2007 Baseball Player All-Star Rankings - Methodology
2007 Player Rankings, Methodology
1. Choice of players - Players are all hitters, taken from predicted top 14 ESPN fantasy league baseball projections. These can be found here.
2. Definitions:
AVGS = Average MLB Salary in 2006 (from MLB.com) = $2,699,292.
Offensive Measures:
∆SLG = Slugging Percentage (for player, 2006) - Slugging Percentage (for player's league)
HRP = Home run Premium = 25% of Average Player Salary (2006)*Home runs (2006)
Defensive Measure:
∆FP = Fielding Percentage (for player, 2006) - Fielding Percentage (for player's league)
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3. Worth - The philosophy behind the new statistic, "worth" , created by Jason Anastasopoulos
at the Labor & Worklife Program at Harvard Law School is that a
player's "true worth" should be a function of the average MLB salary
(AVGS) plus a premium (P) for superior offensive (O) and/or defensive
(D) performance and an additional premium for homeruns (HRP).
Offensive performance is weighted more heavily than defensive (80% [40% from Home run premium, 40% from ∆SLG] v. 20% , respectively) because differences in Fielding Percentage often vary greatly according to the position that a player is in. The formula is below:
Players Worth = AVGS + P = AVGS + [O + D + HRP]
= AVGS + [(0.4)*∆SLG*AVGS + (0.2)*∆FP*AVGS + (0.4)*HRP*AVGS]
4. How Players Were Ranked - After calculating Worth, it was determined whether players were overpaid/underpaid by using this formula:
Overpaid/Underpaid = Player's 2006 Salary - Player's Worth
Using this measure , players were then ranked from lowest to
highest. Those players that had a (-) dollar amount meant that they
were getting "less than they were worth" given their performance and
the average MLB salary in 2006 and thus were underpaid.
Those with (+) dollar amounts using this formula meant that they
were getting "more than they were worth" given their performance and
the average MLB salary in 2006, thus they were "overpaid".
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