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How Good Is (Was) Rich Hill?
ericmvan
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Post by ericmvan on Oct 24, 2015 11:00:47 GMT -5
In his four starts, Hill posted an xFIP of 2.50, a FIP of 2.27, and an ERA of 1.63. (He also had a SIERA of 2.29, and I prefer SIERA to xFIP, but FanGraphs' game logs include the latter and not the former, and xFIP is plenty good enough for our purposes.)
We can ask, how often did pitchers of a given quality do that? Once we know that, we can debate what that tells us about Hill, but first we need to know how common that sort of 4-game stretch is for pitchers of a certain objectively defined caliber.
Once again, I'm using my equally weighted combo of bWAR/GS and SIERA to create a rough ranking of pitchers.
We'll look at four groups:
36-45: Below-average #2 starters 26-35: Average #2 starters 16-25: Above-average #2 starters 1-15: Aces
The #36 to 45 pitchers were A.J. Burnett, Johnny Cueto, Wei-Yin Chen, Chad Bettis, J.A. Happ, Jordan Zimmerman, Kyle Hendricks, Justin Verlander, Eduardo Rodriguez, and Colin McHugh.
Between them they had 249 different 4-game stretches. None of them bested Hill's four games in both xFIP and ERA, let alone all three metrics.
Looking at the most basic peripherals, only 6 of those 249 stretches had an xFIP of less than 2.63 (Hill plus 5% leeway):
Who Starts ERA4 FIP4 xFIP4 Hill 1-4 1.55 2.27 2.50 Burnett 9-12 3.65 2.20 2.51 Happ 27-30 2.63 1.76 2.09 Happ 28-31 2.74 2.05 2.20 Hendricks 27-30 4.79 3.62 2.59 Hendricks 28-31 4.15 3.13 2.22 Hendricks 29-32 3.00 2.56 1.55 When you look at results, only Happ's 5-game stretch (yielding two 4-game samples) and Hendricks' last 4 games seem truly comparable.
We can also ask, how many stretches were there with an xFIP of 2.75 or less (Hill + 25%) plus an ERA of 3.00 or less, which is to say, an ERA more or less in line with that great xFIP? (That's legitimate, because if you challenge everyone with heat in the strikezone, you'll have a great xFIP but probably get hit pretty hard.)
There were 6 of those as well, two of which were in the last list:
Who Starts ERA4 FIP4 xFIP4 Hill 1-4 1.55 2.27 2.50 Cueto 1-4 1.86 2.00 2.72 Happ 25-28 1.10 1.80 2.70 Happ 27-30 2.63 1.76 2.09 Happ 28-31 2.74 2.05 2.20 Happ 29-32 1.96 2.13 2.72 Hendricks 16-19 2.08 2.37 2.66 The thing about Happ is that he was hugely better with the Pirates (1.85, 2.19, 2.90 in 11 GS) than with the Mariners (4.64, 4.12, 4.15 in 20 GS). It certainly looks like the savvy Bucs traded for a guy they knew could be much better, had him tweak something, and indeed came up with someone much better, someone who doesn't really belong in this comp group.
The bottom line is that it's extremely rare for a below-average #2 to throw four games of this rough caliber. It basically happened twice last year in 240 opportunities (if we exclude Happ). It seems very unlikely that Hill, last year in those four games, was not more talented than this comp group.
Next up: the average #2s.
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Post by blizzards39 on Oct 24, 2015 11:30:37 GMT -5
Shows how impressive greinkes season was and ariettas 20ish game stretch. Unfortunately neither of them could keep it going through the playoffs.
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gerry
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Post by gerry on Oct 24, 2015 11:50:34 GMT -5
Thank you for doing this. Rich Hill, and his recent, unexpected, surprisingly successful, record breaking audition as a LHSP is such an anomaly, in so many ways, that it would be easy to ignore the value of what we all saw and move on. This would be especially true considering he has had injury issues.
However, his past (considerable) success as a LHRP suggests the only real anomaly was that this time he sustained the success over four excellent multiple inning starts, his first starts since 2009. So the two big questions are can he start 25 - 30G in 2016? And can he be successful in the greater majority of them? I am hoping your numbers support that he is likely to do so. If so, he offers DD another solid team-building option.
An early signing of Hill places him in an offseason mix with new #1, Buch, Porcello, ERod, Kelly, Owens, Johnson, (and Wright as swingman in the Pen). This gives DD 5 good starters, a trade chip or two, and depth around which to build a rotation.
