Baseball Musings
Baseball Musings
November 20, 2006
Probabilistic Model of Range, First Basemen, 2006

Here's how PMR ranks the first basemen:

Probabilistic Model of Range, First Basemen. Model is Based on 2006 Data Only. Minimum 1000 Balls in Play.
Player In Play Actual Outs Predicted Outs DER Predicted DER Difference
Kendry Morales 1338 124 110.53 0.093 0.083 0.01007
Albert Pujols 3864 306 267.43 0.079 0.069 0.00998
Lance Niekro 1313 98 85.07 0.075 0.065 0.00984
Dan R Johnson 2199 163 150.02 0.074 0.068 0.00590
John Mabry 1031 94 88.09 0.091 0.085 0.00574
Mark Sweeney 1227 99 92.32 0.081 0.075 0.00544
Derrek Lee 1104 85 80.13 0.077 0.073 0.00441
Lyle Overbay 3738 307 290.83 0.082 0.078 0.00433
Ben Broussard 2097 148 140.01 0.071 0.067 0.00381
Kevin E Youkilis 3123 233 221.36 0.075 0.071 0.00373
Andy A Phillips 1635 109 103.14 0.067 0.063 0.00358
Chris B Shelton 2737 179 169.62 0.065 0.062 0.00343
Nick Johnson 4014 319 305.76 0.079 0.076 0.00330
Adrian Gonzalez 4031 306 295.48 0.076 0.073 0.00261
Doug Mientkiewicz 2350 159 153.11 0.068 0.065 0.00251
Shea Hillenbrand 1858 141 136.44 0.076 0.073 0.00246
Scott Hatteberg 3415 220 212.94 0.064 0.062 0.00207
Howie Kendrick 1017 73 70.97 0.072 0.070 0.00200
Jeff Conine 1400 91 88.78 0.065 0.063 0.00158
Justin Morneau 4046 266 260.21 0.066 0.064 0.00143
Lance Berkman 2722 198 194.25 0.073 0.071 0.00138
Nomar Garciaparra 3199 194 189.86 0.061 0.059 0.00130
Rich Aurilia 1024 70 68.82 0.068 0.067 0.00115
Mark Teixeira 4436 310 305.13 0.070 0.069 0.00110
Nick T Swisher 2214 153 151.32 0.069 0.068 0.00076
Ryan N Shealy 1473 81 79.94 0.055 0.054 0.00072
Travis Lee 2794 218 216.62 0.078 0.078 0.00049
Prince G Fielder 3989 269 269.23 0.067 0.067 -0.00006
Mike Lamb 1488 98 98.33 0.066 0.066 -0.00022
Kevin Millar 2478 158 158.90 0.064 0.064 -0.00036
Adam LaRoche 3633 262 266.94 0.072 0.073 -0.00136
Paul Konerko 3679 215 220.18 0.058 0.060 -0.00141
Richie Sexson 4023 291 297.32 0.072 0.074 -0.00157
Carlos Delgado 3696 253 259.44 0.068 0.070 -0.00174
Todd Helton 4025 270 279.58 0.067 0.069 -0.00238
Ryan F Garko 1291 76 79.09 0.059 0.061 -0.00239
Craig A Wilson 1819 93 97.64 0.051 0.054 -0.00255
Wes Helms 1305 79 82.46 0.061 0.063 -0.00265
Ty Wigginton 1008 66 69.91 0.065 0.069 -0.00388
Robb Quinlan 1151 67 72.13 0.058 0.063 -0.00446
Ryan J Howard 4301 275 302.16 0.064 0.070 -0.00631
Mike Jacobs 2949 191 212.24 0.065 0.072 -0.00720
Conor S Jackson 3295 231 254.95 0.070 0.077 -0.00727
Sean Casey 2806 168 191.82 0.060 0.068 -0.00849
Jason Giambi 1467 71 88.40 0.048 0.060 -0.01186

Albert Pujols put together an amazing defensive season. He turned 40 more balls into outs than expected. Contrast that with Beltran, who converted 18 more balls into outs than expected. It's impressive when a good first baseman can beat a good centerfielder is turning balls into outs. The next closest regular was Overbay, who converted 26 more batted balls into outs than expected.

At the other end of the spectrum, to no one's surprise is Jason Giambi. But also down there is Ryan Howard, who picked up 27 fewer outs than expected. That's a huge difference in fielding ability, over two games worth of outs. It's another reason to vote for Pujols over Howard for MVP. I don't know if there are many surprises on this list, but Tiger fans can get into a nice argument over Sean Casey's offense vs. Chris Shelton's defense.


