Ryan Walker
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2016 | 24 | AA/A+2 orgs | 432 | .271/.350/.345 | 2 | 14 | 66 | — | .237/.296/.295 |
| 2017 | 25 | AACIN | 436 | .234/.332/.324 | 3 | 12 | 58 | — | .205/.281/.274 |
| 2018 | 26 | AACIN | 205 | .227/.317/.309 | 4 | 4 | 40 | — | .185/.249/.249 |
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) | |||||||||||||||||||||||||||||||
| 2013 | 21 | A | Cedar Rapids Kernels | — | 22 | 20 | 5 | 1 | 0 | 0 | 0 | 4 | 1 | 0 | 0 | 250 | 286 | 300 | 586 | 50 | 312 | 18 | 0 | 256 | 42 | — | — | — | — | — | — |
| 2013 | 21 | ROK | Elizabethton Twins | — | 155 | 135 | 36 | 4 | 0 | 1 | 17 | 27 | 0 | 4 | 1 | 267 | 349 | 319 | 667 | 52 | 318 | 17 | 11 | 304 | 39 | — | — | — | — | — | — |
| 2014 | 22 | A | Cedar Rapids Kernels | — | 298 | 268 | 64 | 8 | 4 | 0 | 23 | 60 | 1 | 9 | 3 | 239 | 301 | 299 | 600 | 60 | 300 | 20 | 8 | 270 | 36 | — | — | — | — | — | — |
| 2015 | 23 | A+ | Fort Myers Miracle | — | 334 | 301 | 81 | 7 | 3 | 0 | 19 | 53 | 2 | 9 | 6 | 269 | 317 | 312 | 629 | 43 | 319 | 16 | 6 | 278 | 52 | — | — | — | — | — | — |
| 2016 | 24 | AA | Chattanooga Lookouts | — | 338 | 296 | 81 | 10 | 4 | 2 | 32 | 63 | 4 | 13 | 5 | 274 | 352 | 355 | 707 | 81 | 338 | 19 | 9 | 318 | 69 | — | — | — | — | — | — |
| 2016 | 24 | A+ | Fort Myers Miracle | — | 94 | 84 | 22 | 0 | 2 | 0 | 10 | 20 | 0 | 1 | 1 | 262 | 340 | 310 | 650 | 48 | 344 | 21 | 11 | 301 | 53 | — | — | — | — | — | — |
| 2017 | 25 | AA | Chattanooga Lookouts | — | 436 | 376 | 88 | 13 | 6 | 3 | 51 | 85 | 4 | 12 | 4 | 234 | 332 | 324 | 656 | 90 | 290 | 19 | 12 | 300 | 58 | — | — | — | — | — | — |
| 2018 | 26 | AA | Chattanooga Lookouts | — | 205 | 181 | 41 | 3 | 0 | 4 | 22 | 34 | 2 | 4 | 2 | 227 | 317 | 309 | 626 | 83 | 259 | 17 | 11 | 292 | 40 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2013 | 21 | A MLE | Cedar Rapids Kernels | — | 22 | 20 | 5 | 1 | 0 | 0 | 0 | 6 | 1 | 0 | 0 | 250 | 286 | 300 | 586 | 50 | 306 | 27 | 0 | 230 | 42 | — | — | — | — | — | — |
| 2013 | 21 | ROK MLE | Elizabethton Twins | — | 155 | 141 | 29 | 3 | 0 | 1 | 11 | 38 | 0 | 4 | 1 | 206 | 263 | 248 | 511 | 43 | 256 | 25 | 7 | 226 | 39 | — | — | — | — | — | — |
| 2014 | 22 | A MLE | Cedar Rapids Kernels | — | 298 | 276 | 55 | 6 | 3 | 0 | 15 | 83 | 1 | 9 | 3 | 199 | 243 | 243 | 486 | 43 | 273 | 28 | 5 | 221 | 36 | — | — | — | — | — | — |
| 2015 | 23 | A+ MLE | Fort Myers Miracle | — | 334 | 307 | 74 | 7 | 3 | 0 | 13 | 76 | 2 | 9 | 6 | 241 | 276 | 283 | 560 | 42 | 299 | 23 | 4 | 245 | 52 | — | — | — | — | — | — |
