — | — |
| 2015 | 28 | AAA MLE | Charlotte Knights | — | 140 | 123 | 35 | 5 | 2 | 4 | 15 | 30 | 1 | 0 | 0 | 285 | 367 | 455 | 822 | 171 | 337 | 21 | 11 | 368 | 135 | — | — | — | — | — | — |
| 2016 | 29 | AAA MLE | Diablos Rojos del Mexico | — | 339 | 310 | 76 | 9 | 0 | 6 | 27 | 79 | 0 | 2 | 0 | 245 | 306 | 332 | 638 | 87 | 306 | 23 | 8 | 287 | 80 | — | — | — | — | — | — |
| 2009 | 22 | A MLE | Kannapolis Intimidators | — | 238 | 207 | 36 | 6 | 2 | 1 | 20 | 66 | 8 | 1 | 1 | 174 | 272 | 237 | 509 | 63 | 245 | 28 | 8 | 230 | 42 | — | — | — | — | — | — |
| 2009 | 22 | A RAW | Kannapolis Intimidators | — | 238 | 196 | 41 | 7 | 2 | 1 | 31 | 49 | 8 | 1 | 1 | 209 | 340 | 281 | 621 | 71 | 268 | 21 | 13 | 294 | 42 | — | — | — | — | — | — |
| 2010 | 23 | ROK MLE | Bristol White Sox | — | 236 | 217 | 42 | 10 | 1 | 4 | 14 | 67 | 3 | 1 | 0 | 194 | 252 | 304 | 556 | 111 | 257 | 28 | 6 | 249 | 55 | — | — | — | — | — | — |
| 2010 | 23 | ROK RAW | Bristol White Sox | — | 236 | 208 | 60 | 15 | 2 | 6 | 23 | 47 | 3 | 1 | 0 | 288 | 368 | 466 | 834 | 178 | 344 | 20 | 10 | 367 | 55 | — | — | — | — | — | — |
| 2011 | 24 | A MLE | Kannapolis Intimidators | — | 573 | 532 | 123 | 35 | 5 | 14 | 28 | 140 | 7 | 7 | 5 | 231 | 279 | 395 | 673 | 164 | 284 | 24 | 5 | 293 | 84 | — | — | — | — | — | — |
| 2011 | 24 | A RAW | Kannapolis Intimidators | — | 573 | 510 | 146 | 41 | 6 | 18 | 50 | 109 | 7 | 7 | 5 | 286 | 358 | 496 | 854 | 210 | 329 | 19 | 9 | 372 | 84 | — | — | — | — | — | — |
| 2012 | 25 | A+ MLE | Winston-Salem Dash | — | 573 | 528 | 137 | 24 | 2 | 15 | 37 | 134 | 3 | 5 | 2 | 259 | 312 | 398 | 709 | 138 | 318 | 23 | 6 | 310 | 96 | — | — | — | — | — | — |
| 2012 | 25 | A+ RAW | Winston-Salem Dash | — | 573 | 500 | 157 | 29 | 2 | 17 | 64 | 92 | 3 | 5 | 2 | 314 | 394 | 482 | 876 | 168 | 354 | 16 | 11 | 386 | 96 | — | — | — | — | — | — |
| 2013 | 26 | AA MLE | 2 teams | — | 696 | 613 | 155 | 31 | 1 | 18 | 70 | 163 | 4 | 9 | 2 | 253 | 333 | 395 | 728 | 142 | 313 | 23 | 10 | 323 | 105 | — | — | — | — | — | — |
| 2013 | 26 | AA RAW | 2 teams | — | 696 | 571 | 163 | 39 | 1 | 22 | 112 | 129 | 4 | 9 | 2 | 285 | 406 | 473 | 879 | 187 | 331 | 19 | 16 | 388 | 105 | — | — | — | — | — | — |
| 2014 | 27 | AA MLE | 3 teams | — | 529 | 480 | 110 | 24 | 0 | 12 | 37 | 131 | 3 | 4 | 1 | 229 | 288 | 354 | 643 | 125 | 284 | 25 | 7 | 281 | 76 | — | — | — | — | — | — |
| 2014 | 27 | AA RAW | 3 teams | — | 529 | 450 | 123 | 30 | 0 | 17 | 67 | 98 | 3 | 4 | 1 | 273 | 371 | 453 | 824 | 180 | 309 | 19 | 13 | 362 | 76 | — | — | — | — | — | — |
