Job Posting: Wasserman Sports Analytics Position
Position: Wasserman Sports Analytics Position
Location: New York
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Location: New York
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Location: Minneapolis
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Location: Washington DC
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Late last week, I published an article about Kevin Kiermaier, calling him further underrated because he’s faced an abnormally tough schedule of opposing pitchers. On the other side of things, Jorge Soler is coming off a year in which he faced one of the easiest opposing slates in recent history. This doesn’t lead to anything conclusively — worse pitchers can throw great pitches, and great pitchers can make mistakes. But what’s suggested is that Kiermaier’s true talent is higher than his numbers, while Soler probably had his 2016 stats inflated. This is an adjustment we so infrequently discuss.
If I’m going to point to hitters and their strengths of schedule, it only makes sense to look at pitchers, too. So I did that for a number of pitchers in 2016, guided by this Baseball Prospectus list. I didn’t calculate numbers for every pitcher, but I examined many pitchers at either end of the BP list. All I did was calculate the average 2016 wRC+ posted by the pitchers’ opponents. The higher the number, the tougher the average opponent. The league-average wRC+ last season, with pitchers included, was 97.
Pitchers with easier schedules
For the most part, I just wanted to look at pitchers who threw at least 100 innings. But for some smaller-sample fun, J.P. Howell’s average opponent managed just an 84 wRC+, while Matt Harvey wound up at 85. That makes Harvey’s season look only worse, although he had a pretty good reason for that.
Pitchers with tougher schedules
The gaps might not seem that big to you, I don’t really know. But for whatever it’s worth, Todd Frazier just had a 102 wRC+, and Adonis Garcia finished at 90. Steamer projects Mike Napoli for a 103 wRC+, with Kevin Pillar at 90. Imagine the difference between a full season facing lineups of Napolis and lineups of Pillars. Mathematically, it would work out to double-digit runs, so just remember this the next time you’re, say, recalling some pitching numbers from the 2016 American League East. Not every schedule is created the same, and you better believe certain pitchers can feel it.
Last week, on Twitter, Mike Petriello reminded me that, in January of 2016, I wrote a post entitled The Most Volatile Hitter in Baseball History. The headline was sexy and interesting, because I didn’t know any other way to convince you to read a post about Ryan Raburn. The gist: I looked at all four-year season stretches dating back to 1900, with at least 200 plate appearances in each season. Raburn, over his four-year span beginning in 2012, had seen his wRC+ bounce around the most. He went from being one of the worst hitters to being one of the best hitters to being one of the worst hitters to being one of the best hitters. I don’t know what it meant. It just instantly became the most interesting thing about Ryan Raburn.
Okay! So, since 1900, there have been more than 8,300 cases where a player was a “qualified” hitter in consecutive years. Who had the biggest year-to-year drop in wRC+? You might be able to guess this one — it’s Bryce Harper, who just saw his wRC+ drop by 85 points. Though he wasn’t bad by any means in the most recent year, he wasn’t the destroyer of worlds he’d been the summer before. Rumors continue to swirl that Harper was playing through significant pain.
Bryce Harper’s wRC+ just lost 85 points. A massive, historic drop. If you look at the last two years and reduce the playing-time minimum, the guy with the second-biggest drop, at 81 points, is Ryan Raburn.
The pattern, therefore, continues.
