Showing posts with label Win Probably Added. Show all posts
Showing posts with label Win Probably Added. Show all posts

Tuesday, April 16, 2013

WPA:MVP as LI:GOD

A few people in the word (read: one) may have noticed that I did not post either an MVP or Game O' the Day for Monday, April 15.  While those posts were driving great traffic, my intention was to bring awareness to two statistics that tell the story of an MLB game, not necessarily recap each night of baseball.

WPA:MVP

Win Probability Added (WPA) is a stat that measures a players impact on the game by measuring how their offensive performance impacts their team's win expectancy.  Here is an example from Fangraphs: 

For example, say the Rays have a 45% chance of winning before Ben Zobrist comes to the plate. During his at-bat, Zobrist hits a home run, pushing the Rays’ win expectancy jumps to 75%. That difference in win expectancy (in decimal form, +.30) from the beginning of the play to the end is Ben Zobrist’s WPA for that play. If Zobrist strikes out during his next at bat and lowers his team’s win expectancy by 5%, his overall WPA for the game so far would be +.30 – .05 = +.25, as WPA is a counting statistic and is additive.


Basically, WPA tells you whose batting outcomes had the biggest impact on the game.  Therefore, the timing and context of the plate appearances are very important.  Thus confirming what we already know but is hard to capture in the box score: a 2-run game winning homerun has much more impact than a grand slam when you are up by 10.

For me, WPA is the best way to evaluate a player's performance on a game-by-game basis and it is also interesting to look at over a whole season (The 2012 season leader in WPA was Mike Trout with 5.32 WPA).

LI:GOD

Leverage Index (LI) captures the change in win probability resulting from the game action.  Here is an example from Hardball Times:

If there is a game with one team leading by ten runs, the possible changes in win probability, whether the event is a home run or a double play, will be very close to negligible. That is, there won't be much swing in any direction.  But, in a late and close game, the change in win probability among the various events will have rather wild swings. With a runner on first, two outs, down by one, and in the bottom of the ninth, the game can hinge on one swing of the bat—a home run and an out will both end the game, but with vastly different outcomes for the teams involved. 

Blowouts are going to have a low average LI (aLI) because there is not much change in the probability in who will win the game.  Therefore, games with a high average LI are going to be the most interesting game of the night because they will have gone back and forth without one team really taking control of the game.

Fangraphs posts live WPA and LI information for every game.  So, instead of having me summarize every night in the MLB take a look for yourself.

Tuesday, April 9, 2013

MLB MVP O' the Day - April 8, 2013 - Opening Day for the Other Half of the League

4/8 MVP: Clay Buchholz, SP, Boston Red Sox - 7 IP, 0 R, 8 K, 4 BB, 3 H, 0.471 WPA

4/8 GOD: Cincinnati Reds (13) @ St. Louis Cardinals (4) - Yes, a game with a run differential of nine is the Game of the Day.  The Minnesota Twins loss to the Kansas City Royals in Kansas City actually had the same average leverage index; however, I chose the Reds vs. Cards game to illustrate that the final score doesn't tell the story.  With that.... Turning Point: Score tied 4-4 in the top of the ninth.  Mitchell Boggs enters for the Cards.  As he often does, Shin-Soo Choo walks to lead off the inning.  Chris Heisey then pops out to second base.  Choo advances to second on a wild pitch, which then leads to a intentional walk to Joey Votto.  Brandon Phillips did not like being disrespected and takes it out on Boggs.  Phillips doubles to right scoring Choo.  5-4 Reds.  The Cards 'pen imploded from there and the Reds tacked on eight (!) more runs in the 9th.  Lesson: Don't disrespect Brandon Phillips.

Monday, April 8, 2013

MLB MVP O' the Day - April 7, 2013 - National Beer Day Edition

In case you missed it, yesterday was National Beer Day.  Naturally, the Brewers are involved in both the MVP and GOD for the day.  It is also the reason the post is so late.

