Saturday, July 12, 2008

Buy Low/Sell High July 12th (A.J. Burnett, Francisco Rodrigez)

Weekend Edition: I have family in town this weekend so I won’t be able to provide updates on Saturday and Sunday. I will provide a weekend edition though.

Buy Low: A.J. Burnett

Key Stats:

Pitcher:

BABIP

K/BB

PTO%

qERA

ERA Dif

P/IP

FIP

Hitter:

BABIP

P/PA

BB/SO

GB/FB

HR/FB

2008

0.337

2.110

29.1%

4.10

1.132

17.13

3.75

2007

0.262

2.67

32.05%

3.34

0.415

15.99

4.09

2006

0.317

3.03

29.62%

3.64

0.340

16.00

3.69

According to the regular numbers, A.J. is having a horrible year so far with an ERA of over 5 and a WHIP north of 1.5. His FIP though is only 3.75 so he has been extremely unlucky in this regard. The 17 pitches per inning is a little scary but I think this is mainly due to his lack of luck. He has the ability to absolutely dominate the game if his mind is there and chances are he will be traded to the NL East, possibly Philly. If he goes to Philly he won’t have to face a very tough offense in the whole division. During the trading play it up that you want the strikeouts only so you don’t have to overpay for him.

Burnett, A.J. SP TOR for Winn, Randy RF

Burnett, A.J. SP TOR for Rodriguez, Wandy SP HOU

Burnett, A.J. SP TOR for DeJesus, David CF KC

Sell High: Francisco Rodriguez

Key Stats: 

Pitcher:

BABIP

K/BB

PTO%

qERA

ERA Dif

P/IP

FIP

Hitter:

BABIP

P/PA

BB/SO

GB/FB

HR/FB

2008

0.228

1.580

28.8%

4.85

-2.370

17.00

3.83

2007

0.309

2.65

31.83%

3.16

-0.352

17.83

2.67

2006

0.288

3.50

34.13%

2.78

-1.046

16.66

2.78

Yes I know he’s having a great season, so far historical. Yes I know he’s carried your teams saves right now. But that doesn’t matter. It only matters what he does from here on out. There is a reason why records aren’t broken too often in baseball (at least non-HR records), it’s because it takes a truly remarkable season. Everything above points to someone who has been extremely lucky this year despite having control problems. Even the kindest version of ERA comparison for him is his FIP at 3.83 or over a full 1.50 more than his current ERA. Trading away a closer is sacrilegious to some but if you can get a “lesser” one in return then it will soften the blow. Sell Rodriguez and x for y plus someone of a slightly less level (street, wagner).

Rodriguez, Francisco RP ANA for Bruce, Jay CF CIN and Lyon, Brandon RP ARI and Pence, Hunter CF HOU

Griffey, Ken RF CIN and Rodriguez, Francisco RP ANA for Kazmir, Scott SP TB

Guillen, Carlos 1B DET and Rodriguez, Francisco RP ANA for Howard, Ryan 1B PHI

Friday, July 11, 2008

Aaron Harang PFX analysis

Cincinnati’s been searching for a reason behind the struggles of Harang over the year after having such high expectations for him coming into this year. After his latest start, he was examined and was given a preliminary diagnosis of a tight forearm. This is concerning to me because of what I have seen in my experience. During my experience, elbow problems, especially chronic Ulnar Collateral ligament injuries lead to control problems but not necessarily velocity. This has also been discussed by a authors who’s opinion I trust, Will Carroll (sorry subscription required but well worth it) being the one that I read most. With this in mind, I wanted to look at the PFX data to see if it backed it up.

First and foremost I wanted to see what the release point was for all of his starts. At first I isolated only his home starts to be as consistent as possible and see if it was a long running problem. That gave me the lines that gave me the “central” location of his average release point.
I used the median as the reference because if we use the mean, the position would be effected by outliers. The one thing you can notice right away is how inconsistent he was with his release point. Lately the last month or two, he has been right at the line or below it. This would possibly indicate a drop in the arm slot, but we can’t be absolutely sure. The side to side motion is somewhat effected by where the player is on the rubber, so we have to take this with a slight grain of salt.

What can we conclude with the above? Something might be wrong mechanically but it’s likely not his shoulder. With his reporting of forearm and elbow pain, any changes might not be significant enough to show up in the release point. We would be more likely to see changes in pitch location with elbow and forearm pain.

With that understanding, normally I would produce a chart showing a depiction of the strike zone, but with so many pitches and dates it would be too jumbled and hard to read. So instead the next chart shows how many balls, strikes, and balls that were hit into play over each start. While they may be slightly affected by the umpires’ strike zone, the general trends are true across all starts, not just the home starts.