Comments

John Mabry was a surprise to me, being that high.

Posted by: dave at November 20, 2006 09:14 PM

If you had splits, I'd be curious to know how Howard did at first month by month or pre vs post All Star Break. Having watching him all year, he made a ton of bad plays early on, then righted himself as the year progressed.

Posted by: Tom G at November 20, 2006 09:39 PM

Only big surprise I see is Helton. Although, what do other metrics say about him? All I really know is that he won a few GG's.

Posted by: Will at November 20, 2006 09:40 PM

67 outs worth of difference with the glove alone, and somehow Howard is judged 'more valuable' than Pujols. Frankly, NL MVP this year was even more hallucinatory than 2005's AL Cy Young to Colon rather than Santana.

Posted by: NBarnes at November 21, 2006 07:11 AM

David,

Is this based on groundballs only?

Posted by: David Gassko at November 21, 2006 07:56 AM

Knowing that the Yanks are looking for a righty 1B, I'm hoping they go out and acquire some young guy who has been buried for a while, like KC did with Ryan Shealy last season. Anyone have some good names for 1B stuck in AAA? I'm really hoping for someone not named Rich Aurilia, or any other old, decrepit veteran.

Posted by: sabernar at November 21, 2006 07:57 AM

No, it's all balls in play, David.

Posted by: David Pinto at November 21, 2006 08:23 AM

re: howard v. pujols, wes helms, Scott Rolen, Schilling

1) first, pujols did have a good year with the glove this year. but not so long ago, he was a butcher with the glove, having both a bad range and committing boatloads of errors, when he was an outifielder/thirdbaseman. for better or for worse, the writers remember this and haven't takent the time to study recent developments at first base.

2) it's true that howard's range is a bit less than average at first base, but so what? he led the league in runs created, homers, slugging percentage and about six other offensive categories, including times reached base, walks, etc. it's axiomatic in sabrmetric analysis that a great, even perfect defensive first baseman can only save you about ten runs a season, while a great offensive first baseman can produce many more than than. if you're going to play a butcher on defense, play him at first.

3) the differences in defense should NOT play a role in adjudicating the MVP award, because they don't play much of a role in formulating the runs created or win shares formulas. In any event, they're taken into account by win shares so you can look at those if you want. the bottom line is that Pujols won last year, he already has an MVP award, Howard had a fantastic season, and it would have ben unjust not to reward Howard for his fantastic season, even if Pujols had a marginally better one in some sabrmetric world. In the baseball world of real fans and baseball writers, hitting 58 homer runs is the land of jimmie foxx and hank grreenberg, and that's what Ryan Howard did, and he also won the home run derby at all star game hitting moon shots that left the stadium. he left no doubt who hits the LONGEST homer runs in the league and the FARTHEST home runs in the league.

4) Wes Helms is a below average first baseman. The Phillies now propose to put him at third base on a fairly regular basis the next two years; his win shares are, on average, offensively, less than David Bells, while he has a terrible butchers' glove instead of the very good glove that Bell had. Helms had a good year last year earning around 15 wins shares but on average he is much less than that. On the other hand Nunez only earned about 3 win shares for the phils, so one supposes with Rollins, Utley and Howard all averaging around 25-30 win shares each, the Phils just want 10 or more win shares from 3d base and a bit of right handed punch. Nonetheless, as the fielding charts for the Phils overall showed, they were very poor in converting ground balls into outs overall. Helms at third will not help them.

5) One still thinks back about what might have been had Scott Rolen stayed a Phillie. If the management had simply hired a manager Rolen wanted, instead of Bowa, and given him what he wanted, they might have kept Rolen and Schilling, and eventually developed Howard, and Utley, and now the Phils would be the envy of both leagues. Rolen would be ideal for the Phils to hit behind Howard and to play third base, and even if he only played 120 games a year, they could have developed a caddy system for him like a nunez. Maybe Abreu stays and wins a playoff or two in that scenario.

6) when all is said and done, Abreu, Rolen, Schilling, Thome, a lot of talent will have passed through philly the last few years with very little to show for it except for the 93' title and a number of winning seasons with 85-88 wins where they were in 2d place or just out of the wild card, which is not bad, but not perfect.

7) the phils have also shipped out a lot of young pitching talent, like elizardo ramirez to the reds for cory lidle, carlos silva to the twins for eric milton, taylor bucholz to the astros for billy wagner, etc. in deals where the veterans are no longer around, which they will eventually regret. Also, placido polanco to the tigers for ugueth urbina a couple years back--polanco could have been retained and eventually been playing third base now--his range factors and defense are good, and while his oba and power are not great, he has a good batting average and is a good clubhouse presense. he can field the position well and would have been a good third baseman. he was a good caddy for rolen.

