Showing posts with label Cheap shots. Show all posts
Showing posts with label Cheap shots. Show all posts

Friday, July 3, 2009

Can I Keep My Jersey?

Okay, show of hands: Who wants to read a basketball memoir? Okay, three of you (No, I won't say which three). Now, what if I told you that, rather than being written by a star player, it was written (Not ghostwritten. Written) by a nomadic player who typically finds himself the twelfth man on a twelve-man team when he is in the NBA? Where'd the hands go? Alright. Now let's tack on the added stipulation that this player, whom we'll call Paul Shirley (Because that is his name) wrote a blog for NBA.com in which he did not spout any meaningless sports cliches. A blog in which he described his reason for being on the Phoenix Suns thusly: "[All it took to get me here was] a trade by the Suns that sent away Casey (Jacobson) and two others, and the Suns’ subsequent need for a warm body to keep the bench from tipping toward the coaches." All right, at least those of you who haven't stopped reading yet seem content to finish this post, provided I keep it short. That'll have to do.

What I am discussing here is the memoir of a rather sarcastic journeyman, one who wrote openly about the experience (In the Probably Not Unrelated file, he hasn't been employed by an NBA team since this book came out). And it is rather exceptional. He takes a very conversational writing style, something that makes sense considering the material is developed from the journal he kept during his travels. The end result is essentially what you would get if you had a good friend who managed to be one of the 500 best people in the world at something, yet still could find the time to complain about it (Wait, that didn't come out right). In a field of competition replete with athletes thanking Jesus for helping them put a ball through a hoop, it is rather refreshing. Instead of sentiments such as these, this book finds the author lamenting a missed opportunity to kick Kobe Bryant in the testicles. I think you can see how one of these is more interesting to read.

So if you would like to become a little wiser on the topics of Russia ("As far as I can tell, Russia causes me to have suicidal thoughts, so the faster I can get out, the better"), minor league basketball ("The Rattlers do not usually play their games in the UNLV student rec center but, because the porn convention in town had outbid the team for the use of their usual facility, we played there that night (I'm not joking)."), basketball arena announcers ("The Grizzlies may very well have the best announcer in the NBA. He has a knack for making everyone’s name sound intimidating. I wonder what he could do for a guy that has a girl’s first name as his last name?") and injury rehab ("Until that [The healing] process begins, there is no real reason for the pain to subside. Therefore, I take lots and lots of drugs."(In case anyone is wondering, the drug in question is Gene Fackelman's personal mountain of doom, and Shirley offers a quite wonderful, yet thoroughly unprintable, description of his feelings toward it)), con your local library into buying this book. It's probably more fun than I've made it sound here, and a quick read. Which at the least makes it better than Bleak House.

Thursday, June 25, 2009

Analyzing Dice-K

Two days ago, Bob Ryan wrote an article entitled It Just Doesn't Add Up for the Boston Globe. The article is about the fact that Daisuke Matsuzaka is struggling this year, and isn't worth the money the Red Sox paid to sign him. In it Ryan briefly touches on the topics of interest, but never does any sort of actual analysis either of baseball's salary scale or of the reasons for Daisuke's ineffectiveness this year. So I will now attempt to pick up the ball he has dropped. Because with how awful the Red Sox media is, Lord knows someone needs to fill the void by competently discussing the team (These guys do a better job than I will ever manage, by the way).

