Showing posts with label probability. Show all posts
Showing posts with label probability. Show all posts

Tuesday, October 27, 2009

2009 World Series in a Statshell: New York is Probably Going to Win

Hello fellow baseball travellers, and welcome to the World Series! My friends who favor the Cubs are probably not bothering with this series, but my fellow New Yorkers have brought out their Yankees paraphernalia in full force: World Series-mania has hit the Big Apple with a vengeance. Will A-Rod become the new Mr. October? Will Derek Jeter continue his mastery of November? Will Mark Teixeira, CC Sabathia and AJ Burnett finally bring peace to the long-suffering Gothamites (well, they haven't won either in this century or in this millennium after all...)?

Well, the City of Brothelly Love will certainly try to keep that suffering going longer. What do the numbers say? Well, Yankee's fans, this is your year. I almost didn't even bother running the numbers, thinking it was extremely lop-sided. It actually isn't. While the Bronx Bombers have a 56% chance of winning the Series, that is certainly not the highest probability I've ever seen. I was surprised to find that the Phillies have an excellent Away record (check out the table below), and that the Yankees are a little vulnerable there. Even though they have a better than 50/50 chance of winning, it's only slightly better.

If the Phillies win the first game, it gives them an immediate 61% of taking the series. Of course if the Yanks win it'll be even more dire for the Sons of the Liberty Bell: New York would have a commanding 70/30 chance to win the Series.

Game on!

World Series H PWP A PWP Win Sweep
Phillies 0.553 0.592 44% 5%

Yankees

0.621 0.571 56% 8%

H PWP = Home Pythagorean Winning Percentage
A PWP = Away Pythagorean Winning Percentage
These numbers were used to calculate the log5 win probabilities for each team and each game in the series. No I did not look at pitcher vs. team since the sample size is too small. See my post from last year about what it is and how it works.

Thursday, October 23, 2008

Winning the First Game on the Road Gives Huge Boost to Win Probability for Phillies


WS
H PWP A PWP Win Sweep
Rays 0.628 0.515 30% 0%
Phillies 0.598 0.561 70% 16%





Taking away the home-field advantage from the Rays puts the Phillies in position to do what they could not in 1993: win the World Series. Although they do have 70% chance of winning now, the Rays still have a 60% chance of winning Game 2, which could swing things back to at least toss-up status.

Monday, October 20, 2008

Phillies Are No Slouches--Rays Have a Tough Series Even With Home Advantage

Back when the Cubs were the team to beat, I always thought the Phillies would present the toughest challenge. I should have known better that, once October rolls around, even a team made up of Florida Seniors could beat them. One thing I also knew, is that both Boston or Tampa Bay were better than any NL team. So if we look at the numbers alone, sans context, the World Series will be a toss-up, with the slight advantage going to the Phillies, based on their Road record particularly. 

The big caveat in this, though, is that the Phils play in the National League which is not as strong a league as the AL, and particularly not as strong as the survivor of the AL East, which is a beast (and I will stop the rhyme there).

Whoever wins the first game will certainly get the edge, because then, in either case, that winner will hold a 70% chance of taking the Series.

WS H PWP A PWP Win Sweep
Rays 0.628 0.515 49% 5%
Phillies 0.598 0.561 51% 7%





Monday, October 13, 2008

Home for Three

Rays are back in it, as are the Dodgers. The Dodgers have the second best winning percentage at home, Red Sox have the best. I bet LA will win at least one more home game. The Red Sox could very well sweep at home (hence the great chance of winning still, even though the series is 1-1).

ALCS H PWP A PWP Win Sweep
Rays 0.628 0.515 41% 0%
Red Sox 0.652 0.534 59% 0%
         
NLDS
Phillies 0.598 0.561 72% 0%
Dodgers 0.637 0.407 28% 0%

Saturday, October 11, 2008

According to Hoyle...

Odds for the Phillies making it to the Series have gone up sharply with their two victories, and winning the first game has made a world (series) of difference for the Red Sox, who now are most likely to win the series. The Dodgers home winning percentage probably means that they should be able to win at least one at home, but the Phillies are no slouches on the road.