4/7 MVP: Jonathan Lucroy, C, Milwaukee Brewers - 2-3, 2 RBI, 1 HBP, WPA 0.55

4/7 GOD: Arizona Diamondbacks (8) @ Milwaukee Brewers (7) - Turning Point: Tie score top of the 11th, John Axford in.  Cliff Pennington leads off with a double to left.  Ron Roenicke starts to question bringing a Canadian in to pitch for the Brewers on National Beer Day in the United States.  Eric Hinske hates Molsen and homers, giving the D'Backs a 8-6 lead.  The great American, and Eustis, Florida native, Jonathan Lucroy tried to bring the Brew Crew back in the bottom of the 11th with a RBI single that scored Norichika Aoki.  However, the damage was done.  John Axford's mistake on National Beer Day is something you don't do when you pitch for the Brew, and rightfully  he is now out of a job.  Be wary new Canadian closer Jim Henderson.  April 7, 2014 is looming.

Sunday, April 7, 2013

MLB MVP O' the Day - April 6, 2013 - Kevin Frandsen!

4/6 MVP: Kevin Frandsen, PH, Philadelphia Phillies - 1-1, 3 RBI.  Down 3-1 in the bottom of the ninth, the man, the myth, the legend, Kevin Frandsen came to the plate with the bases and two outs and doubled to center, scoring three and lifting the Phils to a 4-3 win over the Royals.  That, folks, is how you become the Marcello Ball Daily MVP.

4/6 GOD: Minnesota Twins (6) @ Baltimore Orioles (5) - Turning Point: The O's brought in closer Jim Johnson in the top of the ninth with score tied 5-5.  Jamey Carroll lead off the inning by grounding out 1-3.  Aaron Hicks then reached on an error by Chris Davis.  Joe Mauer struckout and Josh Willingham walked.  Next up, Justin Morneau with two outs and runners on first and second.  Morneau singled to center, scoring Hicks and lifting the Twinkies to a 6-5 lead.  Unfortunately for O's fans, Chris Davis did not hit in the ninth (he was in the hole when the last out was made) and did not have the opportunity to atone for his sin in the ninth.  Chris Davis giveth and Chris Davis taketh.

Saturday, April 6, 2013

MLB MVP O' the Day - April 5, 2013 - Gordon = Brett?

4/5 MVP - Alex Gordon, LF, Kansas City Royals - 3-6 (3B), 2 R, 3 RBI, 0.43 WPA

4/5 GOD - Minnesota Twins (5) @ Baltimore Orioles (9) - Turning Point: Chris Davis strikes again!  Grand slam off of Tyler Robertson in the bottom of the 8th to make the score 9-5 O's.  The O's started the inning off down 5-4, but Nolan Reimold and Nate McLouth led of the inning with singles off Casey Fein.  Buck Showalter then pulled a OOOOOOHHH DUSTY and had Manny Machado sac bunt, which lead to Reimold and McLouth advancing a base and an intentional walk to Nick Markakis.   Maybe that was Buck's plan all along, but it seems curious to take the bat out of Markakis' hands against Fien, a righty, to have him face a righty Adam Jones.  Pacman Jones II made Showalter look like a genius by singling to left, scoring Reimold and loading the bases for the man hitting everything.  Ron Gardenhire tried to slow the left-handed Davis down by bringing in a lefty.  Sorry Gardy.

Friday, April 5, 2013

MLB MVP O' the Day - April 4, 2013 - Lee Outduels Davis

4/4 MVP: Cliff Lee, SP, Philadelphia Phillies - 8 IP, 0 R, 2 H, 8 K, 0 BB

Honorable Mention: Chris Davis (is Hitting Everything), Hitter, Baltimore Orioles - 2-3 (HR, 2B, HBP), 1 R, 4 RBI, 0 K

4/4 Game of the Day: Chicago Cubs (3) vs. Pittsburgh Pirates (2) - Turning point: Nate Schierholtz and his well trimmed beard blasted a two run homer off of Jared Hughes with two outs in the top of the ninth to score himself and Anthony Rizzo (who reached on a walk and stole second).  Schierholtz's homerun gave the Cubbies a 3-0 lead, which was necessary since Carlos Marmol is their closer and he his not great at his job.