| 2016 | 24 | AA MLE | Chattanooga Lookouts | — | 338 | 307 | 74 | 8 | 4 | 1 | 21 | 80 | 4 | 13 | 5 | 241 | 298 | 303 | 601 | 62 | 315 | 24 | 6 | 270 | 69 | — | — | — | — | — | — |
| 2016 | 24 | A+ MLE | Fort Myers Miracle | — | 94 | 86 | 19 | 0 | 2 | 0 | 8 | 29 | 0 | 1 | 1 | 221 | 287 | 267 | 555 | 47 | 332 | 31 | 9 | 247 | 53 | — | — | — | — | — | — |
| 2017 | 25 | AA MLE | Chattanooga Lookouts | — | 436 | 390 | 80 | 11 | 5 | 2 | 37 | 103 | 4 | 12 | 4 | 205 | 281 | 274 | 555 | 69 | 265 | 24 | 8 | 254 | 58 | — | — | — | — | — | — |
| 2018 | 26 | AA MLE | Chattanooga Lookouts | — | 205 | 189 | 35 | 3 | 0 | 3 | 14 | 43 | 2 | 4 | 2 | 185 | 249 | 249 | 497 | 63 | 225 | 21 | 7 | 227 | 40 | — | — | — | — | — | — |
| 2013 | 21 | ROK MLE | 2 teams | — | 177 | 161 | 34 | 4 | 0 | 1 | 11 | 44 | 1 | 4 | 1 | 211 | 266 | 255 | 521 | 43 | 277 | 25 | 6 | 226 | 39 | — | — | — | — | — | — |
| 2013 | 21 | ROK RAW | 2 teams | — | 177 | 155 | 41 | 5 | 0 | 1 | 17 | 31 | 1 | 4 | 1 | 265 | 341 | 316 | 657 | 52 | 317 | 18 | 10 | 298 | 39 | — | — | — | — | — | — |
| 2014 | 22 | A MLE | Cedar Rapids Kernels | — | 298 | 276 | 55 | 6 | 3 | 0 | 15 | 83 | 1 | 9 | 3 | 199 | 243 | 243 | 486 | 43 | 278 | 28 | 5 | 221 | 36 | — | — | — | — | — | — |
| 2014 | 22 | A RAW | Cedar Rapids Kernels | — | 298 | 268 | 64 | 8 | 4 | 0 | 23 | 60 | 1 | 9 | 3 | 239 | 301 | 299 | 600 | 60 | 300 | 20 | 8 | 270 | 36 | — | — | — | — | — | — |
| 2015 | 23 | A+ MLE | Fort Myers Miracle | — | 334 | 307 | 74 | 7 | 3 | 0 | 13 | 76 | 2 | 9 | 6 | 241 | 276 | 283 | 560 | 42 | 312 | 23 | 4 | 245 | 52 | — | — | — | — | — | — |
| 2015 | 23 | A+ RAW | Fort Myers Miracle | — | 334 | 301 | 81 | 7 | 3 | 0 | 19 | 53 | 2 | 9 | 6 | 269 | 317 | 312 | 629 | 43 | 319 | 16 | 6 | 278 | 52 | — | — | — | — | — | — |
| 2016 | 24 | AA MLE | 2 teams | — | 432 | 393 | 94 | 8 | 6 | 1 | 29 | 109 | 4 | 14 | 6 | 239 | 298 | 298 | 596 | 59 | 325 | 25 | 7 | 265 | 65 | — | — | — | — | — | — |
| 2016 | 24 | AA RAW | 2 teams | — | 432 | 380 | 103 | 10 | 6 | 2 | 42 | 83 | 4 | 14 | 6 | 271 | 350 | 345 | 695 | 74 | 339 | 19 | 10 | 314 | 65 | — | — | — | — | — | — |
| 2017 | 25 | AA MLE | Chattanooga Lookouts | — | 436 | 390 | 80 | 11 | 5 | 2 | 37 | 103 | 4 | 12 | 4 | 205 | 281 | 274 | 555 | 69 | 269 | 24 | 8 | 254 | 58 | — | — | — | — | — | — |
| 2017 | 25 | AA RAW | Chattanooga Lookouts | — | 436 | 376 | 88 | 13 | 6 | 3 | 51 | 85 | 4 | 12 | 4 | 234 | 332 | 324 | 656 | 90 | 290 | 19 | 12 | 300 | 58 | — | — | — | — | — | — |
