Carlos Ramirez
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2013 | 25 | AASEA | 180 | .206/.301/.400 | 6 | 1 | 55 | — | .174/.244/.329 |
| 2016 | 28 | AAAPericos de Pu… | 29 | .269/.321/.423 | 1 | 2 | 64 | — | .231/.286/.385 |
| 2017 | 29 | AAAAcereros del … | 29 | .148/.207/.148 | 0 | 0 | -22 | — | .107/.138/.107 |
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. Catcher framing: only 2027 Statcast framing is modeled (Baseball Savant server-caches the leaderboard to the current season); prior-year framing is unmodeled — projections for established framers may run 1-3 WAR low.
| 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 | 21 | ROK | Orem Owlz | — | 190 | 149 | 56 | 18 | 0 | 7 | 35 | 26 | 4 | 0 | 0 | 376 | 505 | 638 | 1.143 | 262 | 415 | 14 | 18 | 490 | 122 | — | — | — | — | — | — |
| 2010 | 22 | A | Cedar Rapids Kernels | — | 303 | 257 | 58 | 9 | 2 | 9 | 35 | 72 | 9 | 3 | 2 | 226 | 339 | 381 | 720 | 156 | 275 | 24 | 12 | 327 | 51 | — | — | — | — | — | — |
| 2011 | 23 | A+ | Inland Empire 66ers | — | 202 | 181 | 63 | 21 | 0 | 4 | 16 | 33 | 2 | 1 | 0 | 348 | 405 | 530 | 935 | 182 | 404 | 16 | 8 | 407 | 114 | — | — | — | — | — | — |
| 2011 | 23 | A | Cedar Rapids Kernels | — | 129 | 108 | 28 | 3 | 0 | 3 | 15 | 17 | 4 | 1 | 2 | 259 | 370 | 370 | 740 | 111 | 281 | 13 | 12 | 337 | 66 | — | — | — | — | — | — |
| 2012 | 24 | AA | Arkansas Travelers | — | 323 | 275 | 56 | 12 | 1 | 2 | 33 | 55 | 11 | 4 | 0 | 204 | 313 | 276 | 590 | 73 | 245 | 17 | 10 | 277 | 38 | — | — | — | — | — | — |
| 2012 | 24 | INTL | Scottsdale Scorpions | — | 29 | 24 | 6 | 0 | 0 | 0 | 3 | 3 | 2 | 0 | 0 | 250 | 379 | 250 | 629 | 286 | 10 | 10 | 310 | 96 | — | — | — | — | — | — | |
| 2013 | 25 | AA | Arkansas Travelers | — | 180 | 155 | 32 | 12 | 0 | 6 | 16 | 33 | 5 | 1 | 0 | 206 | 301 | 400 | 701 | 194 | 224 | 18 | 9 | 308 | 55 | — | — | — | — | — | — |
| 2016 | 28 | AAA | Pericos de Puebla | — | 29 | 26 | 7 | 1 | 0 | 1 | 1 | 4 | 1 | 2 | 0 | 269 | 321 | 423 | 745 | 154 | 273 | 14 | 3 | 321 | 64 | — | — | — | — | — | — |
| 2017 | 29 | AAA | Acereros del Norte | — | 29 | 27 | 4 | 0 | 0 | 0 | 2 | 8 | 0 | 0 | 0 | 148 | 207 | 148 | 355 | 211 | 28 | 7 | 173 | -22 | — | — | — | — | — | — | |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2009 | 21 | ROK MLE | Orem Owlz | — | 190 | 163 | 43 | 13 | 0 | 5 | 21 | 37 | 4 | 0 | 0 | 264 | 362 | 436 | 797 | 172 | 304 | 19 | 11 | 349 | 122 | — | — | — | — | — | — |
| 2010 | 22 | A MLE | Cedar Rapids Kernels | — | 303 | 271 | 47 | 7 | 1 | 7 | 21 | 103 | 9 | 3 | 2 | 173 | 256 | 284 | 540 | 111 | 242 | 34 | 7 | 243 | 51 | — | — | — | — | — | — |