ALCS H PWP A PWP Win Sweep
Rays 0.628 0.515 30% 0%
Red Sox 0.652 0.534 70% 16%
         
NLDS
Phillies 0.598 0.561 82% 18%
Dodgers 0.637 0.407 18% 0%

Monday, October 6, 2008

Die Another Day

The Angels and White Sox live to fight another day and keep slim hopes alive: both of them have the exact same odds to overcome, a 1 in 5 chance of winning their ALDS series. And in case you so enjoyed my anatomy of a stat, here's another one. What are the chances of the White Sox facing the Angels in the ALCS?
1/5 x 1/5 (each is the chance that they will make it to the next round) = 1/25 or 1 in 25 chances would this happen. I've seen worse odds...

Congratulations to the LA Party Poopers, I mean Dodgers, and the Phillies.

ALDS H PWP A PWP Win Sweep
Angels 0.539 0.556 20% 0%
Red Sox 0.652 0.534 80% 0%
         
Rays 0.628 0.515 80% 0%
White Sox 0.644 0.441 20% 0%
         
NLDS
Cubs 0.649 0.593 0% 0%
Dodgers 0.637 0.454 100% 100%
         
Phillies 0.598 0.561 100% 0%
Brewers 0.635 0.522 0% 0%


Thursday, October 2, 2008

Rays and Red Sox Increase Their Odds, Things Look Bad For Angels and White Sox

The Angels and the White Sox have basically a 1 in 4 chance of making it to the ALCS. Looks like I might not be able to spin out my long-awaited probability of the Cubs meeting the White Sox in the World Series.

The Phillies are playing right now and beating Sabathia badly. The question on the Hot Stove circuit will certainly be "Is it too many starts on 3-days rest down the stretch or is he just not a 'clutch' or capable playoff pitcher?" Last year in the playoffs, his ERA was 9.00...

ALDS H PWP A PWP Win Sweep
Angels 0.539 0.556 24% 0%
Red Sox 0.652 0.534 76% 30%
         
Rays 0.628 0.515 74% 25%
White Sox 0.644 0.441 26% 0%
         
NLDS
Cubs 0.649 0.593 42% 0%
Dodgers 0.637 0.454 58% 17%
         
Phillies 0.598 0.561 69% 24%
Brewers 0.635 0.522 31% 0%


Sunday, September 28, 2008

Playoff Prediction or Fun With Pythagorean, Log5 and Probabilities: Cubs, Phillies, Red Sox Will Advance

Alright folks (all 60 of you now!), you'll hear it here first: the Red Sox will upset the Angels. The Red Sox have an almost 60% chance of taking the series, mostly on the strength of better record on the road, and an unbelievable record at home.

The Rays will almost certainly beat whoever they play, be it the depleted Twins or depleted White Sox.

The Cubs, on the strength of an excellent road record, also have a great chance to proceed to the NLCS, 67% (the most of any of the post-season aspirants). Their home record vs. the road record of the Dodgers is very big, and their excellent road record can almost nullify the great home advantage of the Dodgers. On the other hand, should the Dodgers steal one at Wrigley, that would probably have a significant effect on the outcome.

Phillies should beat the Brewers (57% chance), and that might be more true considering how much Milwaukee's staff was battered and overworked in the last week (except when CC Sabathia pitched).

ALDS H PWP A PWP

Odds to

Win Series

Odds to

Sweep
Angels 0.525 0.554 41% 9%
Red Sox 0.658 0.536 59% 16%
         
Rays 0.628 0.514 x% x%
Twins/WS 0.xxx 0.xxx x% x%
         
NLDS        
Cubs 0.642 0.596 67% 21%
Dodgers 0.637 0.456 33% 6%
         
Phillies 0.588 0.561 58% 16%
Brewers 0.558 0.522 42% 9%

H PWP = Home Pythagorean Winning Percentage
A PWP = Away Pythagorean Winning Percentage
These numbers were used to calculate the log5 win probabilities for each team and each game in the series. No I did not look at pitcher vs. team since the sample size is too small.