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Post by ray88h66 on Oct 24, 2015 12:04:09 GMT -5
I said it in another thread, but will say it again. If you're on board for Clay B's salary, you should be on board for Hill. One guy is high risk that will cost 13 mil. One guy is high risk that will be much cheaper and has always pitched well when healthy. Both are likely to be on the DL next year.
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Post by Oregon Norm on Oct 24, 2015 17:31:39 GMT -5
So how much should the Sox invest in Hill, and for how long?
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Post by soxcentral on Oct 24, 2015 18:08:48 GMT -5
So how much should the Sox invest in Hill, and for how long? Gonna guess he gets about 2/10 plus incentives for IP or some other metric....not sure it will be the sox but I'm rooting for his return.
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Post by mattpicard on Oct 24, 2015 18:11:52 GMT -5
I said it in another thread, but will say it again. If you're on board for Clay B's salary, you should be on board for Hill. One guy is high risk that will cost 13 mil. One guy is high risk that will be much cheaper and has always pitched well when healthy. Both are likely to be on the DL next year. Rich Hill has averaged 17 innings a season over the last six years, while Buchholz has averaged 140. Hill's also four years older, at a not-so-young 35 years of age. It's ridiculous to think they present the same level of risk. There's no doubting that Hill was absolutely fantastic in his four games for us in 2015. But between the age, injury history, general inconsistency and changing of arm slots (much of this is related to his health status), and small sample size at his 2015 dominating level, there's no way I give him more than a one year deal. I would be willing to pack it with some rather hefty incentives, though.
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Post by sarasoxer on Oct 25, 2015 7:54:58 GMT -5
Sometimes guys figure it out later in life. Vogelsong in San Francisco is an example. Then again, he wasn't nearly as decrepit as Rich Hill is. Well, I'll take a five man rotation of guys who looked as decrepit as he did. I understand that he has had a history of injuries but no idea if he is over them or they linger in some capacity. He sure did not appear hampered in any way and there was no other Sox pitcher that I had more fun watching.
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Post by jimed14 on Oct 25, 2015 9:22:45 GMT -5
How do you sign Hill and keep him as a potential starter? The options are to hand him a starting job or somehow try to figure out how to stretch him out in the middle of the season without sending him to the minors because he has no options. I cannot remember a phantom DL trip where a guy gets sent down to stretch out. It was similar to Chris Capuano. We could have used him as a starter in 2014, but there was no way to stretch him out without sending him to the minors. He eventually stretched out with the Rockies in AA and AAA after getting waived and then became a starter for the Yankees.
That's my only issue with keeping Hill.
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ericmvan
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Post by ericmvan on Oct 25, 2015 9:55:12 GMT -5
How do you sign Hill and keep him as a potential starter? The options are to hand him a starting job or somehow try to figure out how to stretch him out in the middle of the season without sending him to the minors because he has no options. I cannot remember a phantom DL trip where a guy gets sent down to stretch out. It was similar to Chris Capuano. We could have used him as a starter in 2014, but there was no way to stretch him out without sending him to the minors. He eventually stretched out with the Rockies in AA and AAA after getting waived and then became a starter for the Yankees. That's my only issue with keeping Hill. As I've pointed out, if you have both Kelly and Wright in the bullpen, stretching him out mid-season in MLB would be painless. And why wouldn't you want to do it that way? Why waste three/four and then five/six great innings in the minors, when he could be throwing those innings where they count? A piggyback with Hill and Wright or Kelly is an upgrade to having Wright or Kelly take the whole start, or calling up Owens, while Hill is in AAA. If he's been regularly going 2-3 innings in relief, it's probably just one start where he is being piggybacked, thus leaving you a man short in the bullpen for a few days. If you have to piggyback for two starts, you can option Shaw for 10 days and add a reliever, if that seems necessary because of how many innings you're getting out of the rest of the rotation.
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Post by fenwaythehardway on Oct 25, 2015 10:17:16 GMT -5
The bottom line is that it's extremely rare for a below-average #2 to throw four games of this rough caliber. It basically happened twice last year in 240 opportunities (if we exclude Happ). It seems very unlikely that Hill, last year in those four games, was not more talented than this comp group. Remember when you did this same thing with Felix Doubront?