The first time around, I looked at four-year stretches, with a minimum of 200 plate appearances in each. Raburn has batted at least that many times every year since 2009, but since he’s often been close to 200, I opted to lower the minimum to 150 plate appearances. Now to look at five-year stretches. I had a pool of 12,044 five-year stretches to consider. Here are the stretches with the biggest wRC+ standard deviations:
Player | First Year | Last Year | Y1 | Y2 | Y3 | Y4 | Y5 | Standard Deviation |
---|---|---|---|---|---|---|---|---|
Ryan Raburn | 2012 | 2016 | 28 | 149 | 50 | 154 | 73 | 57.7 |
Ryan Raburn | 2011 | 2015 | 94 | 28 | 149 | 50 | 154 | 56.8 |
Ryan Raburn | 2010 | 2014 | 120 | 94 | 28 | 149 | 50 | 49.6 |
Dusty Rhodes | 1953 | 1957 | 89 | 181 | 125 | 83 | 55 | 48.5 |
Danny Valencia | 2012 | 2016 | 26 | 140 | 85 | 136 | 118 | 47.2 |
Ryan Raburn | 2009 | 2013 | 129 | 120 | 94 | 28 | 149 | 46.9 |
Danny Valencia | 2011 | 2015 | 83 | 26 | 140 | 85 | 136 | 46.7 |
Travis Hafner | 2004 | 2008 | 158 | 166 | 176 | 121 | 64 | 45.8 |
Travis Hafner | 2005 | 2009 | 166 | 176 | 121 | 64 | 115 | 44.9 |
Bernard Gilkey | 1996 | 2000 | 152 | 102 | 74 | 117 | 34 | 44.6 |
It’s Ryan Raburn! In second place, overlapping Ryan Raburn. In third place, overlapping Ryan Raburn. And then a somewhat distant Dusty Rhodes. But one thing about standard deviations is that they don’t really consider sequencing. Going 100 – 100 – 50 would look the same as going 100 – 50 – 100. The second example looks more volatile, so to capture that, I’ve looked at the total wRC+ change. I took the absolute values of the changes between each year and then added them together. The leaders:
Player | First Year | Last Year | Y1 | Y2 | Y3 | Y4 | Y5 | Total Change |
---|---|---|---|---|---|---|---|---|
Ryan Raburn | 2012 | 2016 | 28 | 149 | 50 | 154 | 73 | 405 |
Ryan Raburn | 2011 | 2015 | 94 | 28 | 149 | 50 | 154 | 390 |
Ryan Raburn | 2010 | 2014 | 120 | 94 | 28 | 149 | 50 | 312 |
Danny Valencia | 2011 | 2015 | 83 | 26 | 140 | 85 | 136 | 277 |
Danny Valencia | 2010 | 2014 | 117 | 83 | 26 | 140 | 85 | 260 |
Clyde Barnhart | 1923 | 1927 | 151 | 91 | 114 | 31 | 116 | 251 |
Joel Youngblood | 1980 | 1984 | 102 | 164 | 75 | 138 | 101 | 251 |
Roy Campanella | 1952 | 1956 | 120 | 154 | 75 | 150 | 89 | 249 |
Rafael Furcal | 2007 | 2011 | 82 | 171 | 93 | 126 | 83 | 243 |
Lou Piniella | 1972 | 1976 | 136 | 76 | 114 | 38 | 106 | 242 |
It’s not even close. Over the last five years, Raburn’s wRC+ has changed by an average of about 101 points a season. The nearest non-Raburn name is 2011 – 2015 Danny Valencia, at an average of about 69 points a season. Raburn established a historic pattern, and then continued it. I wasn’t expecting that, even though, you know.
Basic pattern recognition would suggest Raburn is now due for another offensive breakout. He happens to be a free agent, and the last time he was linked on MLB Trade Rumors was last March 29. Every team in baseball would tell you, no, that conclusion is stupid, that’s not how this works. But I think we can all agree that baseball probably doesn’t quite understand how Ryan Raburn works. How could it?
This very minute, the author has published an episode of FanGraphs Audio in which lead prospect analyst Eric Longenhagen and that same dumb author play the first inaugural edition of the Over/Under Prospect Game. The rules of the game are discussed in greater detail within the pod episode. In short, though, this is how it’s played:
For sake of simplicity, we limited the game to 10 nominations total, five by Longenhagen and five by me. The only criterion for a nominee was that he retained his rookie eligibility entering the 2017 campaign.
The Indians have had a successful offseason, as noted by Craig Edwards last week and they kept winning the offseason on Thursday, agreeing with left-handed reliever Boone Logan on a one-year deal with an option, as first reported by Ken Rosenthal.
Sources: #Indians in agreement with free-agent LHP Boone Logan, pending physical.
— Ken Rosenthal (@Ken_Rosenthal) February 2, 2017
Entering Thursday, Cleveland had only one lefty in its bullpen, albeit perhaps the game’s best left-handed reliever in Andrew Miller. Now they have two who can miss bats, and presumably Logan can fit a matchup role that will free Miller to be used in a more versatile manner by Cleveland manager Terry Francona.
Last season with the Rockies, Logan held left-handed hitters to a .139/.222/225 slash line and since 2014 he’s limited lefties to a .236/.330/.392 slash line.