| 2015 | 28 | AAA MLE | Charlotte Knights | — | 140 | 123 | 35 | 5 | 2 | 4 | 15 | 30 | 1 | 0 | 0 | 285 | 367 | 455 | 822 | 171 | 344 | 21 | 11 | 368 | 135 | — | — | — | — | — | — |
| 2015 | 28 | AAA RAW | Charlotte Knights | — | 140 | 111 | 36 | 5 | 2 | 6 | 27 | 24 | 1 | 0 | 0 | 324 | 460 | 568 | 1.028 | 243 | 366 | 17 | 19 | 447 | 135 | — | — | — | — | — | — |
| 2016 | 29 | AAA MLE | 2 teams | — | 424 | 388 | 95 | 12 | 0 | 7 | 34 | 99 | 0 | 2 | 0 | 245 | 306 | 330 | 636 | 85 | 310 | 23 | 8 | 287 | 80 | — | — | — | — | — | — |
| 2016 | 29 | AAA RAW | 2 teams | — | 424 | 362 | 108 | 16 | 0 | 12 | 60 | 74 | 0 | 2 | 0 | 298 | 398 | 442 | 840 | 144 | 345 | 17 | 14 | 377 | 80 | — | — | — | — | — | — |
| 2009 | 22 | A MLE | Kannapolis Intimidators | — | 238 | 208 | 36 | 6 | 2 | 1 | 20 | 66 | 8 | 1 | 1 | 173 | 272 | 236 | 508 | 62 | 235 | 28 | 8 | 230 | 42 | — | — | — | — | — | — |
| 2010 | 23 | ROK MLE | Bristol White Sox | — | 236 | 217 | 42 | 10 | 1 | 4 | 14 | 67 | 3 | 1 | 0 | 194 | 252 | 304 | 556 | 111 | 254 | 28 | 6 | 249 | 55 | — | — | — | — | — | — |
| 2011 | 24 | A MLE | Kannapolis Intimidators | — | 573 | 533 | 123 | 35 | 5 | 14 | 28 | 140 | 7 | 7 | 5 | 231 | 279 | 394 | 673 | 163 | 280 | 24 | 5 | 293 | 84 | — | — | — | — | — | — |
| 2012 | 25 | A+ MLE | Winston-Salem Dash | — | 573 | 528 | 137 | 24 | 2 | 15 | 37 | 134 | 3 | 5 | 2 | 259 | 312 | 398 | 709 | 138 | 313 | 23 | 6 | 310 | 96 | — | — | — | — | — | — |
| 2013 | 26 | AA MLE | 2 teams | — | 696 | 617 | 155 | 31 | 1 | 18 | 70 | 163 | 4 | 9 | 2 | 251 | 333 | 392 | 726 | 141 | 308 | 23 | 10 | 323 | 105 | — | — | — | — | — | — |
| 2014 | 27 | AA MLE | 3 teams | — | 529 | 484 | 110 | 24 | 0 | 12 | 37 | 131 | 3 | 4 | 1 | 227 | 288 | 351 | 640 | 124 | 275 | 25 | 7 | 281 | 76 | — | — | — | — | — | — |
| 2015 | 28 | AAA MLE | Charlotte Knights | — | 140 | 123 | 35 | 5 | 2 | 4 | 15 | 30 | 1 | 0 | 0 | 285 | 367 | 455 | 822 | 171 | 337 | 21 | 11 | 368 | 135 | — | — | — | — | — | — |
| 2016 | 29 | AAA MLE | 2 teams | — | 424 | 387 | 95 | 12 | 0 | 7 | 34 | 99 | 0 | 2 | 0 | 245 | 306 | 331 | 636 | 85 | 306 | 23 | 8 | 287 | 80 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 3409 | 3088 | 733 | 147 | 13 | 75 | 255 | 830 | 29 | 29 | 11 | 237 | 302 | 366 | 668 | 129 | 297 | 24 | 7 | 295 | 86 | -58 | +1 | +0 | -61 | +74 | -4.4 | |
| / 162G | — | MLE | — | 650 | 589 | 139 | 28 | 2 | 14 | 49 | 158 | 6 | 6 | 2 | 236 | 302 | 362 | 663 | 126 | 296 | 24 | 8 | 295 | 86 | -11 | +0 | +0 | -12 | +14 | -0.8 | |
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.
