This post was inspired by this post, which detailed the optimized lineup for the Indians. I want to do the same thing with the Blue Jays. The data I am using is the Cairo projections (found here), which project a player's upcoming season based on weighted average of a player's past few seasons. The statistic that is used to figure out the optimal lineup is wOBA, or weighted on-base average. Two good explanations of the statistic can be found here and here. In short, wOBA combines on-base percentage and slugging percentage into one statistic, scaled to OBP, so it is easy to understand. Why not simply use on-base plus slugging? For one, OPS weighs OBP and SLG equally, while in reality OBP is more important. wOBA is calculated using the actual run values of each event, so it will better predict how much more valuable something is worth rather than simply OPS.
Although it sounds confusing, and the math behind it is, the end result is one simple number which tells you how valuable a player is to his team while hitting. If this sounds similar to Wins Above Replacement, it's because wOBA is used to calculate the hitting aspect of WAR.
Now, onto the data. Here are the splits for all of the Blue Jays involved in the Cairo projections.
Player | Projected wOBA | Vs L | Vs R |
Jose Bautista | .373 | .367 | .375 |
Travis Snider | .339 | .314 | .344 |
J.P. Arencibia | .335 | .350 | .327 |
Adam Lind | .331 | .293 | .345 |
Edwin Encarnacion | .331 | .349 | .325 |
Juan Rivera | .329 | .343 | .323 |
Luis Figueroa | .329 | .327 | .330 |
Randy Ruiz | .328 | .339 | .322 |
Yunel Escobar | .326 | .335 | .322 |
Rajai Davis | .325 | .339 | .318 |
Aaron Hill | .321 | .336 | .316 |
Jason Lane | .312 | .323 | .306 |
Chris Aguila | .309 | .317 | .304 |
Mike McCoy | .307 | .320 | .298 |
John McDonald | .288 | .302 | .281 |
Callix Crabbe | .285 | .288 | .283 |
Jose Molina | .283 | .297 | .276 |
I am going to use lineups against both LH and RH pitchers, as the projections include platoon splits. The optimal lineup, according to sabermetrics, is #1, #4, #2, #5, #3, #6, #7, #8, #9 in terms of avoiding outs. So the highest wOBA will be first, then 4th, all the way to 9th.
Lineup vs. LHP
# | Name | Position | wOBA |
1 | Jose Bautista | RF | .367 |
2 | Edwin Encarnacion | 3B | .349 |
3 | Randy Ruiz | 1B | .339 |
4 | J.P. Arencibia | C | .350 |
5 | Juan Rivera | LF | .343 |
6 | Rajai Davis | CF | .339 |
7 | Aaron Hill | 2B | .336 |
8 | Yunel Escobar | SS | .335 |
9 | Luis Figueroa | DH | .327 |
Lineup vs. RHP
# | Name | Position | wOBA |
1 | Jose Bautista | CF | .375 |
2 | Travis Snider | LF | .344 |
3 | J.P. Arencibia | C | .327 |
4 | Adam Lind | 1B | .345 |
5 | Luis Figueroa | 2B | .330 |
6 | Edwin Encarnacion | 3B | .325 |
7 | Juan Rivera | RF | .323 |
8 | Randy Ruiz | DH | .322 |
9 | Yunel Escobar | SS | .322 |
We can see some interesting things in the two lineups. Seven players appear in both lineups, although maybe not who you would think: Bautista, Encarnacion, Ruiz, Arencibia, Rivera, Escobar, and Figueroa. Rajai Davis and Aaron Hill are only hitting against lefties, and Lind and Snider are only hitting against righties.
The projections are obviously not perfect, if Luis Figueroa is starting every day for the Jays, but they do provide some insight into where certain hitters should hit. With a league average wOBA of .321 last year in the majors, the Jays' lineups should be much better than average again this year, even with the loss of Vernon Wells and John Buck.
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