Daily Notes, With More Expected wOBA Trifles

Table of Contents
Here’s the table of contents for today’s edition of Daily Notes.

1. Expected wOBA Leaderboards: Last 30 Days
2. Today’s MLB.TV Free Game
3. Today’s Complete Schedule

Expected wOBA Leaderboards: Last 30 Days
A Brief Explanation of What This Is
In yesterday’s edition of the Notes, I experimented with something called “Expected wOBA,” itself essentially a version of Bradley Woodrum’s Fielding Independent wOBA but with regressed (as opposed to raw) home-run, walk, and strikeout rates — and a (somewhat haphazardly) regressed version of Woodrum’s updated xBABIP formula, as well — as the inputs.

The idea behind Expected wOBA is to estimate something like a player’s true talent over the course of X plate appearances. However, because we looked — again, in those leaderboards yesterday — because we looked at Expected wOBA for all of 2012, we were dealing with samples that, in most cases, had passed the plate-appearance threshold for reliability for all the relevant inputs. For that reason, there was little deviation between those Expected wOBA figures and the Fielding Independent wOBAs posted by Woodrum last week.

For this edition of the Notes, I’ve published some new Expected wOBA numbers — except, in this case, using only the last month’s worth of data. This appeals more directly to the strength of Expected wOBA — namely, its capacity to express something meaningful even with small samples.

Expected wOBA Leaders: Last 30 Days
Here are the leaders in Expected wOBA (xWOBA, in this case) among all batters over the last 30 days. Note that anything beginning with an -x- has been regressed. Note also that, in the absence of actual research having been done on it, I’ve opted to regress stolen-base percentage to 100 plate appearances (as, unregressed, it gives undue credit to players who’ve stolen one base in, for example, just four plate appearances).

Name Team PA xHR% xBB% xK% xSB% xXBABIP xWOBA
Andrew McCutchen Pirates 112 5.3% 8.5% 15.0% 0.9% .345 .412
Edwin Encarnacion Blue Jays 108 4.0% 12.2% 13.5% 2.8% .343 .410
Josh Willingham Twins 108 5.0% 11.7% 18.8% 0.0% .328 .395
Billy Butler Royals 108 3.7% 9.7% 15.5% 0.9% .346 .386
David Ortiz Red Sox 101 4.1% 14.5% 15.1% 0.0% .299 .382
Mike Trout Angels 111 4.0% 8.1% 21.1% 9.9% .333 .381
Ryan Braun Brewers 97 4.1% 10.2% 17.6% 5.1% .316 .379
Ben Zobrist Rays 107 2.4% 11.8% 14.3% 3.7% .345 .379
Robinson Cano Yankees 104 4.4% 6.9% 16.7% 0.0% .338 .377
Albert Pujols Angels 104 4.1% 11.4% 11.3% 1.9% .275 .367

Expected wOBA Laggards: Last 30 Days
Here are the bottom-10 hitters over the last month by Expected wOBA:

Name Team PA xHR% xBB% xK% xSB% xXBABIP xWOBA
Clint Barmes Pirates 82 2.3% 5.8% 17.6% 0.3% .285 .297
Chris Johnson Astros 88 2.2% 8.5% 26.1% 1.2% .304 .299
Sean Rodriguez Rays 52 2.5% 8.5% 23.5% 1.8% .282 .299
Torii Hunter Angels 89 2.2% 6.0% 21.3% 1.2% .300 .299
Ryan Doumit Twins 80 2.3% 5.9% 20.5% 0.3% .299 .300
Carlos Gomez Brewers 71 3.0% 7.2% 26.3% 6.5% .274 .300
Jon Jay Cardinals 83 1.9% 8.2% 21.4% 3.3% .290 .300
Brandon Belt Giants 75 2.3% 9.6% 24.5% 3.4% .283 .300
Rickie Weeks Brewers 98 3.1% 7.6% 26.8% 0.0% .294 .301
Cliff Pennington Athletics 58 2.5% 7.8% 21.3% 0.7% .287 .301

Potential wOBA Risers, Maybe
Here are the 10 players whose Expected wOBAs most greatly exceed their actual wOBAs over the last 30 days (minimum 25 PA):

Name Team PA BABIP xXBABIP xWOBA wOBA Diff
Cliff Pennington Athletics 58 .132 .287 .301 .144 .157
Justin Christian Giants 26 .217 .307 .330 .227 .103
Bobby Abreu Dodgers 69 .188 .282 .306 .217 .089
Starlin Castro Cubs 95 .247 .310 .333 .246 .087
Dustin Ackley Mariners 96 .194 .281 .318 .243 .075
Ryan Hanigan Reds 55 .263 .298 .318 .246 .072
Yunel Escobar Blue Jays 95 .263 .329 .340 .269 .071
Rafael Furcal Cardinals 114 .256 .310 .355 .286 .069
Chris Stewart Yankees 36 .286 .297 .310 .245 .065
Jerry Hairston Dodgers 75 .271 .329 .341 .278 .063