2016 AAADiablos Rojos del Mexico · 339 PAwOBA .367 → .287 (−80)K% 17.4% → 23.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.40% | ÷0.894 | ×1.200 | — | — | 23.36% |
| BB% (unintentional) /PA | 11.80% | ÷1.001 | ×0.690 | — | ×0.982 | 7.98% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×0.982 | 0.00% |
| Singles /BIP | 28.33% | ÷1.027 | ×0.930 | ×1.038 | ×0.982 | 26.15% |
| Doubles /BIP | 5.58% | ÷1.188 | ×0.830 | ×1.038 | ×0.982 | 3.98% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.920 | ×1.038 | ×0.982 | 0.00% |
| Home runs /BIP | 4.29% | ÷1.183 | ×0.700 | — | ×0.982 | 2.49% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 137, 1B 105, 2B 138, 3B 130, K 79, BB 100 — applied at half strength. Age: age 29 vs a level average of 27.2 → −1.8% on BB/HBP/hit rates (1.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.038.
Result: wOBA .367 → .287; ISO .147 → .091; BABIP .351 → .306. 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).
2015 AAACharlotte Knights · 140 PAwOBA .429 → .368 (−61)K% 17.1% → 21.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.14% | ÷0.971 | ×1.200 | — | — | 21.19% |
| BB% (unintentional) /PA | 15.71% | ÷1.017 | ×0.690 | — | ×0.992 | 10.58% |
| HBP% /PA | 0.71% | — | ×0.940 | — | ×0.992 | 0.67% |
| Singles /BIP | 26.44% | ÷0.973 | ×0.930 | ×1.025 | ×0.992 | 25.69% |
| Doubles /BIP | 5.75% | ÷0.993 | ×0.830 | ×1.025 | ×0.992 | 4.88% |
| Triples /BIP | 2.30% | ÷1.150 | ×0.970 | ×1.025 | ×0.992 | 1.97% |
| Home runs /BIP | 6.90% | ÷1.306 | ×0.840 | — | ×0.992 | 4.40% |
Factors used: league row IL. Park (home-season share, regressed): HR 161, 1B 95, 2B 99, 3B 130, K 94, BB 103 — applied at half strength. Age: age 28 vs a level average of 27.2 → −0.8% on BB/HBP/hit rates (0.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.025.
Result: wOBA .429 → .368; ISO .243 → .188; BABIP .366 → .337. 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 AABirmingham Barons · 196 PAwOBA .329 → .279 (−50)K% 17.3% → 22.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.35% | ÷0.955 | ×1.220 | — | — | 22.16% |
| BB% (unintentional) /PA | 10.20% | ÷1.057 | ×0.680 | — | ×0.978 | 6.42% |
| HBP% /PA | 0.51% | — | ×0.840 | — | ×0.978 | 0.42% |
| Singles /BIP | 20.74% | ÷1.021 | ×0.920 | ×0.981 | ×0.978 | 17.92% |
| Doubles /BIP | 8.15% | ÷0.903 | ×0.910 | ×0.981 | ×0.978 | 7.88% |
| Triples /BIP | 0.00% | ÷1.065 | ×0.880 | ×0.981 | ×0.978 | 0.00% |
| Home runs /BIP | 3.70% | ÷0.967 | ×0.800 | — | ×0.978 | 3.00% |
Factors used: league row SL. Park (home-season share, regressed): HR 93, 1B 104, 2B 81, 3B 113, K 91, BB 111 — applied at half strength. Age: age 27 vs a level average of 24.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.981.
Result: wOBA .329 → .279; ISO .154 → .139; BABIP .293 → .260. 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 AAACharlotte Knights · 189 PAwOBA .338 → .283 (−56)K% 22.2% → 27.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.22% | ÷0.975 | ×1.200 | — | — | 27.34% |
| BB% (unintentional) /PA | 11.11% | ÷1.012 | ×0.690 | — | ×1.003 | 7.60% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×1.003 | 0.00% |
| Singles /BIP | 24.39% | ÷0.966 | ×0.930 | ×0.988 | ×1.003 | 23.29% |
| Doubles /BIP | 6.50% | ÷0.977 | ×0.830 | ×0.988 | ×1.003 | 5.48% |
| Triples /BIP | 0.00% | ÷0.910 | ×0.970 | ×0.988 | ×1.003 | 0.00% |
| Home runs /BIP | 4.88% | ÷1.118 | ×0.840 | — | ×1.003 | 3.68% |
Factors used: league row IL. Park (home-season share, regressed): HR 124, 1B 93, 2B 95, 3B 82, K 95, BB 102 — applied at half strength. Age: age 27 vs a level average of 27.2 → +0.3% on BB/HBP/hit rates (0.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.988.