Francona said earlier this winter he didn’t just want any lefty added to the bullpen, he wanted an effective one. And according to T.J. Zuppe, Logan was on the Indians’ radar last trade deadline.
Logan didn’t make the cut of FanGraphs’ top-50 free agents this offseason, but he did come in at No. 50 on at CBSSports and ranked 37th according to MLB Trade Rumors. So for Cleveland to sign Logan in February to a one-year deal with an option seems like a winning transaction for a club, which is projected to win the AL Central and return to the postseason.
Sit ’round the fire, children, and let me tell you a tale. Once there was a man named Wily Mo Peña. He did things like this.
Wily Mo could hit the ball just about as far as anyone. He didn’t make contact very often, but when he did, the ball flew as if someone had set off a brick of C-4 behind it. Wily Mo Peña was a human launching pad, but a flawed one. In 1,845 big-league games between 2002 and 2011, he accumulated just 0.4 WAR. That’s because Peña generally can’t play defense, and he doesn’t walk very much either. He’s a one-trick pony of the highest order, a poor man’s Dave Kingman. It is not surprising that he took his talents to Japan. There he thrived. Now, he has returned.
After taking 2016 off, Peña has signed a minor-league deal with Cleveland, and there’s a clause in his contract that stipulates that he can make $700,000 if he makes the big-league team. He’ll serve as an insurance policy for Edwin Encarnacion and Carlos Santana, given that both sluggers are over 30, though he’ll need to contend with Chris Colabello. Peña should be adequate as a stopgap DH should the big club need him. Ken Rosenthal reports that he and Encarnacion are close and that Cleveland signed him after watching him work out with Encarnacion.
This is a move of little to no significance. It’s hard to imagine a scenario in which Wily Mo Peña plays a crucial role for Cleveland during the playoff push, to say nothing of imagining a Wily Mo Peña home run winning a World Series game. Peña is a dinosaur sort of player from a bygone era. He is a 90s’ kind of slugger in a younger more athletic game, a game in which the man who led the National League in homers in 2016 may have to retrace Peña’s steps to Japan.
Sports are entertainment, though, and we should celebrate that we may once again be entertained by Wily Mo Peña. Goodness knows the fans in Japan did.
It would be surprising if Peña got more than 150-200 plate appearances with the big club, if any at all. We can only hope that we’re blessed with even just one more massive home run. He may be capable of peppering the massive scoreboard at Progressive Field. All that remains to be seen if he’s given the chance to do so.
Here’s your chance to vote for the 2017 SABR Analytics Conference Research Award winners.
The SABR Analytics Conference Research Awards will recognize baseball researchers who have completed the best work of original analysis or commentary during the preceding calendar year. Nominations were solicited by representatives from SABR, Baseball Prospectus, FanGraphs, The Hardball Times, and Beyond the Box Score.
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Results will be announced and presented at the sixth annual SABR Analytics Conference, March 9-11, 2017, at the Hyatt Regency Phoenix in Phoenix, Arizona. Learn more or register for the conference at SABR.org/analytics.
Look, it would be strange if the Rockies didn’t have a weird offseason, right? It’s the Rockies. Weird has been the modus operandi with this franchise for all of recent memory. Even their run to the World Series was unexpected and strange and involved Matt Holliday perhaps not really touching home plate at one crucial point. If the Rockies went out and made a bunch of coherent moves, it might be cause for concern.
Anyways, after signing Ian Desmond to play first base and throwing a lot of money at perfectly pedestrian lefty reliever Mike Dunn, Colorado is bringing in right-hander Greg Holland, because why not? As you likely know, Holland is good at baseball. He was the closer for the Royals during their run of success, and when he was healthy, he was excellent. Holland is the owner of a career 2.35 DRA and has struck out just over a quarter of all the batters he’s faced. When he was healthy, he was one of the best in the business.
“When he was healthy” is the important phrase here. Holland missed all of last year and part of 2015 after undergoing Tommy John surgery. This makes him going to Colorado interesting, because Coors Field is not exactly the first place that comes to mind when one thinks “rebound.” Yet here Holland goes, to ply his craft for the Rockies. He’s heading there on a one-year deal, per Jeff Passan, with a vesting option for a second year. Holland will make $7 million this year, and could potentially earn as much as $14 million through incentives. The vesting option will presumably depend either on raw innings pitched or the number of games Holland finishes.