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The Regression of a Bullpen

Mama said there'd be months like this. There'd be months like this, thats what my mama said. (AP Photo/Chris O'Meara)

More photos » by Chris O'Meara - AP

Mama said there'd be months like this. There'd be months like this, thats what my mama said. (AP Photo/Chris O'Meara)

One of the great stories of the 2008 season for the Rays was their much improved bullpen following a historically dreadful 2007. The renaissance was largely led by the emergence of JP Howell and Grant Balfour. In October of 2008, Peter Bendix of Beyond the Boxscore wrote what appears to be a pretty prophetic piece entitled "Assessing the 2009 Tampa Bay Rays Bullpen" where he called for a serious regression.

Bendix pointed out that the team's BABIP should somewhat resemble .290 based on the team's DER of .710. Below is the data put together in 2008 by Bendix compared to 2009's numbers using the metrics of BABIP, HR/FB, and LOB%.  I took the liberty of using Brian Shouse for Trever Miller, Lance Cormier for Jason Hammel, and Joe Nelson for Chad Bradford as these new pitchers assumed their predecessors' roles.  

Star-divide

BABIP

HR/FB

LOB %

2008 2009 2008 2009 2008 2009
Balfour 0.217 0.383 5.7% 0.0% 87.90% 60.90%
Wheeler 0.190 0.276 11.4% 20.0% 78.80% 63.80%
Howell 0.245 0.397 10.2% 12.5% 78.70% 81.60%
Bradford/Nelson 0.275 0.222 10.0% 15.8% 69.80% 82.30%
Miller/Shouse 0.316 0.293 4.3% 40.0% 69.80% 82%
Percival 0.168 0.281 11.8% 7.7% 69.80% 94.30%
Hammel/Cormier 0.289 0.274 12.0% 3.7% 71.70% 81.10%

 

Interestingly the three newcomers all have lower BABIPs than their predecessors. All four returning pitchers have increased their BABIP significantly by an average of .129.  That is a huge margin. A portion of that can probably be attributed to playing half our games against the Red Sox and Yankees to date. The Red Sox have a team BABIP of .325. These figures should regress handsomely.

BABIP covers when the ball is play. Let's take a look at the fielding independent stats HR/9, BB/9 and K/9 to see if this is merely BABIP regression or if maybe there are bigger concerns.

HR/9

K/9

BB/9

2008

2009

2008

2009

2008

2009

Balfour

0.46

0

12.65

8.74

3.7

7.94

Wheeler

1.36

3.18

7.19

8.74

2.98

2.38

Howell

0.6

0.73

9.27

10.95

3.93

4.38

Bradford/Nelson

0.47

1.98

1.89

9.22

3.79

6.59

Miller/Shouse

0.42

1.69

9.14

5.06

4.15

1.69

Percival

1.77

1.04

7.49

4.15

5.32

3.12

Hammel/Cormier

1.26

0.36

5.06

2.84

4.02

2.13

Average

0.91

1.28

7.53

7.10

3.98

4.03

The bullpen is giving up homeruns at a much higher clip while strikeouts and walks are fairly flat. If we dig deeper and remove the new guys from the equation, we see that the returning bullpen arms are struggling beyond a BABIP regression.

HR/9

K/9

BB/9

2008

2009

2008

2009

2008

2009

Balfour

0.46

0

12.65

8.74

3.7

7.94

Wheeler

1.36

3.18

7.19

8.74

2.98

2.38

Howell

0.6

0.73

9.27

10.95

3.93

4.38

Percival

1.77

1.04

7.49

4.15

5.32

3.12

Average

1.05

1.24

9.15

8.15

3.98

4.46

 Bendix argued that the relievers'' ERAs were too low relative to their FIP in 2008. That's not good news when the FIPs are up as well this year.  On the bright side, it does seem that we have made significant strides in upgrading from Bradford, Miller, and Hammel to Nelson, Shouse, and Cormier.

