Bijan Rademacher
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2017 | 26 | AAACHC | 329 | .294/.376/.436 | 7 | 3 | 94 | — | .260/.321/.377 |
| 2018 | 27 | AAACHC | 387 | .251/.328/.310 | 2 | 2 | 42 | — | .210/.260/.258 |
| 2019 | 28 | INTLTomateros de … | 71 | .262/.314/.323 | 1 | 1 | 81 | — |
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) | |||||||||||||||||||||||||||||||
| 2012 | 21 | A | Peoria Chiefs | — | 135 | 122 | 27 | 7 | 1 | 0 | 10 | 26 | 0 | 2 | 1 | 221 | 280 | 295 | 575 | 74 | 281 | 19 | 7 | 258 | 30 | — | — | — | — | — | — |
| 2013 | 22 | A+ | Daytona Cubs | — | 160 | 145 | 40 | 7 | 3 | 2 | 14 | 24 | 0 | 3 | 0 | 276 | 340 | 407 | 747 | 131 | 317 | 15 | 9 | 332 | 78 | — | — | — | — | — | — |
| 2013 | 22 | A | Kane County Cougars | — | 211 | 185 | 58 | 9 | 0 | 2 | 20 | 25 | 2 | 5 | 3 | 314 | 386 | 395 | 781 | 81 | 348 | 12 | 9 | 349 | 80 | — | — | — | — | — | — |
| 2014 | 23 | A+ | Daytona Cubs | — | 438 | 384 | 108 | 22 | 6 | 10 | 42 | 87 | 9 | 4 | 8 | 281 | 366 | 448 | 813 | 167 | 338 | 20 | 10 | 361 | 83 | — | — | — | — | — | — |
| 2014 | 23 | INTL | Mesa Solar Sox | — | 47 | 40 | 14 | 2 | 1 | 1 | 5 | 3 | 0 | 4 | 0 | 350 | 422 | 525 | 947 | 175 | 342 | 6 | 11 | 400 | 157 | — | — | — | — | — | — |
| 2015 | 24 | AA | Tennessee Smokies | — | 433 | 357 | 93 | 19 | 4 | 4 | 67 | 60 | 2 | 7 | 4 | 261 | 380 | 370 | 750 | 109 | 302 | 14 | 15 | 340 | 80 | — | — | — | — | — | — |
| 2016 | 25 | AAA | Iowa Cubs | — | 81 | 70 | 20 | 5 | 0 | 1 | 7 | 14 | 1 | 0 | 0 | 286 | 359 | 400 | 759 | 114 | 333 | 17 | 9 | 331 | 82 | — | — | — | — | — | — |
| 2016 | 25 | AA | Tennessee Smokies | — | 294 | 256 | 80 | 17 | 0 | 9 | 35 | 49 | 1 | 0 | 0 | 312 | 397 | 484 | 882 | 172 | 355 | 17 | 12 | 390 | 110 | — | — | — | — | — | — |
| 2017 | 26 | AAA | Iowa Cubs | — | 329 | 289 | 85 | 16 | 2 | 7 | 36 | 64 | 2 | 3 | 2 | 294 | 376 | 436 | 812 | 142 | 356 | 19 | 11 | 362 | 94 | — | — | — | — | — | — |
| 2018 | 27 | AAA | Iowa Cubs | — | 387 | 342 | 86 | 14 | 0 | 2 | 37 | 67 | 2 | 2 | 2 | 251 | 328 | 310 | 638 | 58 | 304 | 17 | 10 | 291 | 42 | — | — | — | — | — | — |
