Tagged: Dan Haren

The In Vivo Autopsy of Dan Haren

Let’s have some fun with numbers, shall we?*

Here are three NL starting pitchers and a collection of their stats so far in 2013; they are joined by a common thread – they were all considered by fans and pundits alike to be good fits for the last spot in the Washington Nationals starting rotation coming into this season. You’ve read the title of my post, so you already know who one is – Dan Haren. OK, so the other two? One is former Nat and current Chicago Cub contract albatross Edwin Jackson and the other is former free agent siren, current Milwaukee Brewer, Kyle Lohse.

Now another question – who’s who in this table (courtesy of Fangraphs)?

W L IP K/9 BB/9 HR/9 BABIP LOB% GB% LD% FB% HR/FB ERA FIP xFIP WAR
4 8 72.2 7.31 1.24 2.11 0.320 67.7% 33.8% 21.5% 44.7% 16.0% 5.70 5.06 4.08 0.0
2 8 65.2 8.77 3.56 0.69 0.350 57.1% 51.5% 21.8% 26.7% 9.1% 5.76 3.38 3.58 1.2
2 6 73.2 5.62 1.47 1.59 0.287 79.7% 38.9% 23.9% 37.2% 14.9% 4.03 4.6 3.97 0.3

The first stat line belongs to Haren, the second to Jackson, and the third is Lohse’s; overall, we see three relatively well touted back of the rotation guys doing what back of the rotation guys do – eating innings, doing so with occasionally shaky peripheral stats. What we also see is that, in spite of the cries of many Nats fans to designate Haren for assignment or banish him to the bullpen in favour of a more productive pitcher (albeit one without the luxurious pelt of Haren’s), the other options available in the offseason would have provided essentially the same results – underwhelming ones. Throwing salt into this wound and confirming the ‘meh’ of this trio’s output, Haren’s average game score of 44.6 ranks 110th out of 122 starting pitchers who have at least 50 IP so far in 2013, with Jackson’s not too far behind at 114th (44.3 average game score), and Lohse leading this pack with a 51.1 average, good for 75th.

Essentially, the Nats and their fans are stuck with Haren and his $15 million highwire act. With that reality posited, it’s best for all involved to accept that attention must be turned to figuring out how to get 2013 Haren more in line with the productivity seen over his career:

  K/9 BB/9 HR/9 BABIP LOB% GB% LD% FB% HR/FB ERA FIP xFIP
Career 7.59 1.87 1.09 0.292 72.9% 42.8% 19.9% 37.2% 10.8% 3.74 3.69 3.61

Comparing this table to the first shows some promise – 2013 Haren is really not that far off of the mark with a number of his rate stats. He is striking out and walking people at the essentially the same rate as he has his entire career, and the same can be said for his linedrive rates (LD%). The real buggers here are his propensity to give up more flybballs (FB%) in 2013, which leads to his propensity to give up the longball (HR/9 and HR/FB).

So we have a ‘well duh’ moment – much of what Haren is suffering from arises from his inability to keep the ball in the park. While much has been made of Haren’s declining fastball velocity as being a large part of the issue, I won’t discuss it here, as I feel that his velocity has been on the decline over several years, so much so that it plays an ever shrinking role in his problems, as he has had time to make adjustments to compensate for declining velocity. So with that caveat out of the way, let’s take a look at some other details of Haren’s 2013 season and his career averages, my fellow baseball pathologists:

Season FA% FT% FC% FS% CU%
2013 28.4% 8.1% 39.2% 20.6% 3.7%
Career 33.6% 8.5% 22.9% 9.4% 10.7%

Here, we have pitch types and percentages – FA is four-seam fastball, FT is two-seam fastball, FC is cut fastball, FS is split finger fastball, and CU is curveball. While Haren does have other pitches in his repertoire, these are what he’s using thus far in 2013, per Fangraphs/PITCHf/x data. Right away, we see that Haren’s 2013 is marked by change – not only the lack of a changeup, but also a drastic difference in how frequently he throws certain pitches. Known the last few year for having his success from cutting and sinking his fastball in order to set up one of the better split finger fastballs, we see in 2013 he has pretty much, now relying even more heavily on his split and all but abandoning his curveball as well as his slider and changeup. In many respects, Haren is slowly becoming a two pitch pitcher (fastball/split), with both pitches seen in the 85-89 MPH range. Not the greatest recipe for success, as most starters need that third pitch to be effective and get hitters out, especially when facing them a third and fourth time. However, his split is good and his fastballs have a reasonable amount of movement that it *could* be enough to be effective.