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jimoh
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Post by jimoh on Oct 25, 2015 10:18:12 GMT -5
... If he's been regularly going 2-3 innings in relief, it's probably just one start where he is being piggybacked, thus leaving you a man short in the bullpen for a few days. If you have to piggyback for two starts, you can option Shaw for 10 days and add a reliever, if that seems necessary because of how many innings you're getting out of the rest of the rotation. Question I don't know the answer to. These days, how many good relievers are "regularly going 2-3 innings in relief"? If someone's getting people out, isn't he going one inning in the 7th or 8th?
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Post by jimed14 on Oct 25, 2015 11:05:16 GMT -5
... If he's been regularly going 2-3 innings in relief, it's probably just one start where he is being piggybacked, thus leaving you a man short in the bullpen for a few days. If you have to piggyback for two starts, you can option Shaw for 10 days and add a reliever, if that seems necessary because of how many innings you're getting out of the rest of the rotation. Question I don't know the answer to. These days, how many good relievers are "regularly going 2-3 innings in relief"? If someone's getting people out, isn't he going one inning in the 7th or 8th? I can tell you with certainty, John Farrell isn't going to do it, unless he gets told what to do and starts doing it.
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ericmvan
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Post by ericmvan on Oct 25, 2015 11:55:56 GMT -5
The ten average #2 starters were Michael Pineda, Jon Lester, Jose Quintana, John Lackey, Lance McCullers, Tyson Ross, Francisco Liriano, Jake Odorizzi, Raisel Iglesias, and Patrick Corbin.
They combined for 242 stretches of 4 starts. And two of those stretches actually beat Hill on all four metrics.
Pineda put up a 1.27 ERA, 1.41 FIP, 2.09 xFIP, and 2.07 SIERA from April 24 to May 10.
Liriano put up a 1.24 ERA, 1.58 FIP, 1.80 xFIP, and 1.64 SIIERA from May 29 to June 15.
Using our broad criterion of an xFIP below 2.75 and an ERA below 3.00, we have 25 comparable stretches.
-- That Liriano stretch was part of a 6-start run, yielding three 4-start stretches, plus he had two other such stretches. -- Lester had an 8-start run at that level, yielding 5 stretches, plus another later in the year. -- Lackey had a 6-start run, yielding 3 stretches. -- Ross had a 5-start run and a later 4-start one, for three total stretches. -- Pineda had a 5-start run, for two stretches. -- Quintana had a 6-start run that yielding two overlapping 4-start stretches (the fifth start was a bit rough, the first very good but the sixth dominant, so starts 1 to 4 qualify and 3 to 6 do, but not 2 to 5). -- McCullers had one 4-start run. -- Iglesias, the Cuban 25 y/o rookie, had a 5.13 ERA, 3.79 FIP, and 4.07 xFIP in his first 10 starts, then 3.19, 3.32, and 2.50 in his last 8. That looks to me like a guy who figured out how to use his stuff, and became a different pitcher. His first 6 starts after his breakthrough are a run at this level yielding three stretches (he got hammered in his next-to-last start and then bounced back). I think he's not a good comp, like Happ wasn't in the last group, so I'm going to extract him from the analysis, although leaving him in would not, I think, change the conclusion.
Let's set a slightly higher bar to see where Hill's stretch ranks among the 224 remaining ones. Let's find stretches with an xFIP of 2.50 or better, matching or besting Hill, along with an ERA of 2.50 or better. That seems fair given that Hill's ERA (1.55) was much better than his xFIP, and given that in a short stretch, ERA - xFIP can be meaningful in that, as previously noted, the two can have an inverse correlation if you attack hitters too aggressively.
There were 7 stretches that fit this criterion, and you'd say that at least four and probably six of them were better (the two Lackey stretches had a higher FIP, but I tend to discount that if both xFIP and the results are lower, and in synch):
Who Starts ERA4 FIP4 xFIP4 Hill 1-4 1.55 2.27 2.50 Liriano 10-13 1.24 1.58 1.80 Pineda 4-7 1.27 1.41 2.09 Liriano 9-12 1.67 1.58 1.75 Lester 18-21 2.45 1.60 2.16 Lackey 30-33 1.80 3.09 2.36 Lackey 29-32 1.29 2.99 2.50 Liriano 27-30 2.35 2.22 2.49
Note that I'm being conservative here by not using league- and park-adjusted metrics.
