Part Two: In which PECOTA takes the spotlight

Appendix: List of sinkerballers and control group

We have thus far examined the careers of pitchers who possess a statistical similarity to Chien-Ming Wang. Now it's time to get to the crux of the matter: today we're taking a closer look at sinkerballers.

First, we need to identify sinkerball pitchers throughout history. To do this, I used Lee Sinins's Complete Baseball Encyclopedia to make a list of every pitcher with at least 1500 innings and a positive Runs Saved Above Average (RSAA). This gave me 411 pitchers to work with, plus a few active guys who went over 1500 IP this year. I then looked each of them up in the Neyer/James Guide to Pitchers and narrowed the list to those who had a sinker listed as either their first or second pitch. We're now left with 52 sinkerballers, spanning the ages from Grover Cleveland (Pete) Alexander to Derek Lowe.

Okay, so what do these 52 pitchers tell us? Well...actually, let's just look at the numbers first. Here is the average career line for our sinker group:

W | L | ERA | IP | H | R | ER | HR | BB | K | HBP | CG | SHO | DH | DR |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|

156 | 131 | 3.53 | 2515 | 2502 | 1125 | 987 | 187 | 742 | 1361 | 54 | 97 | 21 | +5 | -20 |

Pretty good, obviously. We are looking at only pitchers with long, above average careers after all.

The last two columns require explanation: Delta Hits (DH) is the number of hits a pitcher gave up versus what you'd expect from the defense behind him. Delta Runs (DR) is the number of runs a pitcher gave up versus what you'd expect from his peripheral stats. For both, negative is good and positive is bad.

That our sinkerballers gave up more hits than expected makes intuitive sense. Groundballs become hits at a higher rate than flyballs. That's the tradeoff: a lot more singles, but fewer extra-base hits.

Which brings us to the -20 in the DR column. While I don't know exactly how Clay Davenport calculates these figures, I'm going to guess exact figures for doubles and triples aren't included. Since groundball pitchers will generally give up less of these, it basically takes three singles to score one run. In addition, they should also induce more double plays. There's also the theory that the sinker sinks more from the stretch, even though that blew up in my face in Part One. I'm still not giving up on it. At any rate, there are any number of reasons why sinkerballers might give up fewer runs than the rest of their stat line indicates.

It's kinda tough to read anything into these numbers without context though. With that in mind, I created a control group. Returning to the aforementioned list of 400+ pitchers, I selected 52 of them who roughly matched up to our sinkerballers in ERA, IP & RSAA. I also checked them in the Neyer/James Guide to make sure none threw a sinker, even as a third or fourth option. Back to the chart:

Group | W | L | ERA | IP | H | R | ER | HR | BB | K | HBP | CG | SHO | DH | DR |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|

Sink | 156 | 131 | 3.53 | 2515 | 2502 | 1125 | 987 | 187 | 742 | 1361 | 54 | 97 | 21 | +5 | -20 |

No Sink | 159 | 125 | 3.58 | 2509 | 2410 | 1135 | 999 | 204 | 830 | 1479 | 52 | 111 | 23 | -36 | -16 |

About what we'd expect. The sinkerballers pitched to contact more, with fewer homers, fewer strikeouts, fewer walks and more hits. The difference in the DH column underscores nicely the added singles from the sinker. Unfortunately, my theories on why sinkerballers were better than average in the DR column are shot down by the similar number from our no sink group.

Another chart:

Group | ERA | UERA | H/9 | HR/9 | UIBB/9 | K/9 | BABIP | TTO% |
---|---|---|---|---|---|---|---|---|

Sink | 3.53 | 0.49 | 8.95 | 0.67 | 2.47 | 4.87 | .281 | 21.2% |

No Sink | 3.58 | 0.49 | 8.64 | 0.73 | 2.87 | 5.30 | .276 | 23.6% |

It's interesting that the unearned runs are the same for both groups. Since most errors come on grounders, one would expect sinkerballers to have a higher UERA. Maybe the higher error rate is offset by the lower walk and home run rates, so opponents don't take advantage of errors as much.