2008

Pitcher

IR

IS

IS/IR

R

IP

R/IP

Balfour

44

9

20%

10

58.33

0.171

Howell

35

4

11%

29

89.33

0.325

Wheeler

25

4

16%

25

66.33

0.377

Percy

2

2

100%

26

45.66

0.569

Miller

37

6

16%

21

43.33

0.485

Hammel

12

8

67%

30

50.66

0.592

Bradford

20

10

50%

3

19

0.158

Total

175

43

25%

144

372.64

0.386

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

2009

Pitcher

IR

IS

IS/IR

R

IP

R/IP

Balfour

12

0

0%

9

11.33

0.79

Howell

11

5

45%

5

12.33

0.41

Wheeler

7

1

14%

9

11.33

0.79

Percy

2

0

0%

2

8.66

0.23

Shouse

13

4

31%

4

10.66

0.38

Cormier

11

7

64%

7

25.33

0.28

Nelson

9

3

33%

7

13.66

0.51

Total

65

20

31%

43

93.3

0.46

Last season our bullpen inherited runners at a clip of .47/IP. Of those runners, 25% scored.  In 2009, the pen is inheriting runners at a clip of .70/IP. Those runners are scoring 31% of the time.  In summation, we are inheriting .23 more runners per inning and allowing 6% more of them to score. Not a good mix.

Last year the bullpen surrendered .386 runs per inning. In 2009 they are allowing .46 runs per inning.  If we remove the newcomers and look just at the returning 4, their runs allowed/inning jumps from .35 in 2008 to .57 in 2009.

It's very interesting to note that Grant Balfour has allowed 9 runs to score in 11.33 innings pitched. However when he is brought in mid-inning with inherited runners he has allowed none of those runners to score. That is why he is the firefighter.  When he begins an inning, he gets bored and starts a fire. I've always felt he's best used to work out of a jam or as a closer if no jam occurs.

In summation, our bullpen struggles can be attributed to an expected BABIP regression from 2008, a difficult schedule to begin the season and fielding independent pitching struggles beyond 2008 levels by the returning four. On the bright side, the schedule gets easier, the BABIP correction has been extreme and the new guys have mostly done fantastic. I wonder if some of the FIP struggles can be attributed to familiarity of opponent. Most of Wheeler's struggles have occurred against the Yankees, Howell vs. the Red Sox and Yankees, and Balfour vs. the Orioles and Red Sox, all divisional opponents.  Have there been past studies done to compare the success of bullpen arms changing division or becoming stale? Bullpen arms are usually pitchers who you don't want the lineup to get a second crack at.

Link to Bendix: Assessing the 2009 Tampa Bullpen

0 recs  |  Comment 48 comments |

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More from DRaysBay

One Final Preview

Apr 2008 by R.J. Anderson - 6 comments

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Display:

This
That is why he is the firefighter. When he begins an inning, he gets bored and starts a fire. I’ve always felt he’s best used to work out of a jam or as a closer if no jam occurs.

When I see Grant Balfour start the 6th inning of a game, I just know it’s not going to go well.

www.draysbay.com

by Tommy Rancel on May 11, 2009 4:29 PM EDT reply actions   0 recs

Really good shit.

Are you an official part of the staff now? If so, it’s about damn time.

As for the pen, the Wheeler/Percy/Balfour situation is bordering on retarded redundancy at this point. It just blows my mind that Maddon and Friedman are operating against this type of information, which I’m sure they already know. Even from a man management standpoint, the use of Wheeler and Percy in high-leverage situations is killing us and accelerating the pen’s regression. It’s almost like Friedman’s moves to stop the regression have been for naught.

Also, you guys need an editor. I’m available.

by Suttree on May 11, 2009 4:30 PM EDT reply actions   0 recs

Thought R.J. announced it

but FreeZorilla is now on staff. He will be mostly analyzing our minor league teams, but throwing a few pieces such as this in. Jason Pafundi(pafsmear) will be handling our minor league recaps/notes. Steve Slowinski will continue to attack the attendance and Sandy Kazmir/Rglass will be making guest appearances from time to time.

www.draysbay.com

by Tommy Rancel on May 11, 2009 4:38 PM EDT up reply actions   0 recs

Never saw any post on it

But it’s definitely good stuff. Man’s clearly a pro at it.

"Where we all wait in earnest with pudding in hand for the Upton comet to sail through the roofed skies, so that we may meet Him."

by kericr on May 11, 2009 4:44 PM EDT up reply actions   0 recs

Great information...

I’m going to reference this piece on the air tonight… www.1010sportsonline.com from 6-7pm if anyone feels like tuning in.

by td32 on May 11, 2009 4:37 PM EDT reply actions   0 recs

Horn tooting from DRB Guide

Balfour

The question now is can he keep it up? The odds say no, but he doesn’t need to repeat his 2008 performance to be the Rays bullpen ace again. Balfour’s low BABIP of .233 compared to his career average of .302 points to obvious regression.

Percival

He maintained a ridiculously low BABIP of .181 because of the league best defense playing behind him. His FIP was 5.87 which is so bad it almost makes it look like he was trying to fail. As sad as all of those numbers are, and as much as Rays fans would like him to retire so the team can recoup his $4 million salary, Percival is still coming back in 2009 and if deemed healthy will still get the ball in the 9th inning for this team. Expect a similar season to 2009.