Could.

Let’s look at his PITCHf/x pitch values for the pitches he’s using in 2013 – briefly, pitch values are a way to evaluate the effectiveness of a pitch; a positive number is good, and negative one is bad. There are many caveats to using these numbers, but for our discussion, they help add to the gist of the matter.

Season wFA/C wFT/C wFC/C wFS/C wCU/C
2013 -1.04 1.4 -3.08 1.39 -1.58
Total -0.31 -0.22 0.43 0.15 0.44

By the looks of it, Haren’s best weapon in 2013 is his two-seamer and split, with his cutter being his least effective pitch. Compare this to the previous table and we see Haren is relying heavily upon a pitch that is probably his least effective one, the cutter (FC). We do, however, see Haren use his best pitch, the split, twice as often as he has previously in his career, so it isn’t all bad in 2013. In general, these two tables show us the maturation of Haren as a pitcher who must rely on guile and movement of pitches as well as a pitcher that understands that he must continue to evolve his pitch selection and approach.

So we have a reasonable idea of what Haren has and what he’s doing with it – so how does that play into the results seen thus far? Picking at the numbers, Haren isn’t atrocious and much of what he has done appears to be easily remedied with a few changes in how he attacks hitters. While the overall stats don’t show it, Haren has had a handful of games where he pitched more than capably, highlighted by his 8 innings of one run ball May 2 against the Atlanta Braves.

So what gives?

Let’s shift gears a bit here, and look at some data from Baseball Reference that shows how progresses during his appearances in 2013. These next two tables show essentially the same thing, just broken down into different forms, the first by number of times through the opponent’s lineup and the second broken down by pitch count:

Split G PA AB HR BB SO SO/BB BA OBP SLG OPS BAbip tOPS+
1st PA in G, as SP 13 123 117 6 2 29 14.50 .274 .289 .496 .785 .313 80
2nd PA in G, as SP 13 113 105 5 4 16 4.00 .305 .342 .495 .838 .321 96
3rd PA in G, as SP 13 80 75 6 4 12 3.00 .333 .375 .640 1.015 .333 133
4th+ PA in G, as SP 3 5 5 0 0 2 .400 .400 .800 1.200 .667 170
Provided by Baseball-Reference.com: View Original Table
Generated 6/14/2013.
Split G PA AB HR BB SO SO/BB BA OBP SLG OPS BAbip tOPS+
Pitch 1-25 13 82 78 5 2 17 8.50 .282 .296 .551 .848 .298 92
Pitch 26-50 13 87 83 0 1 16 16.00 .241 .267 .301 .569 .299 37
Pitch 51-75 13 85 81 8 2 15 7.50 .333 .357 .679 1.036 .328 134
Pitch 76-100 13 62 55 4 5 10 2.00 .364 .426 .636 1.063 .390 147
Pitch 101+ 3 5 5 0 0 1 .400 .400 .800 1.200 .500 170
Provided by Baseball-Reference.com: View Original Table
Generated 6/14/2013.

And there lies the rub. Haren’s stuff still remains effective, but under a finite number of pitches or number of times through the opponent’s lineup. Once he hits about 60 or so pitches, roughly the third time through the lineup, the wheels fall off for Haren, and his inability to throw an effective third pitch to keep hitters off-balance and not sitting on his fastball or split becomes exposed, typically in the form of a big inning. While this is troubling enough for Haren, it is compounded by the call up of Ross Ohlendorf from Class AAA Syracuse and his fantastic first outing as a National; now, it can no longer be assumed that patience will be lended to Haren, should he suffer another shaky outing.

So how to make lemonade out of this lemon? What can be done to make the most of Haren’s fleeting but desirable effectiveness while also maximizing the productivity out of back end of the rotation?