This is really telling because except for one slight hiccup on June 8th, he has been throwing more pitches in each outing since May 25th when he came in relief and threw 63 pitches according to baseball-reference.com. Then 4 days later he threw 73 pitches. So in a 1 week period he threw 239 pitches. The percentages in the above graph represent the number of pitches in that category divided by the total number of pitches. Something that I find really alarming is that in the 4 -5 starts prior to the relief appearance he had declining pitch counts but then after the relief appearance he was allowed to jump back up to the previous max or even higher. For someone who has been used pretty hard the last several years, this makes me nervous.

I then did a comparison of all the pitches that were in the zone versus out of the zone before and after the relief appearance based on the PFX system and I came up with the following. The PFX system’s accuracy claims to be within a half inch at the plate so it’s incredibly accurate. Before and including the relief appearances he had 12 appearances and after the relief appearance he was in 8 games. He threw 347(43.2%) balls outside the zone and 456 (56.8%) balls inside the zone in those 12 appearances. In the 8 post-relief appearances he threw 487(43.5%) balls outside the zone and 633 (56.5%) balls inside the zone. If 0.3% doesn’t seem by much, it’s because it isn’t. That’s a difference of 6 “extra” balls after the relief appearance. I don’t think that is necessarily too significant a difference.

His control has changed a lot this year overall though. BB/9 from 2005 to present flow like this: 2.16, 2.15, 2.01, and then rises to 2.48. This really isn’t that different based on the number of Innings so far. It only amounts to a difference of 4BB in a half a season. The problem is that the difference is really just after the relief appearance. Pre-relief his BB/9 was 2.19 while after it was 3.06.

In terms of K/9, from 2005-present: 6.98, 8.3, 8.5, and then drops to 7.9 this year. This years’ breakdown is this: The same drop off after the relief appearance shows in the K/9 of 8.3 pre-relief while post-relief those numbers and 7.34. This is quite a difference of about 1.7 per start.

How is his velocity though?

Initially it doesn’t appear so. His velocity has been up and down but you notice that his fastball velocity deeply dropped off after his relief appearance on May 25th. It didn’t just drop off for 1 start but actually for two starts before starting to rebound again. Most likely this was due to fatigue after having to throw relief that day. The first start after the relief point the release point was above the normal but the second start coincided with a clear drop of the release point. Dropping of a release point has been known to put more pressure on the anterior shoulder, biceps, and medial elbow.

Last I want to look at the movement of his pitches across starts. My assumption is that he will have less control of the movement during the later starts. The bars are only for graphical purposes only to help me guess as to how far apart the clusters are. As you can see, the last start the clusters are a lot closer together than previous ones but that just may be because it is at a different park. It does appear that they are becoming closer overall, but it is not a great difference.

This could result in the pitches moving with less bite making it easier to hit or make contact. Finally, again with a little help (mostly to make it faster) from baseball-reference.com, I looked at the percentage of called strikeouts versus swinging strikeouts. From 2005 they are: 24%, 20%, 16%, and 33%. That means that his stuff/movement was getting better and better from 2005-2007 but now in 2008 he has to rely on location. We have seen previously that his pitch location is off this year, especially after the relief appearance.

Summary: More work still needs to be done but initially it appears that there was a dramatic effect for the worse. From the work done with previous authors, control has been shown to be more effected by elbow injuries than velocity and we see it above. I don’t have enough reliable PFX data on the effects of UCL injuries, but unfortunately (from a health perspective) I’m sure we’ll have the data soon enough. Harang has been struggling mostly after the relief appearance in terms of striking people out. It appears that his pitches were more hittable or at least able to make contact and that is a symptom of fatigue or injury if over a long term. Something was bothering him with elbow since after the relief appearance according to PFX and I hope it was only a minor strain.

Buy Low/Sell High July 11th (Dave Bush/Paul Maholm)

Sorry for not having consistency in my postings int he morning. Been a very busy week and the refrigerator died this week, so I've had to run around in the mornings and nights. Hopefully after this weekend, it will be a lot more consistent and I'll be able to get more PFX work up.