| 2018 | 26 | AA MLE | Chattanooga Lookouts | — | 205 | 189 | 35 | 3 | 0 | 3 | 14 | 43 | 2 | 4 | 2 | 185 | 249 | 249 | 497 | 63 | 224 | 21 | 7 | 227 | 40 | — | — | — | — | — | — |
| 2018 | 26 | AA RAW | Chattanooga Lookouts | — | 205 | 181 | 41 | 3 | 0 | 4 | 22 | 34 | 2 | 4 | 2 | 227 | 317 | 309 | 626 | 83 | 259 | 17 | 11 | 292 | 40 | — | — | — | — | — | — |
| 2013 | 21 | ROK MLE | 2 teams | — | 177 | 163 | 34 | 4 | 0 | 1 | 11 | 44 | 1 | 4 | 1 | 209 | 266 | 252 | 517 | 43 | 262 | 25 | 6 | 226 | 39 | — | — | — | — | — | — |
| 2014 | 22 | A MLE | Cedar Rapids Kernels | — | 298 | 280 | 55 | 6 | 3 | 0 | 15 | 83 | 1 | 9 | 3 | 196 | 243 | 239 | 482 | 43 | 273 | 28 | 5 | 221 | 36 | — | — | — | — | — | — |
| 2015 | 23 | A+ MLE | Fort Myers Miracle | — | 334 | 316 | 74 | 7 | 3 | 0 | 13 | 76 | 2 | 9 | 6 | 234 | 276 | 275 | 552 | 41 | 299 | 23 | 4 | 245 | 52 | — | — | — | — | — | — |
| 2016 | 24 | AA MLE | 2 teams | — | 432 | 396 | 94 | 8 | 6 | 1 | 29 | 109 | 4 | 14 | 6 | 237 | 298 | 295 | 594 | 58 | 319 | 25 | 7 | 265 | 65 | — | — | — | — | — | — |
| 2017 | 25 | AA MLE | Chattanooga Lookouts | — | 436 | 392 | 80 | 11 | 5 | 2 | 37 | 103 | 4 | 12 | 4 | 204 | 281 | 273 | 554 | 69 | 265 | 24 | 8 | 254 | 58 | — | — | — | — | — | — |
| 2018 | 26 | AA MLE | Chattanooga Lookouts | — | 205 | 187 | 35 | 3 | 0 | 3 | 14 | 43 | 2 | 4 | 2 | 187 | 249 | 251 | 500 | 64 | 225 | 21 | 7 | 227 | 40 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 1882 | 1716 | 372 | 39 | 17 | 7 | 119 | 458 | 14 | 52 | 22 | 217 | 273 | 272 | 545 | 55 | 287 | 24 | 6 | 244 | 51 | -109 | +2 | +0 | +7 | +41 | -6.1 | |
| / 162G | — | MLE | — | 650 | 593 | 128 | 13 | 6 | 2 | 41 | 158 | 5 | 18 | 8 | 216 | 273 | 268 | 541 | 52 | 286 | 24 | 6 | 244 | 51 | -38 | +0 | +0 | +2 | +14 | -2.1 | |
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.
2018 AAChattanooga Lookouts · 205 PAwOBA .284 → .227 (−57)K% 16.6% → 21.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.59% | ÷0.961 | ×1.220 | — | — | 21.07% |
| BB% (unintentional) /PA | 10.73% | ÷1.078 | ×0.680 | — | ×0.988 | 6.69% |
| HBP% /PA | 0.98% | — | ×0.840 | — | ×0.988 | 0.81% |
| Singles /BIP | 23.13% | ÷1.072 | ×0.920 | ×1.027 | ×0.988 | 20.13% |
| Doubles /BIP | 2.04% | ÷0.979 | ×0.910 | ×1.027 | ×0.988 | 1.92% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.880 | ×1.027 | ×0.988 | 0.00% |
| Home runs /BIP | 2.72% | ÷0.975 | ×0.800 | — | ×0.988 | 2.21% |
Factors used: league row SL. Park (home-season share, regressed): HR 95, 1B 114, 2B 96, 3B 80, K 92, BB 116 — 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 ×1.027.