Last year Daisuke went 18-3, a phenomenal Win-Loss record. However, he was nowhere near as good a pitcher as that suggests. Before I get into why, let's lay down some basic parameters here. The goal of pitching is to prevent runs, plain and simple. There are different ways of approaching this, the most effective of which is striking people out. Ground balls are another extremely effective method, as no amount of steroids Raul Ibanez injects before breakfast can cause a ground ball to go over the outfield fence. However, pitching is not the only factor here. Team defense accounts for approximately 1/3 of run prevention, leaving the pitcher responsible for the other 2/3. We'll come back to this point. And then we come to luck. It is really amazing how much dumb luck influences pitching. To paraphrase Bill James (a.k.a. Sabermetric Jesus), it is entirely possible that what I am going to refer to here as luck is not actually that, but rather just something that we do not yet know how to measure. And so it may be, but until we devise that measurement, luck it shall be. Things that are primarily luck include Batting Average on Balls In Play (Hereafter BABIP), Home Run per Fly Ball %, and Strand Rate. For more complete rundowns of these numbers, I recommend Fangraphs, The Hardball Times, or (If you'd rather pay money for something you can get for free) Baseball Prospectus. BABIP measures the amount of balls hit into the field of play that result in hits. Now, there are obviously things that affect this slightly, but by and large every pitcher's BABIP should be about .300. Numbers lower or higher than that are simply good luck or bad luck, and are completely unsustainable for extended periods of time for reasons beyond a pitcher's control. HR/FB for all pitchers should be right around 11%. The home park a pitcher spends his time in can affect this, but the only way to be certain to prevent home runs is to lower the rate at which you allow fly balls, as 11% of them are going to go over the fence. And finally, strand rate is simply the number of players who reach base against a pitcher who do not score. Simple enough. This should normalize around 72% for an average pitcher, with better pitchers being able to post slightly better numbers than that (For obvious reasons). Okay. I can't believe I haven't run down that stuff before, but that's done now. Since there was quite a bit of it, let's start fresh with a new paragraph.

As I mentioned above, Dice-K was 18-3 last year, with an excellent ERA of 2.90 (Earned Runs Allowed per 9 Innings, for those of you who are baseball neophytes. You've all stopped reading by now, haven't you?). But in truth, he was nowhere near that good. If we compare his 2008 statistics to his 2007 statistics, a year in which he was merely a solid pitcher rather than an ace, we find some rather startling results. Let's do this in chart-ish form.

K/9 (Strikeouts per 9 innings)
2007: 8.84
2008: 8.27

BB/9 (Walks per 9 innings)
2007: 3.52
2008: 5.05

BABIP:
2007: .306
2008: .267

HR/FB%:
2007: 11.7
2008: 7.5

Strand Rate:
2007: 73.9%
2008: 80.6%

Notice anything? In K/9 and BB/9, two luck-independent outcomes which are largely in the control of the pitcher, Matsuzaka actually performed worse in 2008 than in 2007, even though he improved his ERA by a full run and a half per game. This improvement is because of the last three numbers listed, luck-related statistics in which Daisuke performed at a rate far above the sustainable league average. In fact, if we normalize his luck-dependent stats to determine what his ERA should have been in each of those years (xFIP, if you're wondering), we find that in 2007 he pitched with an ERA of 4.42, while in 2008 he checked in with a worse showing of 4.82, a progression in the wrong direction. So he actually got worse between the two seasons, which still does not entirely explain this season's disaster. Ignoring the components to jump straight to the conclusion, what is his xFIP so far this year? 4.93, almost identical to last year. So what's the problem? Primarily bad luck. His K/9 and BB/9 have actually both improved from last year, and while there's still a long ways to go before his BB/9 hits a number that we can call 'good' (I'd settle for 'acceptable' at this point), it's legit improvement. But his BABIP has gone through the roof, checking in at an obscene .441, and his fly balls allowed are clearing the fence 17.5% of the time. These are the primary reasons for his decreased performance, and are things that should work themselves out over time. But is it entirely bad luck? No.

The thing about normalizing BABIP to exactly .300 for each pitcher is that this assumes that pitcher has a league-average defense taking the field behind him. This is almost never the case, meaning small variations in team BABIP should be expected, with good defensive teams posting a lower number, while poor defensive teams post a higher one. Last year's Red Sox were an excellent defensive team, posting the fourth-best UZR (Ultimate Zone Rating, available on Fangraphs. Why UZR? Because fielding percentage means less than nothing) in all of baseball. This year's version comes in 29th, only better than the beyond-inept Washington Nationals. The primary culprits are Mike Lowell, Julio Lugo and Jacoby Ellsbury, all of whom have fallen off a cliff (Since Lugo was fringe-average in the first place, this is not at all a good thing for him). The fact that Jason Bay has posted a worse showing in both years than Manny Ramirez did over the first half of last year is not really helping things, either. So while we should expect Daisuke's BABIP to rise above league average, we're still talking about a range closer to .310, not the stratosphere in which it currently resides. Given the chance, he will resume pitching at the level we are accustomed to seeing him at, even if we do not always understand what level that actually is.