| 2019 | 28 | INTL | Tomateros de Culiacan | — | 71 | 65 | 17 | 1 | 0 | 1 | 5 | 14 | 0 | 1 | 1 | 262 | 314 | 323 | 637 | 62 | 314 | 20 | 7 | 288 | 81 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2012 | 21 | A MLE | Peoria Chiefs | — | 135 | 125 | 25 | 6 | 1 | 0 | 7 | 35 | 0 | 2 | 1 | 200 | 242 | 264 | 506 | 64 | 261 | 26 | 5 | 212 | 30 | — | — | — | — | — | — |
| 2013 | 22 | A+ MLE | Daytona Cubs | — | 160 | 149 | 37 | 6 | 3 | 2 | 10 | 32 | 0 | 3 | 0 | 248 | 296 | 369 | 665 | 121 | 299 | 20 | 6 | 284 | 78 | — | — | — | — | — | — |
| 2013 | 22 | A MLE | Kane County Cougars | — | 211 | 192 | 51 | 8 | 0 | 2 | 13 | 35 | 2 | 5 | 3 | 266 | 319 | 339 | 657 | 73 | 301 | 17 | 6 | 287 | 80 | — | — | — | — | — | — |
| 2014 | 23 | A+ MLE | Daytona Cubs | — | 438 | 396 | 91 | 19 | 4 | 9 | 30 | 129 | 9 | 4 | 8 | 230 | 299 | 366 | 665 | 136 | 311 | 29 | 7 | 291 | 83 | — | — | — | — | — | — |
| 2015 | 24 | AA MLE | Tennessee Smokies | — | 433 | 377 | 87 | 18 | 4 | 3 | 47 | 76 | 2 | 7 | 4 | 231 | 319 | 324 | 643 | 93 | 274 | 18 | 11 | 287 | 80 | — | — | — | — | — | — |
| 2016 | 25 | AAA MLE | Iowa Cubs | — | 81 | 72 | 18 | 4 | 0 | 1 | 5 | 17 | 1 | 0 | 0 | 250 | 308 | 347 | 655 | 97 | 294 | 21 | 6 | 289 | 82 | — | — | — | — | — | — |
| 2016 | 25 | AA MLE | Tennessee Smokies | — | 294 | 267 | 74 | 17 | 0 | 7 | 24 | 60 | 1 | 0 | 0 | 277 | 339 | 419 | 759 | 142 | 331 | 20 | 8 | 331 | 110 | — | — | — | — | — | — |
| 2017 | 26 | AAA MLE | Iowa Cubs | — | 329 | 300 | 78 | 13 | 2 | 6 | 25 | 76 | 2 | 3 | 2 | 260 | 321 | 377 | 698 | 117 | 325 | 23 | 8 | 307 | 94 | — | — | — | — | — | — |
| 2018 | 27 | AAA MLE | Iowa Cubs | — | 387 | 357 | 75 | 11 | 0 | 2 | 22 | 87 | 2 | 2 | 2 | 210 | 260 | 258 | 518 | 48 | 262 | 22 | 6 | 230 | 42 | — | — | — | — | — | — |
| 2012 | 21 | A MLE | Peoria Chiefs | — | 135 | 125 | 25 | 6 | 1 | 0 | 7 | 35 | 0 | 2 | 1 | 200 | 242 | 264 | 506 | 64 | 278 | 26 | 5 | 212 | 30 | — | — | — | — | — | — |
| 2012 | 21 | A RAW | Peoria Chiefs | — | 135 | 122 | 27 | 7 | 1 | 0 | 10 | 26 | 0 | 2 | 1 | 221 | 280 | 295 | 575 | 74 | 281 | 19 | 7 | 258 | 30 | — | — | — | — | — | — |
| 2013 | 22 | A MLE | 2 teams | — | 371 | 341 | 87 | 14 | 3 | 3 | 23 | 67 | 2 | 8 | 3 | 255 | 306 | 340 | 646 | 85 | 305 | 18 | 6 | 286 | 80 | — | — | — | — | — | — |
| 2013 | 22 | A RAW | 2 teams | — | 371 | 330 | 98 | 16 | 3 | 4 | 34 | 49 | 2 | 8 | 3 | 297 | 366 | 400 | 766 | 103 | 335 | 13 | 9 | 342 | 80 | — | — | — | — | — | — |