While lineup and pitching rotation optimization is still considered a bad word in many baseball circles, the possibility of a fifth starter by committee could provide a method of making the most of Haren’s good innings, while also lessening the possibility of damage from a big inning – quitting while you’re ahead, figuratively and literally. With Ohlendorf now slotted into the long relief/spot starter role in the Nats bullpen, it would be an interesting experiment to slot both Haren and Ohlendorf  for a discrete number of pitches for each of Haren’s starts, a la the 2012 Colorado Rockies, giving Haren his starts, but keeping him to his 60 or so effective pitches, with Ohlendorf coming in to take care of the rest.

It is an extreme alternative, but considering the extreme home run rates and loss of effectiveness in the later innings arising from Haren’s outings, it’s one that could give the Nats the shutdown, end of the rotation starter that they thought they had after signing Haren in the offseason.

*I know, I know, there’s a first time for everything.

Expectations, Great or Otherwise: Bryce Harper’s 2013

Coming into spring training, the expectations for the 2013 Washington Nationals, needless to say, are much different from those placed in front of them in 2012. A NL East championship, an unfettered Stephen Strasburg (at least innings-wise), and a couple of fresh faces in the form of Denard Span and Dan Haren all add weight to the already heady prognostications set forth by those who…uh…prognosticate.

These are but a small sampling of what’s shaping DC expectations; beyond them is what is being impatiently expected out of the age 20 season of NL Rookie of the Year and future curer of cancer Bryce Harper. Thus far in his 33 spring training plate appearances, Harper is doing everything he can to silence critics that forecast a sophomore slump, hitting at a .438/.455/.750 slash line in his Florida environs. This of course, has Nationals fans’ hearts aflutter, thinking of what his 1.205 spring training OPS will translate to, once the regular season begins and teams start playing for keeps – All Star appearances, MVP’s… championships?

Or nothing at all?

The chronicles of baseball lore are strewn with the names of rookies who sparkled, only to immediately fade once season two came upon them; who can really say for any certainty that this won’t happen to Harper? Who can say that spring training stats *are* useful, and possibly prognosticators of a fabulous follow-up season?

Well, for this post, we can. Let’s get to it.

To preface our little exercise, let’s have a look at what Matthew Kory recently wrote about Harper and the expectations surrounding him and his 2013 season. For those of you too lazy to click the link, I will paraphrase – what Harper has done at age 19, using home runs and OPS as measures of success, hasn’t been done very often, and typically not in the same way that Harper did it in 2012. As such, his encore performance in 2013 is hard to predict, given his unique skill set.

So we have a tough task ahead of us, fair enough. Let’s take what Kory has given us, fiddle with the numbers a bit, and add a little something more, shall we?

Thanks to Baseball Reference, we have all of Harper’s numbers at our fingertips – let’s compare them to what others have done at age 19 historically, looking at both OPS+ and BRef’s version of Wins Above Replacement – rWAR. For Harper, he came in at a respectable 119 OPS+ and a 5.0 rWAR in his age 19 season – so respectable, that no one else in baseball history has performed above that  OPS+/rWAR combination as a teenager. Let’s loosen the criteria a tad – the only other players in MLB history aside from Harper to have an OPS+ greater than 119 along with a rWAR greater than 2.0 as teens were Ty Cobb (132 OPS+/2.3 rWAR) and Mel Ott (139/3.7), both of whom were mentioned in Kory’s article. As a rough guide, a 2.0 rWAR is considered starter level output; anything at 5.0 or above is All Star quality.

The numbers so far are historical, and may or may not be predictive of future performance. Of course, we won’t know for a while whether Harper will repeat his 119 OPS+/5.0 rWAR 2012, but we can see if Cobb and Ott duplicated or bettered their age 19 seasons as 20 year olds, as measured by OPS+ and rWAR. To the numbers (courtesy of Baseball Reference)!

Player Year Team G PA AB BA OBP SLG OPS OPS+ WAR
Cobb 1907 DET 150 642 605 0.350 0.380 0.468 0.848 167 6.6
Ott 1929 NYG 150 675 545 0.328 0.449 0.635 1.084 165 7.3

Well, then. If history is to be trusted, Harper has some work ahead of him this year, if he is to equal his historical equals with regards to his age 20 season. Looking only at rWAR, Cobb’s age 20 saw a 187% increase in rWAR, with Ott showing a 97% increase in rWAR the year after his age 19 3.7 rWAR season. For Harper to emulate these jumps in performance, he would have to finish 2013 with at least a 9.8 rWAR; 56 seasons of 9.8 rWAR or greater have been seen in MLB history, the most recent being Mike Trout‘s 2012 10.7 rWAR season… at age 20.