| 2011 | 23 | A+ MLE | Inland Empire 66ers | — | 202 | 186 | 55 | 17 | 0 | 4 | 12 | 46 | 2 | 1 | 0 | 296 | 345 | 452 | 797 | 156 | 357 | 23 | 6 | 337 | 114 | — | — | — | — | — | — |
| 2011 | 23 | A MLE | Cedar Rapids Kernels | — | 129 | 113 | 24 | 2 | 0 | 2 | 10 | 24 | 4 | 1 | 2 | 212 | 299 | 283 | 582 | 71 | 246 | 19 | 8 | 266 | 66 | — | — | — | — | — | — |
| 2012 | 24 | AA MLE | Arkansas Travelers | — | 323 | 287 | 50 | 10 | 1 | 2 | 21 | 67 | 11 | 4 | 0 | 174 | 257 | 237 | 494 | 63 | 212 | 21 | 7 | 224 | 38 | — | — | — | — | — | — |
| 2013 | 25 | AA MLE | Arkansas Travelers | — | 180 | 161 | 28 | 10 | 0 | 5 | 10 | 41 | 5 | 1 | 0 | 174 | 244 | 329 | 574 | 155 | 195 | 23 | 6 | 250 | 55 | — | — | — | — | — | — |
| 2016 | 28 | AAA MLE | Pericos de Puebla | — | 29 | 26 | 6 | 1 | 0 | 1 | 1 | 5 | 1 | 2 | 0 | 231 | 286 | 385 | 670 | 154 | 232 | 17 | 3 | 263 | 64 | — | — | — | — | — | — |
| 2017 | 29 | AAA MLE | Acereros del Norte | — | 29 | 28 | 3 | 0 | 0 | 0 | 1 | 10 | 0 | 0 | 0 | 107 | 138 | 107 | 245 | 188 | 34 | 3 | 135 | -22 | — | — | — | — | — | — | |
| 2009 | 21 | ROK MLE | Orem Owlz | — | 190 | 163 | 43 | 13 | 0 | 5 | 21 | 37 | 4 | 0 | 0 | 264 | 362 | 436 | 797 | 172 | 309 | 19 | 11 | 349 | 122 | — | — | — | — | — | — |
| 2009 | 21 | ROK RAW | Orem Owlz | — | 190 | 149 | 56 | 18 | 0 | 7 | 35 | 26 | 4 | 0 | 0 | 376 | 505 | 638 | 1.143 | 262 | 415 | 14 | 18 | 490 | 122 | — | — | — | — | — | — |
| 2010 | 22 | A MLE | Cedar Rapids Kernels | — | 303 | 271 | 47 | 7 | 1 | 7 | 21 | 103 | 9 | 3 | 2 | 173 | 256 | 284 | 540 | 111 | 245 | 34 | 7 | 243 | 51 | — | — | — | — | — | — |
| 2010 | 22 | A RAW | Cedar Rapids Kernels | — | 303 | 257 | 58 | 9 | 2 | 9 | 35 | 72 | 9 | 3 | 2 | 226 | 339 | 381 | 720 | 156 | 275 | 24 | 12 | 327 | 51 | — | — | — | — | — | — |
| 2011 | 23 | A+ MLE | 2 teams | — | 331 | 300 | 79 | 19 | 0 | 6 | 21 | 70 | 6 | 2 | 2 | 263 | 324 | 387 | 711 | 123 | 322 | 21 | 6 | 309 | 95 | — | — | — | — | — | — |
| 2011 | 23 | A+ RAW | 2 teams | — | 331 | 289 | 91 | 24 | 0 | 7 | 31 | 50 | 6 | 2 | 2 | 315 | 391 | 471 | 862 | 156 | 357 | 15 | 9 | 380 | 95 | — | — | — | — | — | — |
| 2012 | 24 | AA MLE | 2 teams | — | 352 | 312 | 55 | 11 | 1 | 2 | 23 | 73 | 13 | 4 | 0 | 176 | 261 | 237 | 499 | 61 | 222 | 21 | 7 | 224 | 38 | — | — | — | — | — | — |
| 2012 | 24 | AA RAW | 2 teams | — | 352 | 299 | 62 | 12 | 1 | 2 | 36 | 58 | 13 | 4 | 0 | 207 | 319 | 274 | 593 | 67 | 249 | 16 | 10 | 280 | 38 | — | — | — | — | — | — |
| 2013 | 25 | AA MLE | Arkansas Travelers | — | 180 | 161 | 28 | 10 | 0 | 5 | 10 | 41 | 5 | 1 | 0 | 174 | 244 | 329 | 574 | 155 | 200 | 23 | 6 | 250 | 55 | — | — | — | — | — | — |