| 2014 | 23 | A+ MLE | 2 teams | — | 485 | 438 | 101 | 21 | 5 | 10 | 33 | 143 | 9 | 8 | 8 | 231 | 298 | 370 | 668 | 139 | 314 | 29 | 7 | 291 | 83 | — | — | — | — | — | — |
| 2014 | 23 | A+ RAW | 2 teams | — | 485 | 424 | 122 | 24 | 7 | 11 | 47 | 90 | 9 | 8 | 8 | 288 | 371 | 455 | 826 | 167 | 338 | 19 | 10 | 365 | 83 | — | — | — | — | — | — |
| 2015 | 24 | AA MLE | Tennessee Smokies | — | 433 | 377 | 87 | 18 | 4 | 3 | 47 | 76 | 2 | 7 | 4 | 231 | 319 | 324 | 643 | 93 | 280 | 18 | 11 | 287 | 80 | — | — | — | — | — | — |
| 2015 | 24 | AA RAW | Tennessee Smokies | — | 433 | 357 | 93 | 19 | 4 | 4 | 67 | 60 | 2 | 7 | 4 | 261 | 380 | 370 | 750 | 109 | 302 | 14 | 15 | 340 | 80 | — | — | — | — | — | — |
| 2016 | 25 | AA MLE | 2 teams | — | 375 | 340 | 93 | 22 | 0 | 8 | 28 | 78 | 2 | 0 | 0 | 274 | 332 | 409 | 741 | 135 | 329 | 21 | 7 | 322 | 104 | — | — | — | — | — | — |
| 2016 | 25 | AA RAW | 2 teams | — | 375 | 326 | 100 | 22 | 0 | 10 | 42 | 63 | 2 | 0 | 0 | 307 | 389 | 466 | 855 | 160 | 350 | 17 | 11 | 377 | 104 | — | — | — | — | — | — |
| 2017 | 26 | AAA MLE | Iowa Cubs | — | 329 | 300 | 78 | 13 | 2 | 6 | 25 | 76 | 2 | 3 | 2 | 260 | 321 | 377 | 698 | 117 | 329 | 23 | 8 | 307 | 94 | — | — | — | — | — | — |
| 2017 | 26 | AAA RAW | Iowa Cubs | — | 329 | 289 | 85 | 16 | 2 | 7 | 36 | 64 | 2 | 3 | 2 | 294 | 376 | 436 | 812 | 142 | 356 | 19 | 11 | 362 | 94 | — | — | — | — | — | — |
| 2018 | 27 | AAA MLE | Iowa Cubs | — | 387 | 357 | 75 | 11 | 0 | 2 | 22 | 87 | 2 | 2 | 2 | 210 | 260 | 258 | 518 | 48 | 269 | 22 | 6 | 230 | 42 | — | — | — | — | — | — |
| 2018 | 27 | AAA RAW | Iowa Cubs | — | 387 | 342 | 86 | 14 | 0 | 2 | 37 | 67 | 2 | 2 | 2 | 251 | 328 | 310 | 638 | 58 | 304 | 17 | 10 | 291 | 42 | — | — | — | — | — | — |
| 2019 | 28 | INTL MLE | Tomateros de Culiacan | — | 71 | 65 | 17 | 1 | 0 | 1 | 5 | 14 | 0 | 1 | 1 | 262 | 314 | 323 | 637 | 62 | 314 | 20 | 7 | — | — | — | — | — | — | — | — |
| 2019 | 28 | INTL RAW | Tomateros de Culiacan | — | 71 | 65 | 17 | 1 | 0 | 1 | 5 | 14 | 0 | 1 | 1 | 262 | 314 | 323 | 637 | 62 | 314 | 20 | 7 | 288 | 81 | — | — | — | — | — | — |
| 2012 | 21 | A MLE | Peoria Chiefs | — | 135 | 127 | 25 | 6 | 1 | 0 | 7 | 35 | 0 | 2 | 1 | 197 | 242 | 260 | 502 | 63 | 261 | 26 | 5 | 212 | 30 | — | — | — | — | — | — |