Now, if we put Hill's performance as the invisible median of a bunch of similar stretches, you've got 10 to 12 stretches out of 224 that are of a truly comparable caliber. Which is essentially 5%, the traditional limit of statistical significance (although how meaningful it is here can be debated).
I think the conclusion is this: it's absolutely within the realm of possibility that Hill during his four starts was displaying the talent of a Lester / Lackey / Liriano sort of average #2 starter, pitching at the very top of his game. It is, however, considerably more likely that he was displaying the talent of someone better, pitching merely well.
It's safe to say that if he continues to pitch like that, and suffers the normal expected variation, his floor is an average #2 starter, a guy who ranks 26-35 among the 150 starters that MLB teams use. The italicized phrase is crucial of course, but what we're trying to figure out here is how talented you had to have been (as evidenced by sample sizes of 15 to 33 starts) to throw four starts that good.
Next we'll look at the above-average #2s.
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ericmvan
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Post by ericmvan on Oct 25, 2015 12:06:45 GMT -5
The bottom line is that it's extremely rare for a below-average #2 to throw four games of this rough caliber. It basically happened twice last year in 240 opportunities (if we exclude Happ). It seems very unlikely that Hill, last year in those four games, was not more talented than this comp group. Remember when you did this same thing with Felix Doubront? I did a vaguely similar thing. I looked at his season to see if there was reason to believe he would be better the next year. That's about the extent of the similarities, methodologically. IIRC, I was looking at his good stretch versus his lesser stretch to see if it could be explained as random variation. I thought it was unlikely. I still think it was unlikely. The actual factors that cause real variation are many and sundry. The thing is, if you can conclude that such variation looks random (and I never know when I start one of these studies what the conclusion will be), you dismiss the possibility of improvement. If it looks real, it opens up the possibility of improvement. But that doesn't mean improvement will follow, because the pitcher, if he was doing something different, has to do it again. Pete Ruiz finished one season with, IIRC, a stretch with 44 SO and 2 BB. I think I was personally responsible (by pointing that out) for Sickels naming him a sleeper prospect. It looked tantalizing because Ruiz came late to pitching and it seemed like he might have had a breakthrough in command based on experience and repetition. He never did anything like that again. Not close. Does that mean that he had a 22:1 K/W ratio by sheer luck? Of course not. It means that whatever he was doing, he couldn't do it again. Doing it again is 90% of half of becoming great. In Hill's case, I'm making no predictions about how he will pitch next year. I'm just trying to identify what the various levels of talent, based on much larger sample sizes, it takes to make doing what he did at all possible, somewhat likely, and so on.
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ericmvan
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Post by ericmvan on Oct 25, 2015 12:13:52 GMT -5
Question I don't know the answer to. These days, how many good relievers are "regularly going 2-3 innings in relief"? If someone's getting people out, isn't he going one inning in the 7th or 8th? I can tell you with certainty, John Farrell isn't going to do it, unless he gets told what to do and starts doing it. I'd be surprised and disappointed if it's not on DDo's agenda to move Farrell in a more analytically sound direction. That would likely be Hazen's day-to-day job, and he seems well-suited to it. By the way, without realizing it, I meant "regularly" literally. It doesn't actually mean "often." "Regularly" in that he sometimes does it and it's not a surprise because it's part of his job description. The actual frequency would be a little north of "occasionally." The point being that he'd be already stretched out to 3 innings, because he'd done it once or twice, and gone 2 innings maybe a handful of times.
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Post by jchang on Oct 25, 2015 12:21:14 GMT -5
So how much should the Sox invest in Hill, and for how long? I am inclined to think that the offer to Hill should follow that of a first year arbitration eligible player. While a full free agent 4/5 starting pitcher might get 8-10M/yr, Rich does not have then same history as someone of who has 60 or so starts. An incentive laden contract would be best for us. Rich could ask for an opt out if he is not starting and another team wants to give him a try as a starter. correction: mlb.com shows Rich has 500 IP at MLB?