Wheeler

His BABIP was an unsustainably low .202 (career: .298), his strikeouts and velocity dropped, as did his slider usage, his flyball and walk rates took a hike up, and so did his FIP and leverage index. What does all that mean? Well it’s a bad combination moving forward. His contract isn’t bad in a vacuum, but in the context of the Rays the idea of paying an average or slightly below average middle reliever four million a year is hardly appealing.

www.draysbay.com

by Tommy Rancel on May 11, 2009 4:46 PM EDT reply actions   0 recs

Balfour's walks are what scare me the most.

The main reason why he was so effective last year was the fact that he seemed to get over his propensity of walking the bases. He was nicknamed Ball-four while he was in Milwaukee after all. 3.7 BB/9 last year isn’t great, but with his stuff, it was clearly good enough. Almost 8 per 9 this year is catastrophically bad. He needs to fix that or he’ll be gone from the bullpen before the all star break.

"Where we all wait in earnest with pudding in hand for the Upton comet to sail through the roofed skies, so that we may meet Him."

by kericr on May 11, 2009 4:52 PM EDT up reply actions   0 recs

My note:
Interestingly the three newcomers all have lower BABIPs than their predecessors. All four returning pitchers have increased their BABIP significantly by an average of .129. That is a huge margin. A portion of that can probably be attributed to playing half our games against the Red Sox and Yankees to date. The Red Sox have a team BABIP of .325.

Did you actually check against this? The rays are 9-6 against those two teams this season. It’s been against everyone else where they’ve struggled.

"Where we all wait in earnest with pudding in hand for the Upton comet to sail through the roofed skies, so that we may meet Him."

by kericr on May 11, 2009 4:47 PM EDT reply actions   0 recs

I did

I referenced their game logs to see the outings they struggled in, for example:

Balfour
4/12 @ Bal 0 IP; 3 BB; 2H; 3 ER
4/15 vs NYY 1/3 IP; 1 H 1 ER
5/2 vs Bos 1/3 IP; 1 H 2 BB 2 ER
5/8/09 @ Bos 2 IP 5 H 2 ER, one thrown water cooler

by FreeZorilla on May 11, 2009 4:53 PM EDT up reply actions   0 recs

Well that example would help explain the poor performance but doesn't lend itself to it being a cause for the Rays struggles early on, or their poor record.

I’m sure you’re right though; you did the research, I didn’t.

"Where we all wait in earnest with pudding in hand for the Upton comet to sail through the roofed skies, so that we may meet Him."

by kericr on May 11, 2009 5:51 PM EDT up reply actions   0 recs

Duemig calling for Izzy

He’s really ripping Joe and Bj a new one today

by Raymondo on May 11, 2009 4:51 PM EDT reply actions   0 recs

He's a big dumb animal folks

Seriously, you’re a smart guy Raymondo, you should have better taste than that nauseating prick.

Do what you love to do and give it your very best. Whether it's business or baseball, or the theater, or any field. If you don't love what you're doing and you can't give it your best, get out of it. Life is too short. You'll be an old man before you know it.

-Al Lopez

by Sandy Kazmir on May 11, 2009 4:54 PM EDT up reply actions   0 recs

I'm bored today

I rarely listen to sports talk radio

I did agree with him on resting Pena though

by Raymondo on May 11, 2009 4:58 PM EDT up reply actions   0 recs

Duemig only wants Isringhausen because he recognizes his name.

I’d rather have Thayer or Bateman in our pen than Izzy.

And Duemig hating on B.J.? What else is new. Perhaps he should go back to accusing people of steroid usage.

by R.J. Anderson on May 11, 2009 5:10 PM EDT up reply actions   0 recs

Is this regression?

As I understand it, regression occurs when a small sample is regressed towards the mean as the sample gets larger and performs much more as expected.

That really isn’t happening. The Rays aren’t “regressing” towards the mean, they’re performing much poorer than expected.

I see you later attributed some of this to strength of schedule, and I agree with that to a certain extent. But Balfour giving 5 more BB/9 and Wheeler more than doubling his HR rate isn’t regression, it’s terrible play.

by tallyray on May 11, 2009 5:06 PM EDT reply actions   0 recs

a small sample size of terrible play

the BABIP is the prime regression. ERAs also regressing towards FIPs

by FreeZorilla on May 11, 2009 5:08 PM EDT up reply actions   0 recs

Am I missing the BABIP numbers?