| 2013 | 22 | A MLE | 2 teams | — | 371 | 343 | 87 | 14 | 3 | 3 | 23 | 67 | 2 | 8 | 3 | 254 | 306 | 338 | 644 | 85 | 300 | 18 | 6 | 286 | 80 | — | — | — | — | — | — |
| 2014 | 23 | A+ MLE | 2 teams | — | 485 | 440 | 101 | 21 | 5 | 10 | 33 | 143 | 9 | 8 | 8 | 230 | 298 | 368 | 666 | 139 | 311 | 29 | 7 | 291 | 83 | — | — | — | — | — | — |
| 2015 | 24 | AA MLE | Tennessee Smokies | — | 433 | 381 | 87 | 18 | 4 | 3 | 47 | 76 | 2 | 7 | 4 | 228 | 319 | 320 | 639 | 92 | 274 | 18 | 11 | 287 | 80 | — | — | — | — | — | — |
| 2016 | 25 | AA MLE | 2 teams | — | 375 | 342 | 93 | 22 | 0 | 8 | 28 | 78 | 2 | 0 | 0 | 272 | 332 | 406 | 739 | 135 | 323 | 21 | 7 | 322 | 104 | — | — | — | — | — | — |
| 2017 | 26 | AAA MLE | Iowa Cubs | — | 329 | 299 | 78 | 13 | 2 | 6 | 25 | 76 | 2 | 3 | 2 | 261 | 321 | 378 | 699 | 117 | 325 | 23 | 8 | 307 | 94 | — | — | — | — | — | — |
| 2018 | 27 | AAA MLE | Iowa Cubs | — | 387 | 360 | 75 | 11 | 0 | 2 | 22 | 87 | 2 | 2 | 2 | 208 | 260 | 256 | 515 | 47 | 262 | 22 | 6 | 230 | 42 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 2586 | 2343 | 563 | 106 | 15 | 33 | 190 | 576 | 19 | 31 | 21 | 240 | 303 | 341 | 643 | 100 | 302 | 22 | 7 | 275 | 72 | -86 | -2 | +0 | -28 | +56 | -6.1 | |
| / 162G | — | MLE | — | 650 | 589 | 142 | 27 | 4 | 8 | 48 | 145 | 5 | 8 | 5 | 241 | 304 | 341 | 645 | 100 | 304 | 22 | 7 | 275 | 72 | -22 | -0 | +0 | -7 | +14 | -1.5 | |
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 AAAIowa Cubs · 387 PAwOBA .284 → .230 (−54)K% 17.3% → 22.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.31% | ÷0.993 | ×1.290 | — | — | 22.49% |
| BB% (unintentional) /PA | 9.04% | ÷1.116 | ×0.710 | — | ×1.003 | 5.77% |
| HBP% /PA | 0.52% | — | ×0.980 | — | ×1.003 | 0.51% |
| Singles /BIP | 25.45% | ÷1.033 | ×0.900 | ×1.012 | ×1.003 | 22.49% |
| Doubles /BIP | 5.09% | ÷1.091 | ×0.810 | ×1.012 | ×1.003 | 3.83% |
| Triples /BIP | 0.00% | ÷1.024 | ×0.810 | ×1.012 | ×1.003 | 0.00% |
| Home runs /BIP | 0.73% | ÷0.919 | ×0.780 | — | ×1.003 | 0.62% |
Factors used: league row PCL. Park (home-season share, regressed): HR 84, 1B 107, 2B 118, 3B 105, K 99, BB 123 — 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 ×1.012.