Potential wOBA Fallers, Maybe
Here are the 10 players whose Expected wOBAs are most greatly exceeded by their actual wOBAs over the last 30 days (minimum 25 PA):

Name Team PA BABIP xXBABIP xWOBA wOBA Diff
DeWayne Wise Yankees 26 .400 .291 .334 .599 -.265
Chris Carter Athletics 36 .235 .300 .353 .527 -.174
Andrew McCutchen Pirates 112 .487 .345 .412 .581 -.169
Andruw Jones Yankees 43 .269 .278 .329 .479 -.150
Jeff Mathis Blue Jays 27 .412 .294 .321 .465 -.144
Justin Ruggiano Marlins 77 .500 .315 .351 .495 -.144
Jordany Valdespin Mets 31 .381 .296 .332 .475 -.143
Jeff Baker Cubs 37 .385 .313 .337 .473 -.136
Mike Trout Angels 111 .479 .333 .381 .513 -.132
Nick Markakis Orioles 29 .423 .297 .325 .457 -.132

Complete Expected wOBA Leaders: Last 30 Days
Click this hyperlinked text to see the full Expected wOBA leaderboard for the last 30 days.

Today’s MLB.TV Free Game
Texas at Los Angeles AL | 22:05 ET
To answer the question that at least one reader might consider asking in his heart (if not aloud, to a sad and empty room): the reason for Jered Weaver’s seemingly low NERD score — NERD being our infallible watchability metric that’s infallible — is due to the fact that Weaver currently possesses a below-average swinging-strike rate (7.4%) and overall strike rate (62.7%) and average fastball velocity (88.1 mph) — and only a slightly above-average xFIP (3.95). To answer the other question that a reader might ask: yes, it’s illegal to do that — even if it’s just to a dog.

Readers’ Preferred Broadcast: Texas Radio.

Today’s Complete Schedule
Here’s the complete schedule for all of today’s games, with our very proprietary watchability (NERD) scores for each one. Pitching probables and game times aggregated from MLB.com and RotoWire. The average NERD Game Score for today is 4.5.

Note: the following Game Scores include the poorly conceived playoff-odds adjustment discussed in a recent edition of Daily Notes. Also note: the following table is entirely sortable.

Away   SP Tm. Gm. Tm. SP   Home Time
Tommy Hanson ATL 5 8 7 6 10 WAS Step. Strasburg 19:05
Miguel Gonzalez BAL 6 1 3 5 2 CLE Derek Lowe 19:05
Jake Peavy CHA 6 5 7 4 9 DET Justin Verlander 19:05
Ricky Nolasco MIA 4 3 2 4 1 PIT Kevin Correia 19:05
Tim Lincecum SF 7 4 4 5 5 PHI Vance Worley 19:05
Aaron Harang LAN 2 1 5 3 6 NYN Johan Santana 19:10
Marco Estrada MIL 9 7 6 4 5 CIN Homer Bailey 19:10
Hisashi Iwakuma SEA 4 4 5 4 8 TB James Shields 19:10
Aaron Laffey TOR 3 7 5 6 6 BOS Josh Beckett 19:10
Nick Blackburn MIN 1 3 2 7 5 KC Luke Hochevar 20:10
Ryan Dempster CHN 6 1 5 9 4 STL Kyle Lohse 20:15
Bud Norris HOU 6 4 4 7 5 AZ Trevor Cahill 21:40
Drew Pomeranz COL 3 9 2 5 3 SD Jason Marquis 22:05
Ivan Nova NYA 6 7 6 4 5 OAK Tommy Milone 22:05
Derek Holland TEX 5 8 5 6 4 LAA Jered Weaver 22:05

To learn more about Pitcher and Team NERD scores click here.
To learn how Game NERD Scores are calculated, click here.
* = Fewer than 20 IP, NERD at discretion of very handsome author.





Carson Cistulli has published a book of aphorisms called Spirited Ejaculations of a New Enthusiast.

13 Comments
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Bradley Woodrummember
11 years ago

First of all: Andrew McCutchen, holy heavens.

Secondly of the rest: How is it that Colorado has a 9 team NERD and the Rays have a 4?

Austin Brancheau
11 years ago

I feel like someone questions the team NERD for Colorado every day, despite the metric’s infallibility

LTG
11 years ago

As the saying goes, “People of all gender orientations dig the long ball.”

matt w
11 years ago

Think it’s their speed score.