Result: wOBA .284 → .227; ISO .083 → .069; BABIP .259 → .225. 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).
2017 AAChattanooga Lookouts · 436 PAwOBA .296 → .254 (−42)K% 19.5% → 23.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.50% | ÷1.008 | ×1.220 | — | — | 23.60% |
| BB% (unintentional) /PA | 11.70% | ÷0.940 | ×0.680 | — | ×0.998 | 8.45% |
| HBP% /PA | 0.92% | — | ×0.840 | — | ×0.998 | 0.77% |
| Singles /BIP | 22.68% | ÷1.007 | ×0.920 | ×1.021 | ×0.998 | 21.11% |
| Doubles /BIP | 4.47% | ÷1.084 | ×0.910 | ×1.021 | ×0.998 | 3.82% |
| Triples /BIP | 2.06% | ÷1.018 | ×0.880 | ×1.021 | ×0.998 | 1.82% |
| Home runs /BIP | 1.03% | ÷0.975 | ×0.800 | — | ×0.998 | 0.84% |
Factors used: league row SL. Park (home-season share, regressed): HR 95, 1B 101, 2B 117, 3B 104, K 102, BB 88 — 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 ×1.021.
Result: wOBA .296 → .254; ISO .090 → .078; BABIP .290 → .265. 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).
2016 AAChattanooga Lookouts · 338 PAwOBA .313 → .270 (−43)K% 18.6% → 23.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.64% | ÷0.961 | ×1.220 | — | — | 23.67% |
| BB% (unintentional) /PA | 9.47% | ÷1.039 | ×0.680 | — | ×1.012 | 6.27% |
| HBP% /PA | 1.18% | — | ×0.840 | — | ×1.012 | 1.01% |
| Singles /BIP | 27.90% | ÷1.005 | ×0.920 | ×1.018 | ×1.012 | 26.33% |
| Doubles /BIP | 4.29% | ÷1.108 | ×0.910 | ×1.018 | ×1.012 | 3.63% |
| Triples /BIP | 1.72% | ÷0.900 | ×0.880 | ×1.018 | ×1.012 | 1.73% |
| Home runs /BIP | 0.86% | ÷1.301 | ×0.800 | — | ×1.012 | 0.53% |
Factors used: league row SL. Park (home-season share, regressed): HR 160, 1B 101, 2B 122, 3B 80, K 92, BB 108 — 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 ×1.018.
Result: wOBA .313 → .270; ISO .081 → .069; BABIP .338 → .315. 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).
2016 A+Fort Myers Miracle · 94 PAwOBA .294 → .247 (−47)K% 21.3% → 30.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.28% | ÷0.983 | ×1.420 | — | — | 30.74% |
| BB% (unintentional) /PA | 10.64% | ÷0.974 | ×0.750 | — | ×0.988 | 8.09% |
| HBP% /PA | 0.00% | — | ×0.930 | — | ×0.988 | 0.00% |
| Singles /BIP | 31.25% | ÷0.985 | ×0.920 | ×1.050 | ×0.988 | 30.28% |
| Doubles /BIP | 0.00% | ÷1.012 | ×0.960 | ×1.050 | ×0.988 | 0.00% |
| Triples /BIP | 3.12% | ÷0.907 | ×0.810 | ×1.050 | ×0.988 | 2.90% |
| Home runs /BIP | 0.00% | ÷0.881 | ×0.880 | — | ×0.988 | 0.00% |
Factors used: league row FSL. Park (home-season share, regressed): HR 76, 1B 97, 2B 102, 3B 81, K 97, BB 95 — 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 ×1.050.