Result: wOBA .284 → .230; ISO .058 → .046; BABIP .304 → .262. 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 AAAIowa Cubs · 329 PAwOBA .352 → .307 (−45)K% 19.5% → 23.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.45% | ÷1.083 | ×1.290 | — | — | 23.17% |
| BB% (unintentional) /PA | 10.33% | ÷0.965 | ×0.710 | — | ×1.018 | 7.74% |
| HBP% /PA | 0.61% | — | ×0.980 | — | ×1.018 | 0.61% |
| Singles /BIP | 26.67% | ÷0.991 | ×0.900 | ×1.027 | ×1.018 | 25.31% |
| Doubles /BIP | 7.11% | ÷1.056 | ×0.810 | ×1.027 | ×1.018 | 5.70% |
| Triples /BIP | 0.89% | ÷1.042 | ×0.810 | ×1.027 | ×1.018 | 0.72% |
| Home runs /BIP | 3.11% | ÷0.899 | ×0.780 | — | ×1.018 | 2.75% |
Factors used: league row PCL. Park (home-season share, regressed): HR 80, 1B 98, 2B 111, 3B 108, K 117, BB 93 — applied at half strength. Age: age 26 vs a level average of 27.2 → +1.8% on BB/HBP/hit rates (1.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.027.
Result: wOBA .352 → .307; ISO .142 → .120; BABIP .356 → .325. 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 AATennessee Smokies · 294 PAwOBA .381 → .331 (−50)K% 16.7% → 20.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.67% | ÷0.992 | ×1.220 | — | — | 20.51% |
| BB% (unintentional) /PA | 11.56% | ÷0.982 | ×0.680 | — | ×0.998 | 7.99% |
| HBP% /PA | 0.34% | — | ×0.840 | — | ×0.998 | 0.29% |
| Singles /BIP | 26.09% | ÷1.013 | ×0.920 | ×1.017 | ×0.998 | 24.05% |
| Doubles /BIP | 8.21% | ÷0.918 | ×0.910 | ×1.017 | ×0.998 | 8.26% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.880 | ×1.017 | ×0.998 | 0.00% |
| Home runs /BIP | 4.35% | ÷1.059 | ×0.800 | — | ×0.998 | 3.28% |
Factors used: league row SL. Park (home-season share, regressed): HR 112, 1B 103, 2B 84, 3B 80, K 98, BB 96 — 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 ×1.017.
Result: wOBA .381 → .331; ISO .172 → .148; BABIP .355 → .331. 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 AAAIowa Cubs · 81 PAwOBA .330 → .289 (−42)K% 17.3% → 21.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.28% | ÷1.037 | ×1.290 | — | — | 21.50% |
| BB% (unintentional) /PA | 8.64% | ÷1.034 | ×0.710 | — | ×1.033 | 6.13% |
| HBP% /PA | 1.23% | — | ×0.980 | — | ×1.033 | 1.25% |
| Singles /BIP | 25.00% | ÷1.006 | ×0.900 | ×0.960 | ×1.033 | 22.17% |
| Doubles /BIP | 8.93% | ÷0.927 | ×0.810 | ×0.960 | ×1.033 | 7.73% |
| Triples /BIP | 0.00% | ÷0.945 | ×0.810 | ×0.960 | ×1.033 | 0.00% |
| Home runs /BIP | 1.79% | ÷0.890 | ×0.780 | — | ×1.033 | 1.62% |
Factors used: league row PCL. Park (home-season share, regressed): HR 78, 1B 101, 2B 85, 3B 89, K 107, BB 107 — 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 ×0.960.
Result: wOBA .330 → .289; ISO .114 → .104; BABIP .333 → .294. 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 AATennessee Smokies · 433 PAwOBA .333 → .287 (−45)K% 13.9% → 17.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.86% | ÷0.967 | ×1.220 | — | — | 17.48% |
| BB% (unintentional) /PA | 15.24% | ÷0.959 | ×0.680 | — | ×1.012 | 10.94% |
| HBP% /PA | 0.46% | — | ×0.840 | — | ×1.012 | 0.39% |
| Singles /BIP | 22.22% | ÷1.026 | ×0.920 | ×1.005 | ×1.012 | 20.27% |
| Doubles /BIP | 6.40% | ÷0.998 | ×0.910 | ×1.005 | ×1.012 | 5.93% |
| Triples /BIP | 1.35% | ÷1.058 | ×0.880 | ×1.005 | ×1.012 | 1.14% |
| Home runs /BIP | 1.35% | ÷1.048 | ×0.800 | — | ×1.012 | 1.04% |
Factors used: league row SL. Park (home-season share, regressed): HR 110, 1B 105, 2B 100, 3B 112, K 93, BB 92 — 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 ×1.005.
