Tuesday, November 5, 2013

1985 World Series Win Probability Added


Dane Iorg had two plate appearances in the '85 World Series, and they were both game enders. In the second game, he pinch-hit with two outs in the ninth and the Royals trailing 1-3. Their win probability was just 5% when he strode to the plate, and 0% after he flew out to right field. His second PA was a little more eventful. As you may have heard, Don Denkinger called Jorge Orta safe at first to lead off the bottom of the ninth inning in game six with the Royals trailing 0-1. Then Denkinger failed to catch an easy foul pop-up, then Denkinger gave up a single to Steve Balboni, and then Denkinger allowed a passed ball to allow the runners to move up to second and third. The win probability now actually stood slightly in KC's favor at 54%. Denkinger gave up a single to Iorg, two runs scored, and Iorg's hit was worth a swing in win probability of 46%. You can see what a monumental moment it was by the big red spike in the graph above.

Series MVP Bret Saberhagen comes out looking great thanks to his game three and game seven starts. WPA also gives Denny Jackson plenty of credit. Jackson pitched a good game one in a losing effort, and shut down St. Louis in an overlooked but crucial game five win to keep the series alive. Onix Concepcion got exactly zero plate appearances in the series, but gets a big WPA credit for his pinch-running in that game six ninth inning. He ran for Balboni, moved to second on a bunt, to third on a passed ball, and scored on Iorg's single.


Monday, November 4, 2013

1980 World Series Win Probability Added


I don't know why I do these things, but here is a look at the game-by-game accumulation of win probability added for all the Royals to have a PA or throw a pitch in the 1980 World Serious. Willie Aikens had one of the greatest World Series performances ever seen. (Compare David Ortiz's 0.94 WPA in this year's series.) Amos Otis was fantastic for KC too, but the rest of the team either stayed right around zero or struggled. The highest WPA in the series for Philadelphia was Del Unser's 0.59, well behind Aikens and Otis. But Aikens and Otis couldn't do it alone, and Bob Boone, Mike Schmidt, Bake McBride, and Tug McGraw all joined Unser in having pretty good series for the Phillies. Dan Quisenberry appeared in all six games, and was very up and down throughout, but ended up with the second worst WPA on the team thanks to rough outings in games two and five.

Wednesday, October 30, 2013

2013 In Review: The Run Creators


Check out the above graph of the game-by-game accumulation of win probability added by the offense and defense and see if you can tell which one was better for the Royals last year! I'll give you a minute.

Lazy cliche spewers like to say pitching and defense win championships. People more interested in accuracy should try popularizing a new saying, something like, "the right combination of run creation and prevention will get you into the playoffs, where anything can happen." Doesn't have the same ring to it I guess. But the 2013 Royals were yet another example that you usually do have to score a little bit to be a playoff team. And another example that it's hard to score when you don't walk or hit dingers. Here's where the Royals offense ranked in the AL in a bunch of categories:


So pretty much all they did well was avoid strike outs, hit for average, and run the bases. The "little things" that don't contribute a whole lot to run scoring. They were mediocre at getting on base, and completely devoid of power, which led to an 11th place finish in run scoring. There were two stretches during the season when the offense completely disappeared that are glaringly obvious on the WPA chart at the top of this post. Between May 6 and June 4, the offense sputtered out 3.2 runs per game during a 6-22 stretch that effectively torpedoed the season. When the team got on a roll after the all-star break, it seemed as though they had dug themselves out of the hole they dug in May. But while the team deserves kudos for bouncing back the way they did, it's also true that there was never a strong chance for a playoff appearance after May. The offense had another terrible stretch from August 12-24 while their record fell from 62-54 to 64-64.

On the rare occasions that things were clicking on offense, it was Eric Hosmer, Billy Butler, Salvador Perez, and Alex Gordon carrying the load. But on the whole, they couldn't overcome the damage inflicted by out-machines Alcides Escobar, Mike Moustakas, Chris Getz, Elliott Johnson, and Jeff Francoeur. If the offense could have managed to just be league-average, which would have required them to score about 50 more runs, the Royals would have had a great shot at playing post-season baseball.

Finally, here's a look at how some Royals hit relative to their position. Instead of being compared to the whole league, this is OPS+ compared to the other AL players at respective positions:


The complaints about Butler from some in Royals-land never look sillier than when you directly compare him to average DH numbers. It's true that all he can do is hit. It's also true that there is a spot in the Royals lineup almost every game for someone to just hit. I personally like having a guy to put into that spot who is an excellent hitter. Call me crazy.

Friday, October 25, 2013

Alex Gordon 2013 Defense Highlights

For the third straight year, Alex Gordon played left field almost perfectly. Seemingly any ball to left that can be caught is, his decision making is impeccable, and Royals fans beg the opposition to run on him. For some reason, they still do, bless their little hearts. Here are his defensive highlights this year from MLB.com.



Wednesday, October 23, 2013

2013 BBA AL Awards Ballot

Connie Mack Award (manager): Joe Maddon - Tampa Bay Rays

Trying to choose the best manager is a strange thing. Just going with the biggest surprise team each year is kind of unsatisfying. Who knows how much credit the manager deserves for something like that? But after reading about Maddon in The Extra 2%, following him on Twitter, and getting the sense that he's the perfect blend of a long-time baseball insider who is willing to listen to, and occasionally employ, new school theories, I do know that he would be my first pick to manage my favorite team. He deserves the award this year for this tweet alone:

Willie Mays Award (rookie): Wil Myers - Tampa Bay Rays

No rookie had a truly great year in the AL, but that was mostly due to the Rays delayed call-up of Myers. He put up a 131 wRC+ and looked like he would have been a 4+ WAR player had he been given a full season.

Goose Gossage Award (reliever): Greg Holland - Kansas City Royals

There were two relievers in a class by themselves this year, and choosing between Holland and Koji Uehara is almost impossible. I admit I'm biased as a Royals fan who watched Holland dominate all season. But I think the numbers back up my selection ever so slightly as well. Uehara had a better ERA (1.09 to 1.21), making him a fine choice for this award. But Holland had the upper hand when it comes to peripherals, which take on plenty of significance for me in the small number of innings that relievers throw. Among other things, Holland's jaw dropping 40.4 K% and league-leading 41 shutdowns tip the scales ever so slightly in his favor for me.

Walter Johnson Award (pitcher): Max Scherzer - Detroit Tigers

Another extremely close call. A good case can be made for Scherzer, Chris Sale, Hisashi Iwakuma, Anibal Sanchez, and Yu Darvish. In the end, Sherzer put together the most solid all-around season, grading out as elite from both runs-allowed and fielder-independent perspectives. Scherzer was also more consistent than the others. I rate 26 of his 32 starts as being good to excellent, more than any of my other candidates. (Scherzer did face easier competition than most AL pitchers, but even adjusting for that, he kept them in check better than anyone else.)

Stan Musial Award (MVP): Mike Trout - Los Angeles Angels

I cannot believe Trout and Miguel Cabrera put on repeat performances of 2012, but here we are. We're all tired of talking about it, but it remains true that Cabrera is the marginally better hitter, but Trout does everything else so much better that Trout is the best in the game right now.

Friday, October 11, 2013

1961 KC A's Letter Regarding Segregated Spring Training Housing


A rather interesting A's artifact from Goldin Auctions. The letterhead alone is pretty great. But the content of the letter is a stark reminder that segregation was still going on in some parts of the country as late as 1961. The A's moved to Kansas City in 1955, and were integrated from the start. That doesn't mean they didn't come face to face with race-related issues, whether it be spring training facilities or an on-field brawl that pitted white vs. black kids after a 1956 game in KC.