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Ngayaw Ake and Three Sluggers from Team Chinese Taipei

Let’s talk World Baseball Classic.Chinese Taipei Olympic Flag

I believe one of the key impediments preventing American and Canadian baseball fans from true excitement about the WBC has to do with limited knowledge of foreign players. We are, as some economists might say, rationally uninformed. To learn the necessary statistics and fun bits about the teams and players would take too much time and effort, considering the difficulty language barriers present.

Lo and behold! I happen to speak and, to a lesser extent, read Chinese! Allow me to act as your conduit; your semi-skilled cultural guide for, if nothing else, the Chinese-speaking teams. Allow me to not only translate some of their more useful statistics, but also present some slices of their personalities.

Let’s examine three of Taiwan’s best hitters: (1) Ngayaw Ake, (2) Yi-Chuan Lin, and (3) Szu-Chi Chou:

Top wOBA+ Numbers*, 2009-2012

Player Pinyin Name 2009 2010 2011 2012 Average WBC?
周 思 齊 Zhou Siqi (this is Chou) 111 133 130 137 128 Yes!
張 泰 山 Zhang Taishan 117 145 128 117 127 No.
張 正 偉 Zhang Zhengwei   111 145 116 124 No.
林 益 全 Lin Yiquan (this is Lin) 145 108 107 130 123 Yes!
林 智 勝 Lin Zhisheng (this is Ake) 128 128 105 128 122 Yes!

*Not park adjusted.
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How Can We Predict Stolen Base Talent?

Predicting the ability to steal bases is not something you think you need to do. You did not say to yourself over breakfast, “I wonder if Michael Bourn can steal bases?” You already knew he could. And maybe that’s what made breakfast so delicious.

But if we want to push the frontier of base running, if we want to see the end of the home run era become the beginning of the efficient base running era, we have to do this thing we thought we did not need to do. We have to be able to predict stolen bases.
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Cubs Sign Scott Hairston, Edge Closer to Hopeful Season

The Yankees, Mets, Braves and Phillies were all in pursuit of Scott Hairston, and it wasn’t until last week that it appeared the Cubs even had a chance. Now the oft-wanted role player is joining the Chicago Cubs on a 2-year deal worth up to $6 million after incentives.

Hairston’s well-documented ability to hit left-handed pitching (119 wRC+ against lefties, 86 wRC+ against righties) has earned him quality playing time in the majors, but never a starting gig. That trend should continue as he joins a Cubs outfield alignment already featuring a pair of lefties in David DeJesus and Nate Schierholtz.

Schierholtz has a career 96 wRC+ against righties and 90 wRC+ against his brother southpaws. On the merit of two consecutive strong seasons against right-handers (123 wRC+ in 2011, 126 wRC+ in 2012), Schierholtz figures to earn a hearty 500 PA as the Cubs anti-righty platoon mate.

DeJesus, meanwhile, owns a much more pronounced platoon split. His strong defense across the outfield and 117 wRC+ against righties keeps him in the lineup most days, but his 80 wRC+ against lefties may make him — despite being the more proven hitter — a possible platoon partner for Hairston as well.

All told, Hairston and his surprise suitors together make an increasingly interesting team, rich both in flaws and talents. With Hairston and a few other Scotts — Scott Baker, Scott Feldman, Kyuji Fujikawa (“Scott,” to his friends, I believe) — the Cubs look like they may need a hunting cap in 2013. The playoffs may not be out of reach.
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The Changing Caught-Stealing Calculus

Leafing through an old Sports Illustrated, I recently happened upon this stellar article by Mr. Albert Chen entitled “Revenge Of The Base Stealers,” in which Chen analyzed the league’s continued shift towards base-pilfering over base-trotting.

With the whimper-death of the Steroid Era, league strategies have swung towards old-school baseball. Most winning teams now employ some combination of great defense, strong base-runningitudes, and notable pitching-miraculosities. As such, wise teams have found employs for otherwise marginalized speedsters.

The net result has been an uptick in the value of a stolen base, according to linear weights:

SB-CS Run Values

This chart shows how the cost of a caught stealing (the red line) is trending towards zero (meaning a caught stealing is costing less — in fact, much than its .400 runs high point in 2000) while the gains from a stolen base (0.161 runs in 2012) have remained strong.