--art kyriazis, philly

Posted by: art kyriazis at November 21, 2006 09:18 AM

David, you said:

"BMC, every ball in play has a probability of being turned into an out by a particular fielder. I just add up those probabilities for each ball in play, divide by balls in play, and that's predicted DER."

I know you have addressed this in the past but I can't seem to remember.

Doesn't the overall model of your system not account for ball hogging? i.e. I believe last year it showed that Derek Jeter was excellent at catching flyballs however most of those flyballs were simply popups that had an out probability close to 100% but he caught so many of them if inflated his numbers (iirc).

Any chance there is some bias in these numbers?

I also see you say the model is based on 2006 data only. Does that mean you scrapped the 3-year moving average you had been using in the past which caused some confusion due to changes from year to year?

Thanks again for posting this stuff... it is very, very interesting.

Posted by: stewie13 at November 21, 2006 10:33 AM

David -- How did Nady's numbers fit into the chart?

Posted by: Jake at November 21, 2006 11:29 AM

Stewie,

There's always a chance of bias, but my guess is luck is a bigger factor than bias. As for catching a lot of pop ups, that shouldn't make a big difference in terms of the difference column. I scrapped the multi-year base because BIS made a change to their scoring system this season, and previous seasons were incompatible with the new data.

Posted by: David Pinto at November 21, 2006 11:54 AM

Pop-ups make a huge difference in the "Difference" column. The first baseman might a 40% probability of catching any given pop-up to the right side of the infield, but if Pujols always calls the pitcher and second baseman off, he gets +.6 plays, even though there was a 99% chance of the ball being caught. Are you going to run the infield models with groundballs only?

Posted by: David Gassko at November 21, 2006 01:39 PM

It would also be great to see home/road splits on players at some point, since the model for any given park with just one year of data could be off a fair amount. For example, Pujols' rating would be much more impressive to me (leaving aside the popup issue) if he were +20 at home and +19 on the road, as opposed to +35 at home and +4 on the road.

Posted by: Guy at November 21, 2006 03:18 PM

At what point in time was Pujols considered a butcher with the glove? He was average to above average even when he played third base and it was roundly commented on even at that time, that if he settles into a position he is going to eventually win a gold glove. He won the minor league equivalent to the gold glove his only year in the minors, so he's never had a reputation as being bad with a glove.

I'm curious how does foul balls help Pujols by this method, I seem to remember him catching more fouls than in previous season, and was thinking that the new park is favorable to those type of outs.

Posted by: Cardsfanboy at November 21, 2006 06:00 PM

art kyriazis:

Some comments about your post...

"...not so long ago, he [Pujols] was a butcher with the glove, having both a bad range and committing boatloads of errors, when he was an outifielder/thirdbaseman. for better or for worse, the writers remember this and haven't takent the time to study recent developments at first base."

I would agree that Pujols has seemed like a lackidasical feilder outside 1st base, but ever since he moved to first he has been considered really good, gold glove this year even. Um, I know writers don't vote on Gold Gloves, but you think these guys would have noticed he was a serious canidate the past couple years?

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"the differences in defense should NOT play a role in adjudicating the MVP award, because they don't play much of a role in formulating the runs created or win shares formulas."

Um, didn't Pujols edge Howard in win shares 39 to 31?

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"the bottom line is that Pujols won last year, he already has an MVP award, Howard had a fantastic season, and it would have ben unjust not to reward Howard for his fantastic season"

Simultanously you make your best and worst points here. If you are claiming that Howard deserves the MVP for a historic season, I think that is a valid argument, tho I'd think it would have held more weight before the Hank Aaron award was introduced. If you are claiming that Pujols doesn't deserve the MVP because he won last year, I'd like to know what principle this idea is based upon. Put another way, I see no evidence that show that being the most valuable player the previous year somehow diminishes a player's value in the current year. But if you tell me it just makes a better story to "spread the wealth" so to speak, I'll give you that one too.

Posted by: zubin at November 22, 2006 12:55 AM

David -- how did Nady come in at 1B with the Pirates?

Posted by: Jake at November 22, 2006 02:32 AM

art kyriazis wrote: it's true that howard's range is a bit less than average at first base, but so what? he led the league in runs created, homers, slugging percentage and about six other offensive categories, including times reached base, walks, etc.

Uh, Howard was third in the NL in walks behind Adam Dunn and Nick Johnson and finished second behind Pujols in slugging.

Posted by: Willie S. at November 23, 2006 10:47 PM
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