Thursday, June 09, 2011

Its not (just) the bullpen

Twins bullpen - 13 losses
Twins starters - 35 losses

The problem isn't just the bullpen or even mostly the bullpen. 

There seems to be a tendency among sports writers/bloggers/fans to blame the Twins bad start on whatever will justify that person's off-season concerns. The reality is that the Twins performance has fallen off across the board, defense, pitching and offense. So lets start with the offense, which is last in the league in runs scored. This is a result of a decline form 2010 of 14% in hits, 17% in runners on base and .22% in total bases per game. So what is responsible for that decline? One way of looking at this is to compare what positions account for these declines from last year to this year. 

The only positions who have not declined in all three categories (hits, on base and total bases) are center field and right field. With Denard Span (and Ben Revere) the center field positions offensive output has increased across the board. Right fielders have produced more hits and runners, but had a slight decline in total bases. But the real question is which positions account for the biggest share of the decliine.

Not surprisingly the catching position leads the way, but not in all three categories. Its second in TB, while the biggest dropoff there has been from left field. The dropoff in left field is second in hits and third on getting on base. The offensive decline at these two positions account for over half the offensive decline in every category. 

What is surprising, is that, for all the complaints about shortstop, the fall off from offense at second base has been greater in all three categories. In fact, the drop off at shortstop for OB is less than every position except RF and CF. And only third base joins those two with less dropoff than shortstop in TB.  Only in terms of hits has shortstop declined more than the team average. 

I have thought that a big part of the problem was Justin Morneau's struggles. But while there has been a fall off at first base, its not nearly as great as it would appear from comparing Morneau's stats. The fall off at first base is greater than average at TB and OBP, but there are four positions in each case that are worse. In terms of hits, it is actually above average with 5 positions worse.  On the other hand, the DH spot has been a bigger problem than first base in every category.

So where does that leave us? If we put players names on the positions with the greatest falloff  they would be Mauer, Young, Nishioka and Thome/Kubel. Of course given the way the lineup has been juggled in response to injuries its hard to put individual names on the production from either year.   What is interesting is that third base is not that much worse than last year (this is largely because it wasn't as good last year with Punto et al as Valencia's numbers indicate), nor has shortstop been a huge problem on offense. And while Morneau's struggles are a problem, Young's have been a much bigger problem.

The reason the Twins still have some hope is that a lineup with Mauer, Morneau and Young hitting the way they did when healthy last year will produce a lot more runs, fewer one run games and fewer opportunities for the bullpen to blow a lead.  And if the bullpen stops blowing leads, they have a chance to catch up to the rest of the central division in a year when there is considerable balance across the major leagues.

Monday, June 06, 2011

Twins Draft

The Twins first choice in the 2011 draft was college shortstop Levi Michael. According to the scouting report on the major league baseball site, Micheal may not have the range and/or arm to be an everyday major league shortstop. He profiles as a second baseman or utility player. I tend to believe the top few choices should focus on players with high upsides. The kind of players that can be part of the core of a championship team. From this report, at least, Michael's upside looks more like a solid role player.

Their second choice, 50 overall, is a different story. Travis Harrison is high school third baseman whose one major tool is power. There are questions whether he will stay at third or have to move to first base. And there are also some questions about whether he is anything more than average as a hitter. What he has is home run power. He could be a great player or a complete bust. But his upside sounds more exciting that Michael's. Of course as a high school kid, that upside is a lot further away.

 There third choice in the first round, 55 overall, was high school right-hander  Hudson Boyd. According to Baseball America he profiles as a workhorse with a plus fastball. 

The Twins have one more choice in the top 100 at number 87.

There is no such thing as a typical draft. My guess is that we will see a lot more pitching as the draft continues. But there are several things to remember about the baseball draft:

1) Most of the players taken, even in the first round, will not have significant major league careers. And after the first ten choices overall, they most likely won't play in the big leagues at all. Of course every year players slip through in later rounds and turn into stars or at least serviceable major league players. But when that happens organizations are pleasantly surprised and pat themselves on the back.

2) For players taken after the top 100 picks are done the chances are very slim. The chances for a guy taken  in the fifth round are not that much better than a guy taken in the 10th round. So players taken after today are real long shots. A few will get a chance to play in the major leagues,however briefly, but mostly they are organization players filling out minor league rosters.

