1. Step 1 is to find an initial true-talent BA for ballparks, using batters' BA and pitchers' BA allowed.
If a .300 batter faces a .280 pitcher and the MLB average is .250 (reg. and p.s. numbers combined), what is the xBA (expected batting avg.) for the at-bat?
B x P / L = .429 x .389 / .333 = .5
.5 to 1 odds, or an xBA = .5 (.5 + 1) = .333
If the hitter gets a hit, the ballpark gets (1 - .333) = .667 HAA.
If the hitter has a hitless at-bat, the ballpark gets (0 - .333) = -.333 HAA.
Take the sum of all at-bats in the ballpark and multiply by the MLB BA, then add the total HAA for all at-bats in that ballpark. Divide by ballpark at-bats, and that's the first version of the ballpark's true-talent BA.
((pAB x lgBA) + pHAA) / pAB = pBA1
2. Now I repeat the process, but for pitchers' true-talent BA.
battersBA + ballparkBA1* - mlbBA = pitchers xBA
* initial true-talent estimate of ballpark BA from step 1 above.
A .300 batter in a .230 park in a .250 league:
A hit = (1 - .28) = .72 HAA. Hitless at-bat = -.28 HAA.
((pAB x lgBA) + pHAA) / pAB = pBA1
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