Right now, Harper is looking at some heady numbers to put up come the regular season to keep up with the Cobbs and Otts of the MLB world, and continue the statistical trajectory he has set himself upon into his 20’s. As previously mentioned, he’s doing a heck of a job of doing just that thus far in spring training. Let’s look at some more data and take a sampling of who is performing as well as, if not better than Harper thus far in spring training, and see if we can gain anything from it, as it pertains to Harper’s potential for 2013. For this table, we are looking at players who have a 1.205 OPS or better in 33 or more spring training plate appearances (PA):

Name Age Team OppQual PA  H HR RBI BA OBP SLG OPS TB
Robinson, Shane 27 STL 8.8 34 15 3 11 0.500 0.559 0.967 1.525 29
Belt, Brandon 24 SF 9.3 34 15 4 9 0.455 0.471 0.939 1.410 31
Bradley, Jackie 22 BOS 7.9 35 15 1 4 0.536 0.629 0.714 1.343 20
Baker, Jeff 31 TEX 8.5 37 18 1 6 0.529 0.568 0.735 1.303 25
Peguero, Carlos 25 SEA 7.9 33 12 3 4 0.400 0.455 0.833 1.288 25
Blanks, Kyle 25 SD 8.2 42 13 2 8 0.406 0.500 0.781 1.281 25
Yelich, Christian 20 FLA 8.5 42 13 3 11 0.371 0.476 0.771 1.248 27
Peterson, Shane 24 OAK 7.7 36 16 1 6 0.457 0.472 0.743 1.215 26
Harper, Bryce 19 WSH 8.9 33 14 2 4 0.438 0.455 0.750 1.205 24

Even as hot as Harper’s bat has been to start 2013, there are plenty of others that are just as locked in; also of note is the lack of star players on the list, aside from Brandon Belt. Looking at it from another perspective, we can also say that Harper is doing all of this against close to MLB quality opponents, as seen with his 8.9 OppQual stat. OppQual – or Opponent Quality – is a new stat from Baseball Reference, which attempts to grade the quality of the pitchers a hitter faces in spring training. Given the number of players invited to participate in spring training, from guys just out of rookie league ball, up to MLB veterans, this value is a nice way to help determine whether spring training hitting stats have some bite to them. While Harper will of course face better pitching come the regular season, it won’t be by much, if OppQual is to be taken into consideration; MLB level quality opponents are scored a 10, with AAA level players scoring an 8 per OppQual. Harper’s 8.9 and Belt’s 9.3 show that they are hitting against just about MLB quality opponents.

While the numbers and methods to the madness that I have presented are in no way the be all, end all, I think they lend themselves some credibility in explaining not only how special a player Bryce Harper has been already, but could possibly be. On the other side of the coin, it also shows that a tempering of expectations is necessary, not only to keep things in perspective regarding Harper’s possible place in baseball history, but also within the context of a season, a season that really hasn’t truly begun. For every Albert Pujols, who led all hitters in spring training OPS in 2012, there’s a Kila Ka’aihue, who ‘won’ spring training OPS honours in 2011, only to follow it up with a 69 OPS+ that season for the Kansas City Royals.

While many will consider this perspective to be one straight out of a Debbie Downer skit, it’s one that allows sanity to remain firmly in one’s grasp, something that many baseball fans can’t boast (see: Cubs, Chicago).

No matter what Harper does in 2013 and beyond, he still has much to be proud of. Harper has already bettered fellow Las Vegan and former Rookie of the Year Marty Cordova, not only in garnering All Star honours – something no position player born in Vegas can boast – but also by not missing games after succumbing to tanning booth sunburn.

Ahh, silver linings.

Spreading the Non-HDIB? Word

I had the pleasure of writing a couple of articles for the upstanding gentlemen of BaseballPress – go check them out, if you’re so inclined.

This might come as a shock, but they’re both about pitchers.

In even more of a shock, only one of them is left handed.

–~~~–

The future of Brian Matusz is still bright, but perhaps not in the role the Orioles envisioned

…and a blurb on the Dan Haren signing, and my thoughts on what will be the key to a productive season in DC

In the timeless and booze laden words of Bartles and Jaymes, thank you for your support.