Result: wOBA .338 → .283; ISO .158 → .123; BABIP .317 → .291. 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 AABirmingham Barons · 551 PAwOBA .380 → .323 (−56)K% 17.8% → 23.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.79% | ÷0.926 | ×1.220 | — | — | 23.42% |
| BB% (unintentional) /PA | 15.06% | ÷1.001 | ×0.680 | — | ×0.988 | 10.11% |
| HBP% /PA | 0.73% | — | ×0.840 | — | ×0.988 | 0.60% |
| Singles /BIP | 23.93% | ÷0.990 | ×0.920 | ×1.042 | ×0.988 | 22.91% |
| Doubles /BIP | 7.98% | ÷1.096 | ×0.910 | ×1.042 | ×0.988 | 6.82% |
| Triples /BIP | 0.28% | ÷1.150 | ×0.880 | ×1.042 | ×0.988 | 0.22% |
| Home runs /BIP | 4.84% | ÷0.991 | ×0.800 | — | ×0.988 | 3.86% |
Factors used: league row SL. Park (home-season share, regressed): HR 98, 1B 98, 2B 119, 3B 130, K 85, BB 100 — 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 ×1.042.
Result: wOBA .380 → .323; ISO .180 → .152; BABIP .334 → .308. 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+Winston-Salem Dash · 573 PAwOBA .378 → .310 (−68)K% 16.1% → 23.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.06% | ÷0.974 | ×1.420 | — | — | 23.40% |
| BB% (unintentional) /PA | 10.65% | ÷1.016 | ×0.630 | — | ×0.978 | 6.45% |
| HBP% /PA | 0.52% | — | ×0.860 | — | ×0.978 | 0.44% |
| Singles /BIP | 26.72% | ÷1.034 | ×0.940 | ×1.011 | ×0.978 | 24.01% |
| Doubles /BIP | 7.11% | ÷0.958 | ×0.830 | ×1.011 | ×0.978 | 6.09% |
| Triples /BIP | 0.49% | ÷1.030 | ×0.800 | ×1.011 | ×0.978 | 0.38% |
| Home runs /BIP | 4.17% | ÷0.960 | ×0.900 | — | ×0.978 | 3.82% |
Factors used: league row CAR. Park (home-season share, regressed): HR 92, 1B 107, 2B 92, 3B 106, K 95, BB 103 — applied at half strength. Age: age 25 vs a level average of 22.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.011.
Result: wOBA .378 → .310; ISO .168 → .146; BABIP .354 → .313. 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 AKannapolis Intimidators · 573 PAwOBA .362 → .293 (−70)K% 19.0% → 24.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.02% | ÷1.042 | ×1.340 | — | — | 24.46% |
| BB% (unintentional) /PA | 7.68% | ÷1.032 | ×0.660 | — | ×0.980 | 4.81% |
| HBP% /PA | 1.22% | — | ×0.770 | — | ×0.980 | 0.92% |
| Singles /BIP | 20.20% | ÷1.055 | ×0.920 | ×1.003 | ×0.980 | 17.33% |
| Doubles /BIP | 10.22% | ÷0.945 | ×0.820 | ×1.003 | ×0.980 | 8.73% |
| Triples /BIP | 1.50% | ÷1.013 | ×0.940 | ×1.003 | ×0.980 | 1.37% |
| Home runs /BIP | 4.49% | ÷1.023 | ×0.820 | — | ×0.980 | 3.53% |
Factors used: league row SAL. Park (home-season share, regressed): HR 105, 1B 111, 2B 89, 3B 103, K 108, BB 106 — applied at half strength. Age: age 24 vs a level average of 22.0 → −2.0% on BB/HBP/hit rates (2.0 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.003.
Result: wOBA .362 → .293; ISO .210 → .173; BABIP .329 → .280. 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 ROKBristol White Sox · 236 PAwOBA .359 → .249 (−111)K% 19.9% → 28.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.92% | ÷1.000 | ×1.420 | — | — | 28.28% |
| BB% (unintentional) /PA | 9.32% | ÷1.000 | ×0.640 | — | ×0.965 | 5.76% |
| HBP% /PA | 1.27% | — | ×0.740 | — | ×0.965 | 0.91% |
| Singles /BIP | 22.98% | ÷1.000 | ×0.840 | ×0.954 | ×0.965 | 17.77% |
| Doubles /BIP | 9.32% | ÷1.000 | ×0.740 | ×0.954 | ×0.965 | 6.35% |
| Triples /BIP | 1.24% | ÷1.000 | ×0.740 | ×0.954 | ×0.965 | 0.85% |
| Home runs /BIP | 3.73% | ÷1.000 | ×0.800 | — | ×0.965 | 2.88% |
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 23 vs a level average of 19.5 → −3.5% on BB/HBP/hit rates (3.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.954.
Result: wOBA .359 → .249; ISO .178 → .123; BABIP .344 → .254. 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).
Not traceable per stint: some stints lack the counting stats the component translation needs. Level-wide factors that apply instead — .