Thursday, May 23, 2013

Game theory is the next Moneyball


Fascinating, just fascinating. And in all this time I've been involved in baseball I thought there would be no math.

A lot of this stuff is somewhat intuitive, "No Duh" type of stuff. Like the guy who won a Nobel prize for proving that employers would move jobs to places where they could pay labor $0.25 per hour rather than $25.00 per hour. Something like that.

Hey, that's the guy right there.

http://en.wikipedia.org/wiki/Arthur_Lewis_(economist)

Actually, it's a bit more involved than all that and maybe I'm confusing this guy with Ross Perot, but you get my point regarding all this baseball stuff, right?

Plus, I still have a little old-school bird tweeting in my ear that whenever I ask if this stuff helps whispers "It helps if you can play".


from the Hardball Times:
Game theory is the next Moneyball:

"In one presentation, Middlebury sophomore Kevin Tenenbaum (subbing for Dave Allen, who is now a professor at Middlebury after several years of publishing PITCHf/x analysis) applied game theory to pitchers and batters and used complicated mathematical models to determine where pitchers should locate pitches in 0-2 counts. I thought the presentation was excellent and the fundamental conclusions made sense, but the math was beyond me. I'm not going to try to explain it here.

There is an easier way to become comfortable with game theory in baseball. Last December at THT, Matt Swartz published a five-part series on baseball and game theory. I considered them the most important sabermetric articles of 2012, though I admit that I'm biased. In the series, Matt laid out an entirely new way of thinking about what pitchers should throw on specific counts."

'via Blog this'




from The Hardball Times:
Game theory is the next Moneyball:

"The presentations I wanted to go to all the presentations, but many were scheduled against each other. I did see Graham Goldbeck present some really interesting data regarding how deep in the strike zone batters tend to hit the ball. It turns out that the optimal place to hit a ball for a home run is about a foot in front of the plate and that a couple of batters, such as Alfonso Soriano and Alexei Ramirez, typically hit the ball nearly two feet in front of the plate.

It also turns out that pitchers can be measured by how deep in the zone batters make contact (hint: in general, the faster the fastball, the deeper in the zone the ball is hit), though there are some notable exceptions—enough exceptions to make us want more data. Alas, this was HITf/x data (I think. Maybe it was the FIELDf/x data?) and it will be hard to come by."

'via Blog this'


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Giants Top Minor League Prospects

  • 1. Joey Bart 6-2, 215 C Power arm and a power bat, playing a premium defensive position. Good catch and throw skills.
  • 2. Heliot Ramos 6-2, 185 OF Potential high-ceiling player the Giants have been looking for. Great bat speed, early returns were impressive.
  • 3. Chris Shaw 6-3. 230 1B Lefty power bat, limited defensively to 1B, Matt Adams comp?
  • 4. Tyler Beede 6-4, 215 RHP from Vanderbilt projects as top of the rotation starter when he works out his command/control issues. When he misses, he misses by a bunch.
  • 5. Stephen Duggar 6-1, 170 CF Another toolsy, under-achieving OF in the Gary Brown mold, hoping for better results.
  • 6. Sandro Fabian 6-0, 180 OF Dominican signee from 2014, shows some pop in his bat. Below average arm and lack of speed should push him towards LF.
  • 7. Aramis Garcia 6-2, 220 C from Florida INTL projects as a good bat behind the dish with enough defensive skill to play there long-term
  • 8. Heath Quinn 6-2, 190 OF Strong hitter, makes contact with improving approach at the plate. Returns from hamate bone injury.
  • 9. Garrett Williams 6-1, 205 LHP Former Oklahoma standout, Giants prototype, low-ceiling, high-floor prospect.
  • 10. Shaun Anderson 6-4, 225 RHP Large frame, 3.36 K/BB rate. Can start or relieve
  • 11. Jacob Gonzalez 6-3, 190 3B Good pedigree, impressive bat for HS prospect.
  • 12. Seth Corry 6-2 195 LHP Highly regard HS pick. Was mentioned as possible chip in high profile trades.
  • 13. C.J. Hinojosa 5-10, 175 SS Scrappy IF prospect in the mold of Kelby Tomlinson, just gets it done.
  • 14. Garett Cave 6-4, 200 RHP He misses a lot of bats and at times, the plate. 13 K/9 an 5 B/9. Wild thing.

2019 MLB Draft - Top HS Draft Prospects

  • 1. Bobby Witt, Jr. 6-1,185 SS Colleyville Heritage HS (TX) Oklahoma commit. Outstanding defensive SS who can hit. 6.4 speed in 60 yd. Touched 97 on mound. Son of former major leaguer. Five tool potential.
  • 2. Riley Greene 6-2, 190 OF Haggerty HS (FL) Florida commit.Best HS hitting prospect. LH bat with good eye, plate discipline and developing power.
  • 3. C.J. Abrams 6-2, 180 SS Blessed Trinity HS (GA) High-ceiling athlete. 70 speed with plus arm. Hitting needs to develop as he matures. Alabama commit.
  • 4. Reece Hinds 6-4, 210 SS Niceville HS (FL) Power bat, committed to LSU. Plus arm, solid enough bat to move to 3B down the road. 98MPH arm.
  • 5. Daniel Espino 6-3, 200 RHP Georgia Premier Academy (GA) LSU commit. Touches 98 on FB with wipe out SL.

2019 MLB Draft - Top College Draft Prospects

  • 1. Adley Rutschman C Oregon State Plus defender with great arm. Excellent receiver plus a switch hitter with some pop in the bat.
  • 2. Shea Langliers C Baylor Excelent throw and catch skills with good pop time. Quick bat, uses all fields approach with some pop.
  • 3. Zack Thompson 6-2 LHP Kentucky Missed time with an elbow issue. FB up to 95 with plenty of secondary stuff.
  • 4. Matt Wallner 6-5 OF Southern Miss Run producing bat plus mid to upper 90's FB closer. Power bat from the left side, athletic for size.
  • 5. Nick Lodolo LHP TCU Tall LHP, 95MPH FB and solid breaking stuff.