| 2013 | 25 | AA RAW | Arkansas Travelers | — | 180 | 155 | 32 | 12 | 0 | 6 | 16 | 33 | 5 | 1 | 0 | 206 | 301 | 400 | 701 | 194 | 224 | 18 | 9 | 308 | 55 | — | — | — | — | — | — |
| 2016 | 28 | AAA MLE | Pericos de Puebla | — | 29 | 26 | 6 | 1 | 0 | 1 | 1 | 5 | 1 | 2 | 0 | 231 | 286 | 385 | 670 | 154 | 238 | 17 | 3 | 263 | 64 | — | — | — | — | — | — |
| 2016 | 28 | AAA RAW | Pericos de Puebla | — | 29 | 26 | 7 | 1 | 0 | 1 | 1 | 4 | 1 | 2 | 0 | 269 | 321 | 423 | 745 | 154 | 273 | 14 | 3 | 321 | 64 | — | — | — | — | — | — |
| 2017 | 29 | AAA MLE | Acereros del Norte | — | 29 | 28 | 3 | 0 | 0 | 0 | 1 | 10 | 0 | 0 | 0 | 107 | 138 | 107 | 245 | 167 | 34 | 3 | 135 | -22 | — | — | — | — | — | — | |
| 2017 | 29 | AAA RAW | Acereros del Norte | — | 29 | 27 | 4 | 0 | 0 | 0 | 2 | 8 | 0 | 0 | 0 | 148 | 207 | 148 | 355 | 211 | 28 | 7 | 173 | -22 | — | — | — | — | — | — | |
| 2009 | 21 | ROK MLE | Orem Owlz | — | 190 | 163 | 43 | 13 | 0 | 5 | 21 | 37 | 4 | 0 | 0 | 264 | 362 | 436 | 797 | 172 | 304 | 19 | 11 | 349 | 122 | — | — | — | — | — | — |
| 2010 | 22 | A MLE | Cedar Rapids Kernels | — | 303 | 270 | 47 | 7 | 1 | 7 | 21 | 103 | 9 | 3 | 2 | 174 | 256 | 285 | 541 | 111 | 242 | 34 | 7 | 243 | 51 | — | — | — | — | — | — |
| 2011 | 23 | A+ MLE | 2 teams | — | 331 | 301 | 79 | 19 | 0 | 6 | 21 | 70 | 6 | 2 | 2 | 262 | 324 | 385 | 710 | 123 | 314 | 21 | 6 | 309 | 95 | — | — | — | — | — | — |
| 2012 | 24 | AA MLE | 2 teams | — | 352 | 313 | 55 | 11 | 1 | 2 | 23 | 73 | 13 | 4 | 0 | 176 | 261 | 236 | 498 | 61 | 212 | 21 | 7 | 224 | 38 | — | — | — | — | — | — |
| 2013 | 25 | AA MLE | Arkansas Travelers | — | 180 | 163 | 28 | 10 | 0 | 5 | 10 | 41 | 5 | 1 | 0 | 172 | 244 | 325 | 569 | 153 | 195 | 23 | 6 | 250 | 55 | — | — | — | — | — | — |
| 2016 | 28 | AAA MLE | Pericos de Puebla | — | 29 | 27 | 6 | 1 | 0 | 1 | 1 | 5 | 1 | 2 | 0 | 222 | 286 | 370 | 656 | 148 | 232 | 17 | 3 | 263 | 64 | — | — | — | — | — | — |
| 2017 | 29 | AAA MLE | Acereros del Norte | — | 29 | 28 | 3 | 0 | 0 | 0 | 1 | 10 | 0 | 0 | 0 | 107 | 138 | 107 | 245 | 188 | 34 | 3 | 135 | -22 | — | — | — | — | — | — | |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 1414 | 1261 | 261 | 61 | 2 | 26 | 98 | 339 | 38 | 12 | 4 | 207 | 284 | 320 | 605 | 113 | 259 | 24 | 7 | 267 | 67 | -56 | +1 | +0 | +25 | +31 | 0.1 | |
| / 162G | — | MLE | — | 650 | 580 | 120 | 28 | 1 | 12 | 45 | 156 | 17 | 6 | 2 | 207 | 283 | 321 | 604 | 114 | 259 | 24 | 7 | 267 | 67 | -26 | +0 | +0 | +12 | +14 | 0.1 | |
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.