Result: wOBA .333 → .287; ISO .109 → .098; BABIP .302 → .274. 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 A+Daytona Cubs · 438 PAwOBA .354 → .291 (−62)K% 19.9% → 29.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.86% | ÷0.959 | ×1.420 | — | — | 29.42% |
| BB% (unintentional) /PA | 9.59% | ÷1.044 | ×0.750 | — | ×0.998 | 6.88% |
| HBP% /PA | 2.05% | — | ×0.930 | — | ×0.998 | 1.91% |
| Singles /BIP | 23.57% | ÷0.995 | ×0.920 | ×1.001 | ×0.998 | 21.76% |
| Doubles /BIP | 7.41% | ÷1.006 | ×0.960 | ×1.001 | ×0.998 | 7.06% |
| Triples /BIP | 2.02% | ÷0.986 | ×0.810 | ×1.001 | ×0.998 | 1.66% |
| Home runs /BIP | 3.37% | ÷0.930 | ×0.880 | — | ×0.998 | 3.18% |
Factors used: league row FSL. Park (home-season share, regressed): HR 86, 1B 99, 2B 101, 3B 97, K 92, BB 109 — 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 ×1.001.
Result: wOBA .354 → .291; ISO .167 → .140; BABIP .338 → .311. 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 AKane County Cougars · 211 PAwOBA .345 → .287 (−58)K% 11.8% → 16.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.85% | ÷0.980 | ×1.360 | — | — | 16.44% |
| BB% (unintentional) /PA | 9.48% | ÷1.047 | ×0.690 | — | — | 6.24% |
| HBP% /PA | 0.95% | — | ×0.780 | — | — | 0.74% |
| Singles /BIP | 29.38% | ÷1.091 | ×0.920 | ×1.030 | — | 25.50% |
| Doubles /BIP | 5.62% | ÷0.990 | ×0.830 | ×1.030 | — | 4.86% |
| Triples /BIP | 0.00% | ÷1.105 | ×0.910 | ×1.030 | — | 0.00% |
| Home runs /BIP | 1.25% | ÷0.913 | ×0.800 | — | — | 1.10% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 83, 1B 118, 2B 98, 3B 121, K 96, BB 109 — 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 ×1.030.
Result: wOBA .345 → .287; ISO .081 → .071; BABIP .348 → .301. 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+Daytona Cubs · 160 PAwOBA .325 → .284 (−41)K% 15.0% → 20.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.00% | ÷1.066 | ×1.420 | — | — | 19.99% |
| BB% (unintentional) /PA | 8.75% | ÷1.032 | ×0.750 | — | ×1.012 | 6.43% |
| HBP% /PA | 0.00% | — | ×0.930 | — | ×1.012 | 0.00% |
| Singles /BIP | 23.14% | ÷1.015 | ×0.920 | ×1.047 | ×1.012 | 22.23% |
| Doubles /BIP | 5.79% | ÷1.132 | ×0.960 | ×1.047 | ×1.012 | 5.20% |
| Triples /BIP | 2.48% | ÷0.900 | ×0.810 | ×1.047 | ×1.012 | 2.36% |
| Home runs /BIP | 1.65% | ÷1.144 | ×0.880 | — | ×1.012 | 1.29% |
Factors used: league row FSL. Park (home-season share, regressed): HR 129, 1B 103, 2B 126, 3B 80, K 113, BB 106 — applied at half strength. Age: age 22 vs a level average of 22.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.047.
Result: wOBA .325 → .284; ISO .131 → .112; BABIP .317 → .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).
Not traceable per stint: some stints lack the counting stats the component translation needs. Level-wide factors that apply instead — .