UIBB is unintentional walks per 9 innings. (The sink group averaged 51 IBB v. 30 for the no sink group.) This is the biggest difference between the two, as sinkerballers walk 14% fewer batters than their counterparts.

BABIP, for those unfamiliar, is Batting Average on Balls In Play. This is yet another way of hammering home the point that sinkerballers allow more hits.

And the last column, TTO%, stands for the Three True Outcomes: strikeouts, walks and homers. These are all the times that the pitcher and batter solve things by themselves, without bringing all those pesky fielders into the matter. Sinkerballers have a TTO 10% less often, which equals a lot more balls in play.

I was initially surprised to see sinkerballers allow just 9% fewer home runs than their counterparts. But really, that's a nifty little difference. Remember, we're only looking at successful pitchers here, and it's awfully difficult to have a long, productive career if you're handing out gopherballs left and right. That sinker pitchers keep the ball in the park above and beyond already quite-good pitchers is rather impressive. If we could compare them to league average, the numbers would change quite a bit.

Well, we might as well do that. For each season since 1900, I got the league average for ERA, walks, strikeouts and home runs per inning off Baseball-Reference (note: I'm calculating AL and NL separately). Then for each player season, I compared his actual ERA, walks, home runs and strikeouts to the expected totals.

Quick example: in 2002, there were 0.122 home runs hit per inning. Derek Lowe pitched 219.7 innings, so we would expect him to give up 26.8 home runs. He actually surrendered 12, so he was 14.8 HR better than average.

Graph time!

(Note: these numbers are NOT park-adjusted. )

Group | ER diff | HR diff | BB diff | K diff | ERA+ | HR+ | BB+ | K+ |
---|---|---|---|---|---|---|---|---|

Sink | -128 | -31 | -161 | -71 | 113 | 114 | 119 | 95 |

No Sink | -129 | -2 | -96 | +144 | 113 | 101 | 111 | 111 |

(The first four columns are again averages of all 52 players per group, for consistency with previous graphs. The last four columns are rate stats, with 100 as average. So 119 means 19% better than average and 95 means 5% worse than average.)

That's more telling. As you can see from the last four columns, the two groups were exactly as effective, but in very different ways. Our No Sink group is, in fact, pretty much average at preventing the longball. They get their fair share of strikeouts and do a good job of avoiding walks.

The sinkerballers, on the other hand, succeed in spite of not striking batters out. Their walk and home run rates are fantastic, much better than their counterparts'.

So what does this all mean? Well, it means that strikeout rate isn't all that important for sinkerballers. That's not to say they can get away with no K's, but a below average rate isn't all that disconcerting. I mean, these are essentially the 52 best sinkerballers ever. If they had this level of success--right in line with non-sinkerballers--with a below average K-rate, then maybe we shouldn't stress out so much over Wang's inability to miss bats.

Yes, Wang needs to up the strikeouts somewhat. But he doesn't need to get to Kevin Brown or Brandon Webb levels. He doesn't even need to get to average. He can still be a great pitcher without the K's.

## 12 comments:

One curious case, as you might have covered before, is Wang's K rate in the minors (7+ in 9 IP). Are there informations available, (via Baseball Cube etc.) to see if some of his PECOTA comparables had similar K rates in the minors? And how does, Kevin Brown, in particular, fare?

Also, what could be important is to have a better idea of how Wang's repertoire has changed compared to minors. I am sure Sickels, BA etc. scouted him extensively back then.

Also, was there an impact of Stottlemyre, who himself was a GB pitcher with some success?

P.S.: I will try to post my blog in a few days, but I am still settling down, and in the midst of a huge chaos. More later.

Wang threw a four-seamer when he first came over to the US. He didn't learn the two-seamer until after his shoulder surgery, but it initially caused him blisters, which obviously would cause wild inconsistency and totally screw up his pitch selection. I would argue Wang's minor league career is irrelevant to any analysis.

Brown had a very weird minor league career...he bounced up and down between levels for apparently no reason whatsoever.

I doubt Stottlemyre affected him any, as he was already established as a sinker-heavy pitcher in AAA.

Get your site going soon...I'm already bored of writing.

I linked to this blog article at NYYFans in response to a question about whether Wang's season is just a fluke considering his low K/BB etc rates.

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