Tuesday, February 23, 2010

2010 CAIRO Projections v0.4

I've uploaded the latest version of CAIRO, which can be downloaded here. As far as what's new:

- Updated for roster changes

- Fixed Juan Rivera's projection (there was another Juan Rivera that made his projection worse than it should have been)

- For position players, I've changed how I calculate offensive replacement level to match how it's done on Fangraphs and The Book. I used to calculate my own position adjustment based on a weighted average of the prior four years, but I figure it's better to be consistent with how other places do it as long as it's based on a solid methodology.

- I've updated the tab for the latest projected standings.

- The depth charts I'm using for my simulations have been updated to reflect all the recent roster activity through Chan Ho Park signing with the Yankees, and I've added simulated runs and RBIs to the hitter depth charts.

- I've added a tab for projected wOBA platoon splits for any players who've seen major league action. I'm using the methodology outlined in this post at Another Cubs Blog, which is a very good sabermetrically-inclined blog. In a nutshell:

1) Calculate the player's career wOBA split vs. LHP/RHP
2) Regress the split based on the research from The Book which shows that we should regress RHB against 2200 PAs, LHB against 1000 PAs, and switch-hitters against 600 PAs.
3) Use the player's historical PA distributions to figure out how his playing time will be distributed against LHP/RHP
4) Use all of the above with his projected wOBA to figure out his projected 2010 wOBA splits

It's pre-filled with CAIRO's 2010 wOBA projections, but you can replace those with any projected wOBA you want and it will re-calculate them.

- I added a tab which will let you play around with a team's lineup and bench to figure out how the entire team projects. I'll probably add a similar tab for pitching in the next update. You can change players, position and PAs and it will calculate everything else.

I'll again reiterate that the depth charts and projected standings are STILL EXTREMELY PRELIMINARY and SHOULD NOT BE TAKEN TOO SERIOUSLY. I'll make the same suggestion about reading that sentence again slowly with your lips moving if you can't understand it. If you can't do that while breathing through your mouth, read a word, take a breath, read the next word, repeat.

And here's how the latest projected standings look.

Date 2/23/2010
Iterations 50000
American League
TM W L RS RA Div WC W+/- RS+/- RA+/- Std W
Yankees 99.4 62.6 881 693 46.3% 24.0% -3.6 -34 -60 91-107
Red Sox 93.8 68.2 824 688 27.4% 24.6% -1.2 -48 -48 86-102
Rays 93.1 68.9 783 665 25.0% 24.0% 9.1 -20 -89 85-101
Orioles 68.5 93.5 746 855 1.0% 1.8% 4.5 5 -21 60-79
Blue Jays 64.3 97.7 661 794 0.4% 0.9% -10.7 -137 23 56-76
TM W L RS RA Div WC W+/- RS+/- RA+/- Std W
Twins 83.2 78.8 799 786 28.7% 3.4% -3.8 -18 21 75-92
White Sox 81.8 80.2 738 741 24.7% 3.3% 2.8 14 9 74-91
Indians 80.8 81.2 798 807 21.9% 3.2% 15.8 25 -58 73-90
Tigers 80.3 81.7 735 752 20.8% 3.1% -5.7 -8 7 72-90
Royals 67.5 94.5 715 846 3.9% 0.7% 2.5 29 4 59-79
TM W L RS RA Div WC W+/- RS+/- RA+/- Std W
Mariners 82.6 79.4 702 680 30.1% 3.0% -2.4 62 -12 74-92
Rangers 81.4 80.6 761 765 27.2% 2.9% -5.6 -23 25 73-91
Angels 80.7 81.3 746 742 25.0% 2.9% -16.3 -137 -19 73-90
Athletics 77.6 84.4 679 703 17.7% 2.2% 2.6 -80 -58 70-87
National League
TM W L RS RA Div WC W+/- RS+/- RA+/- Std W
Phillies 91.7 70.3 810 708 46.9% 8.7% -1.3 -10 -1 84-100
Braves 84.5 77.5 737 708 23.4% 8.1% -1.5 2 67 76-93
Marlins 80.0 82.0 762 771 14.1% 5.8% -7.0 -10 5 72-89
Mets 77.1 84.9 744 778 9.9% 4.2% 7.1 73 21 69-87
Nationals 73.1 88.9 700 779 5.8% 2.7% 14.1 -10 -95 65-83
TM W L RS RA Div WC W+/- RS+/- RA+/- Std W
Cardinals 90.6 71.4 719 644 36.6% 12.0% -0.4 -11 4 83-99
Reds 85.5 76.5 744 711 22.2% 10.0% 7.5 71 -12 77-94
Cubs 83.8 78.2 729 712 17.8% 9.4% 0.8 22 40 76-93
Brewers 83.8 78.2 736 718 17.5% 9.2% 3.8 -49 -100 76-93
Pirates 73.6 88.4 676 747 4.8% 3.3% 11.6 40 -21 65-84
Astros 64.1 97.9 654 812 1.1% 0.7% -9.9 11 42 56-76
TM W L RS RA Div WC W+/- RS+/- RA+/- Std W
Rockies 84.7 77.3 796 764 27.4% 6.6% -7.3 -8 49 77-94
Dodgers 84.6 77.4 714 678 27.0% 6.2% -10.4 -66 67 77-93
Diamondbacks 81.5 80.5 738 728 19.3% 5.3% 11.5 18 -54 73-91
Giants 78.3 83.7 674 702 13.3% 4.0% -9.7 17 91 70-88
Padres 77.9 84.1 631 657 12.9% 3.9% 2.9 -7 -112 70-88


W: Projected 2010 wins
L: Projected 2010 losses
RS: Projected 2010 runs scored
RA: Projected 2010 runs allowed
Div: Division win percentage
WC: Wild card win percentage
W+/-: 2010 projected wins minus 2009 actual wins
RS+/-: 2010 projected runs scored minus 2009 actual runs scored (positive means they are projected to score more)
RA+/-: 2010 projected runs allowed minus 2009 actual runs allowed (negative means they are projected to allow fewer)
StD W: Wins within one standard deviation


Baseball Prospectus thinks the Yankees are more like an 89 win team, although that could and probably will change, again. Their runs scored projection of 847 runs doesn't jive with their projected team line of .278/.367/.458. Of the 28 teams in MLB history to hit for an OPS of at least .825, the fewest runs scored by any of them was 897. Maybe they think the Yankees are going to hit into 100 extra double plays than an average team, or maybe they think they'll be -50 in baserunning. Or maybe they think the entire team will catch the Cano with RISP bug.

I'm going to be on vacation for the rest of the week, but I've asked Jonathan and Kyle to keep the site updated.

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