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Post by jodyreidnichols on Oct 25, 2015 12:51:08 GMT -5
Remember when you did this same thing with Felix Doubront? I did a vaguely similar thing. I looked at his season to see if there was reason to believe he would be better the next year. That's about the extent of the similarities, methodologically. IIRC, I was looking at his good stretch versus his lesser stretch to see if it could be explained as random variation. I thought it was unlikely. I still think it was unlikely. The actual factors that cause real variation are many and sundry. The thing is, if you can conclude that such variation looks random (and I never know when I start one of these studies what the conclusion will be), you dismiss the possibility of improvement. If it looks real, it opens up the possibility of improvement. But that doesn't mean improvement will follow, because the pitcher, if he was doing something different, has to do it again. Pete Ruiz finished one season with, IIRC, a stretch with 44 SO and 2 BB. I think I was personally responsible (by pointing that out) for Sickels naming him a sleeper prospect. It looked tantalizing because Ruiz came late to pitching and it seemed like he might have had a breakthrough in command based on experience and repetition. He never did anything like that again. Not close. Does that mean that he had a 22:1 K/W ratio by sheer luck? Of course not. It means that whatever he was doing, he couldn't do it again. Doing it again is 90% of half of becoming great. In Hill's case, I'm making no predictions about how he will pitch next year. I'm just trying to identify what the various levels of talent, based on much larger sample sizes, it takes to make doing what he did at all possible, somewhat likely, and so on. D. Murphy HR streak is extremely unlikely, especially considering it is during the playoffs and the caliber of pitchers he's done it against, see the 500 or so articles written about it. I'll boldly predict he'll never do it again. I think there is always some noise that has not been weeded out in explaining streaks. It was during expanded/weaker rosters and there was likely little video to advance scout him as well. I'm not dismissing the talent. People noticed, see Cafardo's article today, he'll get a multi year deal from someone. I notice you mentioned that he's a compliment to Buccholz but what happens when they are both injured at the same time, something that is not only possible but should be expected to. Roster spots are limited and spots are limited. How many high risk hi reward players do you want on a roster at one time?
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Post by deepjohn on Oct 25, 2015 16:07:23 GMT -5
D. Murphy HR streak is extremely unlikely, especially considering it is during the playoffs and the caliber of pitchers he's done it against, see the 500 or so articles written about it. I'll boldly predict he'll never do it again. I think there is always some noise that has not been weeded out in explaining streaks. It was during expanded/weaker rosters and there was likely little video to advance scout him as well. I'm not dismissing the talent. People noticed, see Cafardo's article today, he'll get a multi year deal from someone. I notice you mentioned that he's a compliment to Buccholz but what happens when they are both injured at the same time, something that is not only possible but should be expected to. Roster spots are limited and spots are limited. How many high risk hi reward players do you want on a roster at one time? Right but do you predict that D Murphy will have a streak of two homers or three, and if so, how often? The D Murphy streak was what, 36 plate appearances or so? Is the Hill streak maybe four times as many plate appearances as D Murphy's? so what streak do you predict for Hill based on his longer streak, and for how long? Because you have strong upside pitchers whose value is blocked unless somebody gets hurt, maybe you can afford the high risk hi reward players? And not for nuttin, I like the way you think. You seem like a really fun person to be around for anyone who likes baseball, just saying.
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ericmvan
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Post by ericmvan on Oct 25, 2015 17:01:09 GMT -5
I did a vaguely similar thing. I looked at his season to see if there was reason to believe he would be better the next year. That's about the extent of the similarities, methodologically. IIRC, I was looking at his good stretch versus his lesser stretch to see if it could be explained as random variation. I thought it was unlikely. I still think it was unlikely. The actual factors that cause real variation are many and sundry. The thing is, if you can conclude that such variation looks random (and I never know when I start one of these studies what the conclusion will be), you dismiss the possibility of improvement. If it looks real, it opens up the possibility of improvement. But that doesn't mean improvement will follow, because the pitcher, if he was doing something different, has to do it again. Pete Ruiz finished one season with, IIRC, a stretch with 44 SO and 2 BB. I think I was personally responsible (by pointing that out) for Sickels naming him a sleeper prospect. It looked tantalizing because Ruiz came late to pitching and it seemed like he might have had a breakthrough in command based on experience and repetition. He never did anything