Whither belongs the blame for this change? Simply: Home runs. And where do we wander from here? In short: Deep into the heart of Speedster Kingdom.
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De-Lucker X: The Final 2012 Numbers

Remember when the Playstation 2 came out, and then Sony released a newer, smaller version of the original Playstation, called the PSone? After that, people started calling the original Playstation console the PSX, or Playstation X. Today, we are going back to the original console version of the De-Lucker, so grab your nearest mint copy of Final Fantasy VII and buckle in!

Why DLX?

FanGraphs recently re-did how we calculate wOBA for all the players. In an effort to give base-running its own stand-alone category and run/win value, we reduced wOBA to a hitting-only metric and took out SB and CS. That’s where the problem with the De-Lucker 2.0.

DL 2.0 used the Fielding Independent wOBA formula, which includes stolen bases. In order to keep things parallel, we now must revert back to the Should Hit formula — essentially:

0.09 + 1.74(HR%) + 0.39(BB%) – 0.26(K%) + 0.68(BABIP)

The De-Lucker part comes in when we plop an xBABIP in the place of yonder true BABIP. Jeff Zimmerman and Robert Boden (slash12) have been working on and promoting what I believe is the best xBABIP formula out there, so let us once again use that.

Beneath the jump: More caveats! All sorts of data! Downloadable Excel spreadsheets! Fewer video game references!
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Do the Rays Need Offensive Help?

The Tampa Bay Rays may be great at pitching and defense, but they do not score many runs… Right? MLB Trade Rumors thinks so:

The Rays could address multiple needs by dealing a top-of-the-rotation starter. Their offense ranked 18th in MLB in runs scored, so there’s clearly room for improvement.

-Ben Nicholson-Smith, 10/31/12

ESPN suggested just as much:

…[Justin] Upton would give Rays a badly needed presence in the middle of their lineup.

-Buster Olney, 11/11/12

And even in the sabermetric sphere, we tend to hold that axiom:

Alas, the Rays’ hitting was an entirely different story, as they finished just 11th in the league in scoring. Yes, they certainly were undone by crummy luck in close games. But the crummy luck might have gone largely unnoticed if the Rays had scored 30 or 40 more runs.

-Rob Neyer, 10/27/12

But the consensus does not gel with the very leaderboards that ranked them the No. 8 MLB offense in 2012, according to wRC+. The disconnect between popular perception and the reality of their past and future production comes from two key sources: (1) Three especially cold months of run production in 2012 and (2) the under-appreciated pitcher’s haven, Tropicana Field.
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The Next Great Knuckleballer

What if former MLB knuckleballer Joe Niekro taught a 7-year-old how to throw a knuckleball for strikes? And what if that seven year-old stuck with the game and the knuckleball — threw two perfect games in Little League and got named to five consecutive all-star teams heading into a high school career?

In general, there is no such thing as a knuckleball prospect. The fingernail special is the go-to pitch for normal prospects or pitchers who have to reinvent their careers. That is what makes predicting the next great knuckleballer a near impossibility. Last night, R.A. Dickey became the first knuckleballer in history to earn a Cy Young award, but Dickey himself pitched several seasons with the Rangers before adding his deadly knuckler, and even then, it took years to get to a Cy Young level.

There is a reason Dickey was the first Cy Young knuckleballer, though. The man has in some ways reinvented the knuckleball, throwing two versions of it — fast and slow versions — which allow for a 10-mph range on his flutterball. If youngsters learn Dickey’s Bugs-Bunny-pitching-style, then they could perceivably position themselves as knuckleball prospects, but it still seems unlikely.

Who would willingly throw a knuckleball in high school when scouts are looking for fastballs and curveballs? Well, for a 15-year-old native of Plant City, Florida, knuckleballs have been the key pitch to a young successful repertoire — ever since Joe Niekro taught the fluttering pitch to her.
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2013 NPB Free Agents in Context

Earlier this week, the great NPB prospect maven, Patrick Newman, ran down a list of the 2013 NPB free agents of interest. He identifies five free agents as likely candidates for impact in the MLB:

1. RP Kyuji Fujikawa
2. SS Hiroyuki Nakajima
3. SS Takashi Toritani
4. 2B Kensuke Tanaka
5. RP Hideki Okajima (who is poised for his second tour of MLB duty)

Newman — a Japanese speaker and a far more qualified scout — offers about the best scouting and contract analysis for which one could ask. But today, let us study the coin’s tail and examine the stats of these players in context with their leagues.

NOTE: My wOBA+, FIP+ and BABIP+ calculations are league adjusted only, not park adjusted.