I see the reference to them in the post but none of the hard numbers are posted…

by tallyray on May 11, 2009 5:50 PM EDT up reply actions   0 recs

That's better...

I guess I can see the regression in terms of everyone but Howell and Balfour. All other player’s BABIP seem in line with expectations. Howell and Balfour aren’t regressing, they’re getting hit much more than expected.

by tallyray on May 12, 2009 3:29 PM EDT up reply actions   0 recs

If the regression is due to pitching

into October, why hasn’t Papelbon been so affected?

by Raymondo on May 11, 2009 5:10 PM EDT reply actions   0 recs

You're going to need better bait than that

Try using one of those artificial worms

Do what you love to do and give it your very best. Whether it's business or baseball, or the theater, or any field. If you don't love what you're doing and you can't give it your best, get out of it. Life is too short. You'll be an old man before you know it.

-Al Lopez

by Sandy Kazmir on May 11, 2009 5:12 PM EDT up reply actions   0 recs

Really not a bait

it’s just hard for me to buy into

They’ve had three months to rest. I don’t know why their velocity is down so much

by Raymondo on May 11, 2009 5:21 PM EDT up reply actions   0 recs

I dont think anyone is saying the regression is due to the playoffs

Infact, the BABIP and stats referenced above are regular season. Quite frankly, we had some guys get very luckly and we knew it wasn’t going to happen again. As for Papelbon, you are talking about a different animal. He is a top 5 reliever in the league every year. Him, Mariano and may Joe Nathan are 3 WAR type relievers on a consistent basis. Our guys are good, but not that good. Plus there was nothing in Papelbon’s 08 numbers to suggest he was a fluke. In fact his BABIP was higher than normal as was his LOB%. Hate it or love it, the dude is just good.

www.draysbay.com

by Tommy Rancel on May 11, 2009 6:20 PM EDT up reply actions   0 recs

You guys are lucky youdon't have our bullpen

We’re last in ERA, even when Torii robs a tying homer.

RIP Nick Adenhart 4/9/09

by vlad IS my man on May 11, 2009 6:31 PM EDT reply actions   0 recs

Oh man,

but i absolutely love brian fuentes.

"Yeah, I am not the old annoying guy next door. Heck, I don't even know who i am"

by Some other guy who does not care on May 11, 2009 7:43 PM EDT up reply actions   0 recs

what are you watching

His “special” delivery makes him serve the ball in the middle of the plate. when we play you guys and you’re losing in the 9th, never give up !

RIP Nick Adenhart 4/9/09

by vlad IS my man on May 11, 2009 8:02 PM EDT up reply actions   0 recs

But have u saw it on mlb 08 the show

its so awesome, oh well worth a try.

"Yeah, I am not the old annoying guy next door. Heck, I don't even know who i am"

by Some other guy who does not care on May 11, 2009 8:11 PM EDT up reply actions   0 recs

and partially is due to his

decreased velocity he sucks right now.

"Yeah, I am not the old annoying guy next door. Heck, I don't even know who i am"

by Some other guy who does not care on May 11, 2009 8:12 PM EDT up reply actions   0 recs

on Balfour and Shouse

Is this ability to deal with inherited runners better than with a fresh new inning new? I admit to not having seen a lot of Balfour before 2008, despite his being on teams I follow, and I also admit to being ignorant about his previous stats.

However, that BB/9 is dreadfully worrisome.

I’m glad to see that Maddon remembered the most important fact about Brian Shouse last night, namely that he should never, ever, face a right-handed batter. He needs to remember this more often.

(Brewers fan here—I like keeping track of departed pitchers, especially departed pitchers that I like.)

by morineko on May 11, 2009 7:39 PM EDT reply actions   0 recs

Shouse and Balfour

His #’s are deceiving. He has been very good against lefties which is his job (last night being the exception). Maddon misused him vs Youk in hope of a double play a few weeks ago where he gave up a bases loaded double. Other than that most of his damage has come from eating up garbage time innings vs righties.

Balfour for whatever reason comes in with so much more focus when the pressure is on. Where most pitchers freeze up, he relishes the intensity of the moment. He pumps almost exclusively fastballs which is the reason most often stated for not using him as the closer.

by FreeZorilla on May 11, 2009 8:56 PM EDT up reply actions   0 recs

I know you are just rehashing others opinions, but it seems contradictory, no?

Do what you love to do and give it your very best. Whether it's business or baseball, or the theater, or any field. If you don't love what you're doing and you can't give it your best, get out of it. Life is too short. You'll be an old man before you know it.