like that again. Not close. Does that mean that he had a 22:1 K/W ratio by sheer luck? Of course not. It means that whatever he was doing, he couldn't do it again. Doing it again is 90% of half of becoming great. In Hill's case, I'm making no predictions about how he will pitch next year. I'm just trying to identify what the various levels of talent, based on much larger sample sizes, it takes to make doing what he did at all possible, somewhat likely, and so on. D. Murphy HR streak is extremely unlikely, especially considering it is during the playoffs and the caliber of pitchers he's done it against, see the 500 or so articles written about it. I'll boldly predict he'll never do it again. I think there is always some noise that has not been weeded out in explaining streaks. It was during expanded/weaker rosters and there was likely little video to advance scout him as well. I'm not dismissing the talent. People noticed, see Cafardo's article today, he'll get a multi year deal from someone. I notice you mentioned that he's a compliment to Buccholz but what happens when they are both injured at the same time, something that is not only possible but should be expected to. Roster spots are limited and spots are limited. How many high risk hi reward players do you want on a roster at one time? Hitting is not like pitching. It's kind of the opposite, in fact. You can't compare extraordinary short-term results in one to the other. If you're a hitter like Murphy, you can see 96 pitches over 6 games like he did (excluding his IBB), and be your ordinary self on 90 of them, and be thrillingly great on 6 of them, and do what he did. What happens to a pitcher who's as good as Murphy is as a hitter, if he throws 96 pitches, 90 like he usually does, and six incredibly good ones? He's a bit better than average. You might not even notice. (Yeah, in reality, Murphy's been so hot that he's probably had 8 or 10 great swings. The principle remains the same.) And now consider the same pitcher who throws 90 ordinary pitches but 6 unimaginably bad ones. Hill's streak consists of throwing 434 pitches, where it's possible to mess the results up big-time with a handful or two of bad pitches, but where the only way to be excellent is to throw a very high percentage of really good pitches, each of which can only add a relatively small value to the overall positive account. To give an idea of this disparity, let's take Wade Miley, who was completely league-average, and take his average start. He has a 3.81 FIP. Add an extra perfect pitch. That's 1/3 of a strikeout, which reduces his FIP for that outing to 3.70. Now, instead, add an extra perfectly awful pitch. That's 1 HR, which raises his FIP for the outing to 5.95. It's 20 times the impact. Bill James pointed out that the stat line from a single game by a rookie pitcher, like Roger Clemens' 15 SO, 0 BB game, can actually tell you something about him. But there is no single-game stat line by a hitter that could be as meaningful. Even a 4 HR game, because he might have gotten lucky and seen 4 cripples. But you can't fan 15 and walk 0 by being lucky. That happens when you execute over 100 pitches, incrementally.
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ericmvan
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Post by ericmvan on Oct 27, 2015 0:49:25 GMT -5
And now we get the first surprise of the study. The above-average number 2 starters were not more likely to have a Hill-like stretch than the average #2's. In fact, they were a bit less likely.
IOW, in my ranking system, what separated the top #2s from the middle group was not talent, but consistency.
The top #2's were Matt Harvey, Gerrit Cole, Felix Hernandez, Sonny Gray, Carlos Martinez, Masahiro Tanaka, Noah Syndergaard, Hisashi Iwakuma, Cole Hamels, and Danny Salazar.
Together, they combined for 254 stretches of four games started. While 3 of those stretches beat Hill on all four metrics, just 19 had an xFIP < 2.75 and an ERA < 3.00. If we add Happ to this group (promoting him from the first), we get 22 stretches out of 272, versus 22 in 224 with the previous group. That split has a 50% chance of being random, so we can regard the two groups as one. (Same thing, obviously, if we exclude Happ.)
And this time, there were only 5 stretches with both an xFIP and an ERA < 2.50.
-- Cole's first 11 starts were 5 great, 2 a little rough, then 4 great, which yielded a total of 5 qualifying stretches, two of which not only fit the tougher criterion, but beat Hill across the board. -- Hernandez had a 7-game stretch which yielded 3 qualifying stretches, including one that beat Hill across the board. -- Iwakuma had a 6-game stretch, yielding 3 qualifying stretches, one of which fit the tougher criterion. -- Harvey had a 5-game stretch, yielding 2 qualifying stretches, one of which fit the tougher criterion. -- Tanaka had a 5-game stretch, yielding 2 qualifying stretches. -- Gray, Martinez, Syndergaard, and Hamels each had a single qualifying stretch.
I'll probably edit this and add the tables at some point later. But this is a very interesting finding, because everything I said in the last post about the likelihood of Hill pitching like an average #2 applies to his pitching like an above-average one. It's well within the realm of possibility that he was pitching with the talent of an above-average or average #2 at the top of his game, but it's more likely that he was harnessing the talent of an ace and pitching merely well. Perhaps considerably so.