2017 AAAAcereros del Norte · 29 PAwOBA .169 → .135 (−34)K% 27.6% → 33.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.59% | ÷0.996 | ×1.200 | — | — | 33.25% |
| BB% (unintentional) /PA | 6.90% | ÷0.985 | ×0.690 | — | ×0.982 | 4.74% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×0.982 | 0.00% |
| Singles /BIP | 21.05% | ÷1.025 | ×0.930 | — | ×0.982 | 18.75% |
| Doubles /BIP | 0.00% | ÷0.958 | ×0.830 | — | ×0.982 | 0.00% |
| Triples /BIP | 0.00% | ÷1.109 | ×0.920 | — | ×0.982 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.969 | ×0.700 | — | ×0.982 | 0.00% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 94, 1B 105, 2B 92, 3B 122, K 99, BB 97 — 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).
Result: wOBA .169 → .135; ISO .000 → .000; BABIP .211 → .188. 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 AAAPericos de Puebla · 29 PAwOBA .324 → .263 (−61)K% 13.8% → 18.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.79% | ÷0.921 | ×1.200 | — | — | 17.98% |
| BB% (unintentional) /PA | 3.45% | ÷1.091 | ×0.690 | — | ×0.992 | 2.16% |
| HBP% /PA | 3.45% | — | ×0.940 | — | ×0.992 | 3.22% |
| Singles /BIP | 22.73% | ÷1.048 | ×0.930 | — | ×0.992 | 20.01% |
| Doubles /BIP | 4.55% | ÷1.075 | ×0.830 | — | ×0.992 | 3.48% |
| Triples /BIP | 0.00% | ÷1.008 | ×0.920 | — | ×0.992 | 0.00% |
| Home runs /BIP | 4.55% | ÷1.024 | ×0.700 | — | ×0.992 | 3.08% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 105, 1B 110, 2B 115, 3B 102, K 84, BB 118 — 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).
Result: wOBA .324 → .263; ISO .154 → .109; BABIP .273 → .232. 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 AAArkansas Travelers · 180 PAwOBA .300 → .250 (−50)K% 18.3% → 22.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.33% | ÷0.990 | ×1.220 | — | — | 22.59% |
| BB% (unintentional) /PA | 8.89% | ÷1.063 | ×0.700 | — | ×0.998 | 5.84% |
| HBP% /PA | 2.78% | — | ×0.870 | — | ×0.998 | 2.41% |
| Singles /BIP | 11.48% | ÷0.981 | ×0.920 | ×0.978 | ×0.998 | 10.51% |
| Doubles /BIP | 9.84% | ÷0.982 | ×0.840 | ×0.978 | ×0.998 | 8.21% |
| Triples /BIP | 0.00% | ÷0.943 | ×0.940 | ×0.978 | ×0.998 | 0.00% |
| Home runs /BIP | 4.92% | ÷0.951 | ×0.800 | — | ×0.998 | 4.13% |
Factors used: league row TL. Park (home-season share, regressed): HR 90, 1B 96, 2B 96, 3B 89, K 98, BB 113 — 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 ×0.978.
Result: wOBA .300 → .250; ISO .194 → .165; BABIP .224 → .195. 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 AAArkansas Travelers · 323 PAwOBA .271 → .224 (−46)K% 17.0% → 20.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.03% | ÷1.003 | ×1.220 | — | — | 20.71% |
| BB% (unintentional) /PA | 9.91% | ÷1.076 | ×0.700 | — | ×1.012 | 6.52% |
| HBP% /PA | 3.41% | — | ×0.870 | — | ×1.012 | 3.00% |
| Singles /BIP | 18.64% | ÷1.012 | ×0.920 | ×0.968 | ×1.012 | 16.58% |
| Doubles /BIP | 5.45% | ÷1.046 | ×0.840 | ×0.968 | ×1.012 | 4.29% |
| Triples /BIP | 0.45% | ÷1.150 | ×0.940 | ×0.968 | ×1.012 | 0.36% |
| Home runs /BIP | 0.91% | ÷0.819 | ×0.800 | — | ×1.012 | 0.90% |
Factors used: league row TL. Park (home-season share, regressed): HR 64, 1B 102, 2B 109, 3B 130, K 101, BB 115 — 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 ×0.968.