Thursday, April 4, 2013

MLB MVP O' the Day - April 3, 2013 - Neither Opening Day nor Night Edition

Bunting Rules!

4/3 MVP: Matt Joyce, Pinch Hitter --> LF , Tampa Bay Rays, 2-2 (1 HR, 1 bunt single!), 2 R, 2 RBI

4/3 GOD: St. Louis Cardinals (9) vs. Arizona Diamondbacks (10) (16 innings) - Jason Kubel led off the bottom of the 16th with a walk against Fernando Salas (who was in his third inning of work).  Ian Kennedy (yes, the pitcher Ian Kennedy) sac bunted Kubel over to second (Bunting Rules!) Cliff Pennington finalized the game with a groundball single to right, scoring Kubel from second.  Good night, game over, drive home safely.


Wednesday, April 3, 2013

MLB MVP O' the Day - April 2, 2013 - Opening Day #2 Edition

Not the dude who almost through a perfect game.

4/2 MVP: Adam Jones, CF, Baltimore Orioles - 3-5 (1 2B), 2 R, 2 RBI

4/2 GOD: Colorado Rockies (8) vs. Milwaukee Brewers (4) - With the scored tied 4-4 in the top of the 7th, Mike Gonzalez, aka Michael Gonzalez, walked Dexter Fowler to lead of the inning.  Josh Rutledge then singled on a sacrifice bunt attempt.  Next up Carlos Gomez - single on grounder to first.  That's right folks, bases loaded no outs and the ball has not left the infield.  Burke Badenhop in to face Troy Tulowitzki, Mike Gonzalez out.  That didn't work.  Tulo hits a sac fly to center, scoring Fowler and allowing Rutledge to advance to third.  Michael Cuddyer then notches the third infield single of the inning on a grounder to third, scoring Rutledge and advancing Gomez to second.  6-4 Rocks.  Todd Helton caps the scoring with a line drive single to center scoring Gomez before Chris Nelson grounds in to a 1-6-3 double play to end the inning.  7-4 Rockies, bottom of the 7th.  Game over.  One leadoff walk, three infield singles (one on a sac bunt attempt), and one actual hit than left the infield.  Baseball is a crazy game.

Tuesday, April 2, 2013

MLB MVP O' the Day - April 1, 2013 - Opening Day Edition

Babe Ruth, who?

4/1 MVP: Clayton Kershaw, SP, Los Angeles Dodgers - 9.0 IP, 4 H, 0 R, 9 K, 0 BB; 1-3 (1 HR), 1 R, 1 RBI.  Ruthian.

4/1 GOD: Los Angeles Angels of Anaheim (3) vs. Cincinnati Reds (1) (13 innings) - Turning Point: Chris Iannetta hit a line drive single to left off of J. Edgar Hoover J.J. Hoover in the top of the 13th that scored Josh Hamilton and Howie Kendrick (who both reached base by walk - Kendrick intentionally).

Monday, April 1, 2013

MLB MVP O' the Day - March 31, 2013 - Opening Night Edition

This post is dedicated to the 2013 Houston Astros, the first place 1-0 Houston Astros.

3/31 MVP:  Justin Maxwell, CF, Houston Astros - 2-3 (2 3B), 2 R, 2 RBI, 1 BB

3/31 GOD - Texas Rangers (2) vs. Houston Astros (8) - Turning Point:  Maxwell tripled to center with two outs in the fourth, scoring Brett Wallace and Carlos Pena (who both reached on groundball singles to centerfield) to give the Astros a 2-0 lead.