3) Teams almost always draft players they had rated as better than their draft position. The only way for that not to happen is for all the teams ahead of them to have agreed with their assessments. That isn't likely. So when reporters tell you a team was pleased a player "fell" to them, that isn't really a story. It is all but inevitable for every team after the first few choices.

4) We won't know the outcome of this draft for at least five years and likely longer. Most players will take at least that long just to get to the majors, much less establish themselves there.

5) A draft that produces two major league players is a success.

Wednesday, June 01, 2011

Phil Humber's BABIP, K9, BB9

This analysis is a great example of the problems that can occur with using statistics without fully understanding their meaning:


"So what are we to make of Humber, where did this come from, and more importantly, can it last?

The short answer to that last question is, no. No, he cannot maintain a 2.85 ERA, few pitchers can, and those who sport .210 BABIP marks definitely cannot. But there are other things about his performance in 2011 that he can carry forward. Primarily, an improved BB rate that, at 1.95/9IP is more than a full walk less than his career average of 2.99. If he can pump his K rate back into the mid-five range, with his typically solid (if unspectacular) ground ball rates, that could translate into the sort of sustainable performance you'd expect of a #4 or #5 starter."


For instance how did Humber get an "improved BB rate". You would think the answer would be by walking fewer batters. While he is walking slightly fewer batters, that isn't what is driving his BB9 down significantly.. Instead he has improved his walk rate by getting more batters out and thereby increasing his IP. Its the same reason his K9 is down, And those increased outs can all be traced to that dramatic improvement in his BABIP. In other words, all three statistics reflect the same change in performance. Its possible that Humber will sustain an above average BABIP, most successful pitchers do, but no pitcher has ever sustained one around .210. And, as his BABIP increases, the number of outs will go down and his BB/9 and K/9 will both go up.  If goes up to the league average of .300, he is likely in trouble.

Thursday, May 26, 2011

In retrospect, the Twins offseason looks smart

I think most fans would admit that there is nothing realistically the Twins could have done in the off-season to prevent the current debacle. They would have needed to find a better catcher, first baseman, second baseman, shortstop, third baseman, DH and fourth outfielder. And that's just to repair the every day players. Between injuries and poor performance there they have really only had major league performance from two positions - center field and right field. No one believes this team would be contending if they just had Hudson and Hardy back in the middle infield. Of course, in addition to fixing the worst offense in baseball, they would have had to improve the pitching by adding three or four arms to the bullpen. 

The problem is that had they actually attempted to fill some of those spots with proven veterans, they would now be saddled with a much older lineup and a lot less flexibility for the future. Crain, Fuentes and Guerrier cost the teams that signed them over $30 million. If the Twins need to rebuild, that kind of salary commitment to aging relievers would be an albatross. Likewise, Hardy and Hudson are players whose best years are probably behind them. Which seems to be the consistent strategy the Twins follow every off-season. They try to replace older players with younger players while maintaining the team's competitiveness. That strategy may make even more sense in a year like this, which looks like a debacle, as it does in years when the Twins are contenders. Just imagine if the Twins had taken "a roll of the dice" on this year as some fans argued. They would have come up snake eyes with a likely devastating effect for the future, constrained by both budget and age to another decade of struggles like the late 90's.

Wednesday, May 25, 2011

Twins are NOT out of it ... yet

While the Twins are not really out of the race at this point, there are very good reasons to think they are. They have not been "unlucky" on the field. They have scored the fewest runs in the league and given up the most runs. They really have been as bad as their record. Their bullpen is a mess, their defense is marginal and the offensive production hasn't been there even from players not on the DL. So obviously for the Twins to compete, they are going to have to play better than they have. There are some reasons that is possible, and I will get to those later.

While the Twins have dug themselves into a hole, the argument from some statistical gurus that they can't dig themselves out is weak at best. They are 14.5 games behind Cleveland in first, but only 8.5 out of second. If Cleveland continues to win at their current pace, then  they are going to run away with the division. But there are lots of reasons to believe that is unlikely. If, instead, they are a .500 team the rest of the way they will end up 88-74. For the Twins to match that they will need to win 72 games. That requires a winning percentage of .626 the rest of the way. That is certainly possible for a team with the Twins apparent talent at the start of the season. And, of course, its possible Cleveland's performance will fall to the sub-500 level many projected for it going into the season. The point here is really that with all 5 teams all hovering around .500, the eventual division winner may not be very far above that.  