-Al Lopez

by Sandy Kazmir on May 11, 2009 10:50 PM EDT up reply actions   0 recs

I'm not sure what you mean

Are you referring to Balfour as the closer? I am all for giving him a shot as he was very effective last year during a short period of time. For whatever reason Maddon decided to go with Wheeler down the stretch. I’d rather see GB enter in tight jams, but if one doesn’t arise give him a shot in the ninth. Wheres the contradiction?

by FreeZorilla on May 12, 2009 7:47 AM EDT up reply actions   0 recs

He pumps almost exclusively fastballs which is the reason most often stated for not using him as the closer.

If it works in a highly-leveraged 6th inning and he can get it to work in a tight 9th inning, I would think this is contradictory.

Do what you love to do and give it your very best. Whether it's business or baseball, or the theater, or any field. If you don't love what you're doing and you can't give it your best, get out of it. Life is too short. You'll be an old man before you know it.

-Al Lopez

by Sandy Kazmir on May 12, 2009 11:08 AM EDT up reply actions   0 recs

I agree with you

I tihnk it would work in the 9th. I suppose the naysayers argument would be he might be the best chance to strike out a batter with a runner on 3rd and less than two out, but its not enough stuff to bank on for a full inning. I’m all for Balfour closing.

by FreeZorilla on May 12, 2009 11:42 AM EDT up reply actions   0 recs

I like him as is

Need a k? Dial 9 for Aussie.

Do what you love to do and give it your very best. Whether it's business or baseball, or the theater, or any field. If you don't love what you're doing and you can't give it your best, get out of it. Life is too short. You'll be an old man before you know it.

-Al Lopez

by Sandy Kazmir on May 12, 2009 12:45 PM EDT up reply actions   0 recs

But you don't run into that every game

If you are lucky enough to avoid it, use him in the 9th. If you can’t avoid it, go Howell.

by FreeZorilla on May 12, 2009 2:11 PM EDT up reply actions   0 recs

Agreed

Do what you love to do and give it your very best. Whether it's business or baseball, or the theater, or any field. If you don't love what you're doing and you can't give it your best, get out of it. Life is too short. You'll be an old man before you know it.

-Al Lopez

by Sandy Kazmir on May 12, 2009 9:08 PM EDT up reply actions   0 recs

Oh, believe me, we know the dangers of Shouse eating innings. Shouse shouldn’t be allowed to eat them if they contain righties; they don’t agree with him at all. I just hope you guys won’t need to independently come up with the Shouse Tracker. (For those who don’t know, the guys behind Fire Ned Yost used to track the W-L record of games with Shouse appearances as a way to measure Yost’s bullpen management skills.)

I was going to say something stupid about “well, all McClung threw were fastballs, and they still tried to make him the closer” but McClung apparently still threw his curve 15% of the time in TB as he does in Milwaukee. Balfour used to have secondary pitches before his injury but I’m not sure how effective they were.

by morineko on May 11, 2009 11:56 PM EDT up reply actions   0 recs

Theoretically

How would Izzy’s or Bradford’s numbers fit into the mix? (granted we’d have to use 07-08 numbers).

And the addition of one or both of those guys would mean (almost surely) that 1-2 of the above mentioned regressers would be sent down.

by Buc Wild on May 12, 2009 9:16 AM EDT reply actions   0 recs

The question is:

Is it impulsive to send them down? If the regression was expected, and now a small sample size has brought them closer overall to the mean, is it foolish to cut bait now? The reality is we have a lot of good bullpen arms who outperformed last year, have underpeformed to date this year, and whose future expectations should fit snugly between the two. Bradford is certainly a quality arm, but at his price tage I’d prefer to trade the remaining portion of his 3 Million plus salary. Izzy I don’t want to touch. Wheeler is the one I am least comfortable with at this point.

by FreeZorilla on May 12, 2009 9:39 AM EDT up reply actions   0 recs

Percy and Bradford cost about the same, yes?

So, in the event we have to DFA one of them, I’d be much more inclined to let Bradford close and drop Wheels to lower leverage/ROOGY situations.

Am I the only one who isn’t terribly worried about the bullpen, though? Even though it’s kind of sucked so far, a big part of that has been mismanagement. If we’re still in contention going into the 2nd half, I can see the bullpen making a big jump with Davis, Talbot, Thayer and one of our current starters all possibly being available to slot into one or two more spots, especially if we can deal a few of the other guys at the deadline and Maddon finally cuts the chord on using Percy and Wheels in tough sitautions.

by Suttree on May 12, 2009 12:08 PM EDT reply actions   0 recs

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