Today's Win Probabilities for the Mets, Brewers, White Sox and Twins

It all comes down to one day, one game, to determine two divisional races.

The Mets have a 54% chance of winning their game; the Brewers only a 42% of winning theirs (based on log5, as explained yesterday). For the Brewers to win the Wild Card today, we multiply their odds of winning to the odds of the Mets losing, then vice versa for the Mets to win it:
Brewers, 42% x (1-54%) = 20%
Mets, 54% x (1-42%) = 31%
Tie Today, either by both winning or both losing, (42% x 54%) + ((1 - 42%) x (1 - 54%)) = 49%

As of now, the Mets and Marlins are tied 0-0 in the 3rd, while the Cubs have taken 1-0 lead in the first.

As for the Twins and White Sox, their situation is a little different. Two things have to happen for the White Sox to win the division--they have to win and the Twins lose, then play a one-game playoff. Whereas the Twins just need to hold serve:
Twins, 74% chance to win division (based on log5 win probability to beat the Royals)
White Sox, 70% x (1 - 74%) = 18% (Sox win AND Twins lose) just to tie for the NL Central

As of now, Sox lead 3-1 over Cleveland in the 3rd, and Twins/Royals 0-0.

Who do the odds favor to reach the post-season, then? Well, Twins and Mets have the better chances to outlast their opponents, though it will be much harder for the Mets.

And just a side note to Mets' fans--this team has lost Billy Wagner, John Maine and Ryan Church for extended portions of the season, long enough to have probably cost them the division. That they are even in this situation is a testament to the team (players and manager) in overcoming these obstacles. With those three playing the full season, they are about equal to the Cubs in performance.

UPDATE and OOOPS!: With the White Sox win today, they force their remaining game to be played--I hadn't taken that into account. So the Twins are done, and now have to wait until tomorrow to see if the tie happens or they win.

Saturday, September 27, 2008

1: I Think It'll Be A Playoff Game For the Mets/Brewers; Twins Will Upset the White Sox

I had predicted a Subway Series back in June. Did the Carlos Quentin injury do in the Sox? How about the Contreras injury? In either case, it doesn't look good for the Sox, who have to win their last game and hope that the Royals sweep the Twins.

It's definitely looking like the Brewers and Mets will end up in a one-game playoff. Santana was rock-solid today, but it's the unpredictable Oliver Perez going tomorrow for the Mets, and the very predictable and wins except against the Cubs, CC Sabathia.

I love this game!

AL          
EAST WP P WP P W P L OPI
x-Tampa Bay .596 .571 97 65 4
y-Boston .588 .600 95 67 -2
NY Yankees .550 .539 89 73 2
Toronto .528 .572 86 76 -7
Baltimore .425 .453 69 93 -4
CENTRAL          
Minnesota .540 .550 88 74 -2
Chicago Sox .538 .547 87 75 -1
Cleveland .503 .531 82 80 -4
Detroit .463 .482 75 87 -3
Kansas City .466 .443 75 87 4
WEST          
*-LA Angels .615 .542 100 62 12
Texas .491 .468 79 83 4
Oakland .469 .468 76 86 0
Seattle .373 .405 60 102 -5
           
NL          
EAST          
x-Philadelphia .565 .577 92 70 -2
NY Mets .553 .557 90 72 -1
Florida .519 .501 84 78 3
Atlanta .447 .485 72 90 -6
Washington .369 .379 60 102 -2
CENTRAL          
*-Chicago Cubs .606 .620 98 64 -2
Milwaukee .553 .541 90 72 2
Houston .531 .477 86 76 9
St. Louis .528 .532 86 76 -1
Cincinnati .460 .440 74 88 3
Pittsburgh .410 .405 66 96 1
WEST          
x-LA Dodgers .522 .540 85 77 -3
Arizona .503 .509 82 80 -1
Colorado .460 .453 74 88 1
San Francisco .441 .414 71 91 4
San Diego .391 .413 63 99 -4

Mets Win, Chances to Tie/Win Go Up

The chances of a one-game playoff between the Mets and the Brewers just went up to 82% with the Mets' victory. Brewer's chance to win outright drops to 56%.