Result: wOBA .294 → .247; ISO .048 → .040; BABIP .344 → .332. 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 A+Fort Myers Miracle · 334 PAwOBA .276 → .245 (−31)K% 15.9% → 22.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.87% | ÷0.984 | ×1.420 | — | — | 22.89% |
| BB% (unintentional) /PA | 5.69% | ÷1.072 | ×0.750 | — | ×0.998 | 3.97% |
| HBP% /PA | 0.60% | — | ×0.930 | — | ×0.998 | 0.56% |
| Singles /BIP | 28.63% | ÷1.040 | ×0.920 | ×1.050 | ×0.998 | 26.54% |
| Doubles /BIP | 2.82% | ÷0.962 | ×0.960 | ×1.050 | ×0.998 | 2.95% |
| Triples /BIP | 1.21% | ÷0.900 | ×0.810 | ×1.050 | ×0.998 | 1.14% |
| Home runs /BIP | 0.00% | ÷1.106 | ×0.880 | — | ×0.998 | 0.00% |
Factors used: league row FSL. Park (home-season share, regressed): HR 121, 1B 108, 2B 92, 3B 80, K 97, BB 114 — 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 ×1.050.
Result: wOBA .276 → .245; ISO .043 → .042; BABIP .319 → .299. 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 ACedar Rapids Kernels · 298 PAwOBA .268 → .221 (−48)K% 20.1% → 28.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.13% | ÷0.977 | ×1.360 | — | — | 28.02% |
| BB% (unintentional) /PA | 7.72% | ÷1.033 | ×0.690 | — | — | 5.16% |
| HBP% /PA | 0.34% | — | ×0.780 | — | — | 0.26% |
| Singles /BIP | 25.00% | ÷1.029 | ×0.920 | ×1.034 | — | 23.11% |
| Doubles /BIP | 3.85% | ÷1.057 | ×0.830 | ×1.034 | — | 3.12% |
| Triples /BIP | 1.92% | ÷1.034 | ×0.910 | ×1.034 | — | 1.75% |
| Home runs /BIP | 0.00% | ÷1.098 | ×0.800 | — | — | 0.00% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 120, 1B 106, 2B 111, 3B 107, K 95, BB 107 — 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 ×1.034.
Result: wOBA .268 → .221; ISO .060 → .049; BABIP .300 → .273. 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 ROKElizabethton Twins · 155 PAwOBA .303 → .226 (−77)K% 17.4% → 24.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.42% | ÷1.000 | ×1.420 | — | — | 24.74% |
| BB% (unintentional) /PA | 10.97% | ÷1.000 | ×0.640 | — | ×0.985 | 6.91% |
| HBP% /PA | 0.00% | — | ×0.740 | — | ×0.985 | 0.00% |
| Singles /BIP | 28.70% | ÷1.000 | ×0.840 | ×0.987 | ×0.985 | 23.45% |
| Doubles /BIP | 3.70% | ÷1.000 | ×0.740 | ×0.987 | ×0.985 | 2.67% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.740 | ×0.987 | ×0.985 | 0.00% |
| Home runs /BIP | 0.93% | ÷1.000 | ×0.800 | — | ×0.985 | 0.73% |
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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.987.
Result: wOBA .303 → .226; ISO .052 → .038; BABIP .318 → .256. 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 ACedar Rapids Kernels · 22 PAwOBA .249 → .230 (−20)K% 18.2% → 25.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.18% | ÷0.954 | ×1.360 | — | — | 25.93% |
| BB% (unintentional) /PA | 0.00% | ÷1.074 | ×0.690 | — | ×1.015 | 0.00% |
| HBP% /PA | 4.55% | — | ×0.780 | — | ×1.015 | 3.60% |
| Singles /BIP | 25.00% | ÷0.928 | ×0.920 | — | ×1.015 | 25.14% |
| Doubles /BIP | 6.25% | ÷0.968 | ×0.830 | — | ×1.015 | 5.44% |
| Triples /BIP | 0.00% | ÷1.023 | ×0.910 | — | ×1.015 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.132 | ×0.800 | — | ×1.015 | 0.00% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 126, 1B 86, 2B 94, 3B 105, K 91, BB 115 — applied at half strength. Age: age 21 vs a level average of 22.0 → +1.5% on BB/HBP/hit rates (1.0 yr younger than average).
Result: wOBA .249 → .230; ISO .050 → .042; BABIP .312 → .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).