Buy Low: Dave Bush

Key Stats:

Pitcher:

BABIP

K/BB

PTO%

qERA

ERA Dif

P/IP

FIP

Hitter:

BABIP

P/PA

BB/SO

GB/FB

HR/FB

2008

0.254

2.040

26.8%

4.96

-0.223

15.21

4.92

2007

0.324

3.05

27.76%

4.15

0.969

15.99

4.37

2006

0.289

4.37

31.75%

3.57

0.843

14.43

3.79

This might be one of my least sound but most profitable if things work out. Bush had high hopes coming into the season but he disappointed everyone so far. The last two starts he has dominated striking out 20 while walking no one and he has given up more than 1 ER only once in the last 5 starts. He has been a little lucky will the BABIP department but it doesn’t explain everything. If you’re in need of a decent #4 or #5 starter he might be the one but I wouldn’t give up anything of real value for him. Hopefully he’ll be on your waiver wire but if he isn’t, maybe you can trade him for this:

Bush, Dave SP MIL for Theriot, Ryan SS CHC

Or getting him with in a package of players. He’s only owned in 30% of CBS leagues so hopefully if you need him you can get him off the wire.

Sell High: Paul Maholm

Key Stats: 

Pitcher:

BABIP

K/BB

PTO%

qERA

ERA Dif

P/IP

FIP

Hitter:

BABIP

P/PA

BB/SO

GB/FB

HR/FB

2008

0.294

2.290

29.0%

4.41

-0.362

14.77

4.54

2007

0.323

2.14

28.12%

4.45

0.570

14.87

4.47

2006

0.334

1.44

26.16%

4.93

-0.167

16.55

4.67

I feel that this is one of those times you can definitely sell high on him. He’s strung together a bunch of starts against weaker hitting teams and he’s lowered his ERA and WHIP as a result. He doesn’t have great strikeout numbers but you should be able to sell him off in a package right now.

Maholm, Paul SP PIT and Wolf, Randy SP SD for Zambrano, Carlos SP CHC

Beltre, Adrian 3B SEA and Maholm, Paul SP PIT for Kazmir, Scott SP TB

Thursday, July 10, 2008

Mark Mulder diagnosed with strain

Mark Mulder has been diagnosed with a strain after only 16 pitches last night. He hasn't been able to pitch effectively since 2005 and given the history of 2 rotator cuff surgeries, this is not good. He said that he felt severe pain with it which was pretty evident as he grimaced on the last pitch. I wouldn't be surprised for him to be shut down until late August at the earliest.

Buy Low/Sell High July 10th (Adam Jones/David Murphy)

Buy Low: Adam Jones

Key Stats:

Pitcher:

BABIP

K/BB

PTO%

qERA

ERA Dif

P/IP

FIP

Hitter:

BABIP

P/PA

BB/SO

GB/FB

HR/FB

2008

0.289

3.76

0.22

1.500

5.41%

2007

0.250

3.89

0.19

1.700

20.00%

2006

0.217

3.83

0.09

2.364

9.09%

Adam was the prize in the Bedard trade and he has been said to have the talent for a long time. He’s continuing his growth as evidenced by his increasing batting eye and his BABIP. Also I see that his HR/FB is far below any rate he has shown previously. In the past month is OPS is above .860 so the talent is coming out. If you are in a keeper league, he is one of those players that you might want to target for next year and beyond.

Jones, Adam CF BAL for Rauch, Jon RP WAS

Jones, Adam CF BAL for DeJesus, David CF KC

Jones, Adam CF BAL for Butler, Billy DH KC and Escobar, Alcides SS MIL

Sell High: David Murphy

Key Stats: 

Pitcher:

BABIP

K/BB

PTO%

qERA

ERA Dif

P/IP

FIP

Hitter:

BABIP

P/PA

BB/SO

GB/FB

HR/FB

2008

0.267

3.82

0.34

1.369

14.29%

2007

0.343

3.92

0.35

1.900

10.00%

2006

0.211

3.88

1.00

1.800

20.00%

It’s not that David isn’t a good hitter, it’s that he’s not a great hitter. The problem that I don’t like is his GB/FB ratio, decreased batting eye, and also the lineup around him. For the stuff that he can control, his eye and GB/FB ratio are a little concerning. They tend to trend back towards the career mean and if that’s the case then there will be less FB and less HR as a result. If the batting eye decreases, the player is swinging at the first good pitch he sees. Eventually the pitcher adjusts to it and won’t be throwing first pitch strikes. On the side that the player can’t control, Josh Hamilton, Milton Bradley, and Ian Kinsler are all having career years right now. If they start to tail off, Murphy’s counting stat production will most likely decrease as well.

Murphy, David RF TEX and Tulowitzki, Troy SS COL for Verlander, Justin SP DET (I assume that the new owner knew of his injury)

Hollimon, Michael SS DET and Murphy, David RF TEX and
Walden, Jordan SP ANA for Dye, Jermaine RF CHW

Billingsley, Chad SP LA and Murphy, David RF TEX for Harang, Aaron SP CIN and Ortiz, David DH BOS