Which  brings us to the question of what needs to happen for the Twins to get back in the race:

1) Mauer needs to be in uniform and hitting as expected
2) Morneau needs to hit like the MVP he has been in the passt
3) Perkins, Mijares and Nathan need to fill the setup roles
4) Nishioka needs to fill one of the middle infield spots
5) Delmon Young needs to hit like he did last year
6) Thome needs to not be finished
7) Span and Kubel need to keep hitting

Of course, other stuff can and will happen for good and bad. But if the other stuff evens itself out and those seven things happen, the current team is capable of a very long run of hot baseball. Its not likely the Twins are going to get back into the pennant race. But it is very far from impossible as some bloggers have recently suggested.  

Tuesday, May 24, 2011

One inning closers

One of the controversies out there, generated largely be the statistics crowd, has been over when and how to use your "closer".  Mike Capps struggles in multi-inning saves just reinforces the fact that statistical averages and projections based on them have very little value when looking at individual performance. 

The invention of the late inning closer is sometimes attributed to Tony Larussa when he moved Dennis Eckersley into the bullpen. But late inning closers were already pretty common before then. Older Twins fans will remember Ron Davis struggles in that role in the early 1980's before Dennis Eckersley ever saved his first game. What Larussa did show was that by limiting a good pitcher to one inning at a time you could get outstanding results. 

There are several reasons this works. Fans, especially statistically oriented ones, look at pitches thrown, batters faced or "innings pitched" to evaluate pitchers work loads. They don't pay much attention to the work involved in getting warmed up. But warming up is not inconsequential. And the effect is probably not linear. After a pitcher has warmed up once and pitched briefly, warming up a second time probably adds more to the strain on arm and body than the first time around. Of course there are a lot of factors that will influence that including the weather, how much they pitch, how long they are on the bench and the pitcher's own body. But it is important to remember that a closer who pitches to even one batter in the 8th, or even warms up in preparation to pitching in the 8th, is getting a lot more extra work than that brief appearance in the game might indicate.

So there are physical implications to using your closer starting in the 8th. But, perhaps more important, is the psychological impact. Coming into the game with the idea that when you leave the mound it will be over is a very different task than coming into the game and knowing you will have to come back out again the next inning. It means that instead of putting everything into a single pitch in a critical situation, the pitcher needs to consider how that might effect his performance the next inning. Suddenly the lights out closer in to finish the game, becomes a setup guy trying to eat up innings. Worse, unlike the real setup guys, there is no one who is going to come to his rescue if he can't get the job done. 

While I don't think you can draw a firm conclusion that Capps struggles are a result of being used in the 8th. It may be that was the situation in three of his four blown saves is just a coincidence. But there are reasons Larussa's use of Eckersley has been mimicked ever since. It seems to work much better than having your closer be his own setup main.

Tuesday, May 10, 2011

More Sabermetric Gibberish

If you want to understand the problem with a lot statistical analysis in baseball go over to Twinkie Town and read this "analysis" of the value of "pitching to contact". 
http://www.twinkietown.com/2011/5/10/2163382/the-fallacy-of-pitching-to-contact

There are a whole series of analytical errors in the story, but it starts by trying to answer a question no one has asked: 

"The bottom line is, compared to strikeouts, "pitching to contact" actuallyincreases pitch counts, for the simple reason that a strikeout (other than the rare occasion when the batter reaches base on a wild pitch or passed ball on strike three) is a guaranteed out, while a batted ball that is put in play has over a 30% chance of resulting in the batter reaching base with a hit or an error, requiring another (or another, or another, etc) at bat to record that one out."

There aren't many people who doubt that whatever approach a pitcher takes, getting the batter out is better than not getting the batter out. When Ron Gardenhire or a pitching coach urge pitches to "pitch to contact", they aren't suggesting they should serve up gopher balls. They are suggesting the pitcher should throw strikes that the batter is likely to swing at and will result in a weak pop fly or  ground balls that the fielders will turn into an out. That  approach of pitching to contact may result in a ball in play, but it may also lead to a strikeout or walk. Likewise, trying to strike every batter out may lead to a walk or ball in play. In fact, vven the most successful strikeout pitchers only get one third of their outs by strike out. The other two thirds of the outs result from balls put the ball in play despite their efforts to strike the batter out.

This article attempts to prove pitching to contact is a bad idea by lumping together all those failed efforts to strike batters out with successful efforts to induce poorly hit balls. And ignoring the walks that result from either approach. It suffers from a common affliction of sabermetrics. It confuses the testing of a hypothesis, the core of scientific inquiry, with proving a point.

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