Edit: One easy question is, how many of these 30 #2 starters had a first four starts of the season that were comparable to Hill? Three. None were as good. King Felix seems to come close, but three of those starts were in Seattle and the 4th was in Oakland.
Who ERA4 FIP4 xFIP4 Hill 1.55 2.27 2.50 Hernan. 1.61 2.17 2.55 Cueto 1.86 2.00 2.72 Cole 2.21 2.33 2.56
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gerry
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Post by gerry on Oct 27, 2015 1:04:22 GMT -5
And now we get the first surprise of the study. The above-average number 2 starters were not more likely to have a Hill-like stretch than the average #2's. In fact, they were a bit less likely. IOW, in my ranking system, what separated the top #2s from the middle group was not talent, but consistency. The top #2's were Matt Harvey, Gerrit Cole, Felix Hernandez, Sonny Gray, Carlos Martinez, Masahiro Tanaka, Noah Syndergaard, Hisashi Iwakuma, Cole Hamels, and Danny Salazar. Together, they combined for 254 stretches of four games started. While 3 of those stretches beat Hill on all four metrics, just 19 had an xFIP < 2.75 and an ERA < 3.00. If we add Happ to this group (promoting him from the first), we get 22 stretches out of 272, versus 22 in 224 with the previous group. That split has a 50% chance of being random, so we can regard the two groups as one. (Same thing, obviously, if we exclude Happ.) And this time, there were only 5 stretches with both an xFIP and an ERA < 2.50. -- Cole's first 11 starts were 5 great, 2 a little rough, then 4 great, which yielded a total of 5 qualifying streches, two of which not only fit the tougher criterion, but beat Hill across the board. -- Hernandez had a 7-game stretch which yielded 3 qualifying stretches, including one that beat Hill across the board. -- Iwakuma had a 6-game stretch, yielding 3 qualifying stretches, one of which fit the tougher criterion. -- Harvey had a 5-game stretch, yielding 2 qualifying stretches, one of which fit the tougher criterion. -- Tanaka had a 5-game stretch, yielding 2 qualifying stretches. -- Gray, Martinez, Syndergaard, and Hamels each had a single qualifying stretch. I'll probably edit this and add the tables at some point later. But this is a very interesting finding, because everything I said in the last post about the likelihood of Hill pitching like an average #2 applies to his pitching like an above-average one. It's well within the realm of possibility that he was pitching with the talent of an above-average or average #2 at the top of his game, but it's more likely that he was harnessing the talent of an ace and pitching merely well. Perhaps considerably so. I sincerely hope you are getting this data to the Sox FO.
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Post by Guidas on Oct 27, 2015 9:07:15 GMT -5
So how much should the Sox invest in Hill, and for how long? I'm in for 1 year at $5M guaranteed plus incentives based on starts that can take it to $12M, or up to $6.5M if he relieves, and a team option for the following year with a $10M floor and additional starter incentives.
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Post by deepjohn on Oct 27, 2015 9:51:13 GMT -5
I sincerely hope you are getting this data to the Sox FO. Whoever decided to cut an analyst like Eric from the Sox made a boneheaded move, I think. Here's why. Although a team of unpaid interns with spreadsheets can in theory enter quantities of data, and algorithms can scan for results, fresh ideas like Eric's can obviously be worth millions of dollars to a team, if they are proven correct, and so the people doing the work ought to be properly incentivized, and even compensated in proportion to their measurable accuracy and freshness. The danger for the Sox is that Eric goes to a competitor with his fresh million dollar ideas. Or even that competitors read this forum and act rationally by doing a similar analysis and then (if they find Eric is correct) bidding up Hill's services. Meanwhile, I tune in here to read Eric, and enjoy everyone else's work while I'm here. I can't believe it's all free. Thank you everyone for some of the best entertainment value anywhere, for a Red Sox fan like me. Which brings up the question, why doesn't NESN buy this SP "channel"? PS. I think SOSH's loss is our gain. I haven't tuned in there since Eric left.
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Post by bosty03 on Oct 27, 2015 13:11:19 GMT -5
Eric, I think your comparison to 1s and 2s is helpful, but we're trying to determine whether Hill's performance in those four games was a fluke. To do so, shouldn't you be looking at all performances by non-1 and 2 starters to see the frequency with which they performed at a similar level?
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