Result: wOBA .271 → .224; ISO .073 → .063; BABIP .245 → .212. 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 A+Inland Empire 66ers · 202 PAwOBA .399 → .337 (−62)K% 16.3% → 22.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.34% | ÷0.962 | ×1.340 | — | — | 22.75% |
| BB% (unintentional) /PA | 7.43% | ÷0.924 | ×0.710 | — | ×0.998 | 5.69% |
| HBP% /PA | 0.99% | — | ×0.790 | — | ×0.998 | 0.78% |
| Singles /BIP | 25.68% | ÷0.991 | ×0.910 | ×1.006 | ×0.998 | 23.67% |
| Doubles /BIP | 14.19% | ÷1.007 | ×0.820 | ×1.006 | ×0.998 | 11.61% |
| Triples /BIP | 0.00% | ÷1.129 | ×0.760 | ×1.006 | ×0.998 | 0.00% |
| Home runs /BIP | 2.70% | ÷0.932 | ×0.920 | — | ×0.998 | 2.66% |
Factors used: league row CAL. Park (home-season share, regressed): HR 86, 1B 98, 2B 101, 3B 126, K 92, BB 85 — 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 ×1.006.
Result: wOBA .399 → .337; ISO .182 → .155; BABIP .404 → .357. 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 ACedar Rapids Kernels · 129 PAwOBA .328 → .266 (−62)K% 13.2% → 18.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.18% | ÷0.964 | ×1.360 | — | — | 18.59% |
| BB% (unintentional) /PA | 10.85% | ÷0.996 | ×0.690 | — | ×0.990 | 7.44% |
| HBP% /PA | 3.10% | — | ×0.780 | — | ×0.990 | 2.39% |
| Singles /BIP | 24.18% | ÷1.020 | ×0.920 | ×1.003 | ×0.990 | 21.64% |
| Doubles /BIP | 3.30% | ÷1.028 | ×0.830 | ×1.003 | ×0.990 | 2.64% |
| Triples /BIP | 0.00% | ÷1.117 | ×0.910 | ×1.003 | ×0.990 | 0.00% |
| Home runs /BIP | 3.30% | ÷1.106 | ×0.800 | — | ×0.990 | 2.36% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 121, 1B 104, 2B 106, 3B 123, K 93, BB 99 — applied at half strength. Age: age 23 vs a level average of 22.0 → −1.0% on BB/HBP/hit rates (1.0 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.003.
Result: wOBA .328 → .266; ISO .111 → .083; BABIP .281 → .246. 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 ACedar Rapids Kernels · 303 PAwOBA .318 → .243 (−75)K% 23.8% → 34.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.76% | ÷0.952 | ×1.360 | — | — | 33.96% |
| BB% (unintentional) /PA | 10.89% | ÷1.093 | ×0.690 | — | — | 6.87% |
| HBP% /PA | 2.97% | — | ×0.780 | — | — | 2.32% |
| Singles /BIP | 20.54% | ÷0.994 | ×0.920 | ×0.984 | — | 18.70% |
| Doubles /BIP | 4.86% | ÷0.994 | ×0.830 | ×0.984 | — | 4.00% |
| Triples /BIP | 1.08% | ÷1.150 | ×0.910 | ×0.984 | — | 0.84% |
| Home runs /BIP | 4.86% | ÷0.964 | ×0.800 | — | — | 4.04% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 93, 1B 99, 2B 99, 3B 130, K 90, BB 119 — 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 ×0.984.
Result: wOBA .318 → .243; ISO .156 → .119; BABIP .275 → .242. 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).
2009 ROKOrem Owlz · 190 PAwOBA .483 → .349 (−134)K% 13.7% → 19.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.68% | ÷1.000 | ×1.440 | — | — | 19.71% |
| BB% (unintentional) /PA | 18.42% | ÷1.000 | ×0.610 | — | ×0.985 | 11.07% |
| HBP% /PA | 2.11% | — | ×0.720 | — | ×0.985 | 1.49% |
| Singles /BIP | 25.20% | ÷1.000 | ×0.820 | ×0.962 | ×0.985 | 19.58% |
| Doubles /BIP | 14.63% | ÷1.000 | ×0.720 | ×0.962 | ×0.985 | 9.98% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.720 | ×0.962 | ×0.985 | 0.00% |
| Home runs /BIP | 5.69% | ÷1.000 | ×0.750 | — | ×0.985 | 4.20% |
Factors used: league row PIO. 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 ×0.962.
Result: wOBA .483 → .349; ISO .262 → .195; BABIP .415 → .304. 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 — .