RP Kyuji Fujikawa
Newman calls Fujikawa, rightly, the head of the class. I have previously examined Fujikawa’s impressive numbers and prognosticated on how his numbers would transition in the MLB. My conclusion, based on his numbers, is that he could easily be a high-leverage reliever in the MLB, starting on day one:

Two of the last three seasons have not been particularly his best years, but even at his worst, Fujikawa is an excellent NPB pitcher. I think we can expect anything from 70 FIP- to 90 FIP- from him in the MLB — at least for a season or two.

SS Hiroyuki Nakajima
I have written about Nakajima on several occasions (when the Yankees paid his posting fee, when the Yankees looked like they might execute a sign-and-trade, and when he put up another great year in the NPB in 2012), and I suspect he could be a starting infielder for a good number of MLB teams.

Newman reports Nakajima’s aging range will lead to an infield job outside of shortstop, and I have little reason to doubt that. In all likelihood, he will sign as a utility player, but I think he very well could play himself into a starting job, much like Norichika Aoki did in 2012.

I am bullish on Nakajima and think he could reasonably do as Aoki did and translate much of his offensive numbers cleanly into the MLB. If not a perfect 1:1 translation, Nakijima should still have no problem hitting in the 100 wRC+ to 110 wRC+ range, which is great for a middle infielder.

SS Takashi Toritani
According to Newman, Toritani has a better hope of sticking at shortstop than Nakajima, but since his offensive production is so walk-heavy — a trait that does not bode well for (domestic) minor leaguers since walk-rates do not translate cleanly into the MLB — teams may not offer him much in the way of either playing time or remuneration. If he can bring his strong offense and decent defense to the States (or Canada), he would make for a healthy catch:

He had a particularly good 2011 season, but the 119 BABIP+ was clearly a departure from his recent norm, so I think we can consign him to a a 115ish wOBA+ in the NPB. It is hard to say exactly how those numbers would translate into the MLB, but my developing rule of thumb is to make it worse by 20 points, which would be about 95 wRC+, which is 10 wRC+ points better than the league average shortstop.

SS Kensuke Tanaka
Tanaka may be the only second baseman of the three infielders testing the MLB markets, but he grades as the best defender. Also, Newman says Tanaka is possibly willing to sign a minor league contract, which should essentially guarantee he will be in the US (or Canada) within the year. His numbers do not suggest he would make for a suitable starter in the MLB, but given his versatility and small ball skills, he could make for a quality utility player for many teams:

Tanaka profiles much like a 75 wRC+ to 95 wRC+ infielder. If his defense is as good as Newman suggests, and if he is able to hitting in the upper levels of that range, then Tanaka will have no problem competing for a bench spot — or even a starting role on a team struggling for infielders. In all likelihood, though, he is Kaz Matsui with even less offense, but more defense.

RP Hideki Okajima
Blast from the past! Okajima has finished his one-year spirit journey through the NPB and is poised for an MLB comeback. He lasted only 7 MLB games in 2011, and then the Yankees released him in February 2012, but in Japan, he dominated like an MLB veteran should. He appears well-poised to play a valuable role out of an MLB bullpen in 2013:

Okajima’s first three seasons in the MLB were exceptional. If he is healthy and feeling younger, he could again post numbers in the 80 to 90 FIP- range.

Much of these projections are optimistic. There is always a chance any one of these players could have their leg snapped within the first month and never be the same again. They might also have certain skillset that for whatever reason just does not translate into MLB parks or against MLB hitters/pitchers. But regardless of the possibilities, the relatively thin infield market and the, as always, wealthy reliever market may be richer than we might think.


From the Majors to the NPB: Analyzing MLB Expats


Data!

On Monday, I took a look at how the new ball in Japan’s NPB league may be affecting the predictability of Japanese talent. The first signs are good: It looks like the new, standardized baseball in Japan — a ball which mimics the MLB design, starting in 2011 — may be resulting in more direct skill translations into the MLB. This means MLB franchises will be able to identify priority athletes better and extend more appropriate contracts and posting fees.

In the comments of that article, KJOK of Seamheads.com suggested — quite rightly — that the conversion conversation should go two ways:

…I think it is important to examine the players that went TO Japan since the new ball was introduced, and see how they also performed against expectations.

Let’s do just that.
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Reassessing NPB Talent Levels

Here are the four rookie position players above 3.0 WAR in the 2012 season:
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