Now let's go back to our good friend Bobby Boy. His article is not necessarily about how Daisuke is finished, but rather about the fact that Bob believes he is overpaid. Now that we've finished with a performance analysis, let's move on to salary matters. To argue his thesis statement in the article in question, Ryan provides us with the following pieces of evidence:

Daisuke's salary, presented in a misleading fashion
That is all

Besides making the reader question how Ryan still has a job, this does not actually accomplish much. Let's go through money matters now. Daisuke was a free agent in 2006. This is important because, in MLB, the rookie salary scale artificially depresses the salaries of young players for the first six years they are in the majors, years which are often their best. This makes baseball salaries often seem different than they actually are. Player salaries need to be divided up between cost-controlled youngsters and free agents to get an actual idea of what players are paid. And on the free agent market of the winter of 2006, free agents were paid about $4,000,000 per win above replacement player that they provided for their team the previous year. This amount increased linearly with each additional win, meaking a 2-win player worth $8 million, a 3-win player worth $12 million, and so on (This can be easily determined by merely dividing the total dollars all free agents were given that offseason by the WAR they collectively provided the previous year). Ryan does not once mention this. Now, I am not saying the best way to run a team is to go out and spend money on free agents. But if you do so, this is what it will cost you. This is the same free agent market where Carlos Silva is worth $12 million annually for four years (The Silva deal was signed one year later, when free agent value had risen to $4.5 million per win. The point stands). Providing this context makes Daisuke's deal look very reasonable, possibly even exactly where it should be, which is probably why Ryan did not put it in his article (Showing blatant disrespect for his reading audience, as he is presuming they will not know this. Either that or he does not know it himself, and is unwilling to research a subject before he writes about it, which calls into question why he has his job). In 2007, Daisuke was worth 3.9 Wins Above Replacement (WAR), or $15.6 million, based on the year he signed his contract. In 2008, 3.3 WAR, or $13.2 million. Per the terms of his contract, in 2007 Daisuke was paid $6 million by the Red Sox. In 2008 he made $8 million (By the way, lest you think I shouldn't be riding Ryan about the research, these numbers took me 17 seconds to find using Google. I timed myself). So why is he overpaid again?

Well, this is because Ryan combines the posting fee paid to his former team in Japan as part of Daisuke's salary. It is not. Daisuke was a professional athlete under obligation to remain in Japan. To release him from that deal, his team offered negotiation rights with him to the highest bidder, who happened to be the Red Sox. Essentially, the Red Sox spent $51 million to buy out his deal with his old team. Whether that was money well-spent or not, it is certainly not a part of his contract. And the fact that this money bought exclusive negotiation rights is almost certainly what enabled the Red Sox to sign Matsuzaka to what is actually a below-market deal. As you would not know if you read the Ryan article, Daisuke signed a contract for 6 years, for a total of $52 million dollars. Per the going rate of the free agent market, of which Daisuke was a member, this valued him at almost exactly the same worth as Odalis Perez. Why are you complaining, Bob? If the Red Sox get no value out of Daisuke the rest of the season, over the first three years of his contract they will have made a profit on the wins received for the money they've paid him so far, making the signing a good one for the team. And I hate watching him pitch. There is nothing more frustrating than watching a pitcher who seemingly cannot throw strikes. But it is still a good contract.

Ryan also seems to be objecting to one more thing, which is that Daisuke was billed as the Next Big Thing, and he has not delivered on that. Fair enough. But who billed him as that? Was it the man himself? Certainly not. It was the media, of which Bob Ryan is a large part. After Daisuke's seventh career start, Bob Ryan announced to the world that "The Daisuke Era has officially begun." Is there a single mention of the fact that what Ryan primarily objects to about Daisuke in his article is something that he himself helped create? No, there is not. Because writing that would involve both honesty and accountability, two qualities you are not likely to find in an article written by Bob Ryan. If you want to learn about baseball, the best thing you can do is avoid reading the Boston newspapers. All they will do is keep you mis- and uninformed.