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Labwork: Tale of Two Seasons

A quick graph post tonight before I turn in. I’m trying to come up with a graph that shows the ups and downs of a player’s progress over the course of a season. I know that the praiseworthy FanGraphs has been doing similar graphs for awhile, but I wanted to try my hand at my own style and it’s good Excel formatting practice anyways. These graphs are very simple, they plot BA/OBP/SLG by game. I eventually want to try and do wOBA version since wOBA = the best thing ever.

I’ve probably uttered the following phrase on this site a million times, but Pablo Sandoval really did have a terrific year at the plate last season. He started the season off a little rough, neither hitting for power or getting on base, but he corrected himself pretty quickly. Around game #20 his BA, OBP, and SLG all improved and he never really let up, kicking it up another notch around game #60 — especially in the power department — as he coasted to the end of the year as one of the best hitters in the National League. One of my biggest concerns with Pablo last year was his power, but he sustained a > .500 SLG for most of the season. And he’ll only be 23-years-old next season.

Rowand wasn’t as fortunate as Pablo in ‘09. He started off hot, cooled down a little, and was moved to the leadoff around game #37 to somewhere around game #87. Rowand’s success as a hitter while batting leadoff shouldn’t be considered a cure for his hitting problems — more than likely it was a happy coincidence. But, Rowand will be heading into 2010 as the most likely candidate to hit leadoff for the G’s. He’s been a streaky hitter in his career and you can expect more of the same in the upcoming campaign. After watching Rowand limp to the finish line (hello, sliders!) it’s hard to imagine that around midway through the season he was hitting .295/.355/.478.

Injury Status Spreadsheet

A quick update: I was going to attach this to my previous post but forgot to. I’ll be keeping track of Giants’ players various aches and pains as they advance through ST. You can either bookmark this page for updates, or I’ll be re-posting it as big news develops. The spreadsheet is very basic, it includes: player name, position, where the injury is, and whether or not they will be (as of last update) ready for Opening Day.

I’ll be editing the spreadsheets as changes occur. Each player is also color-coded based on their Opening Day status. Red means unavailable for Opening Day, yellow is questionable, and green is ready-to-go. You can also filter each column by your desired criteria.

Editgrid Link: http://www.editgrid.com/explore/user/xanthan/InjurySheet

I Can’t Believe I’m Writing About Eugenio Velez

Heaven help me. I can’t believe I’m writing about Eugenio Velez. There’s nothing better (or worse) than STFP (Spring Training Fluff Pieces). Now that baseball is back in action, sportswriters tend to go a little overboard with their spring time pieces. The phenomenon is well known. The latest offense in STFPs? Eugenio Velez.

Velez attacks flaws in hopes of sticking

Eugenio is like the bad habit the Giants just can’t quit. Giving Eugenio playing time should be lumped in between picking your nose and forgetting to turn off your cell ringer during movies. Yet, he runs fast and the Giants like guys that run fast because speed doesn’t slump, unless you’re Eugenio Velez and you can’t get on base. Then speed kinda slumps. But he’s still fast! And he’s kinda funny looking which is nice because every baseball team needs a guy that’s funny looking.

Worst article quote:

Third-base coach Tim Flannery, the Giants’ bunting guru, estimated that the fleet Velez could boost his batting average by 15 to 20 points if he became proficient at tapping the ball up the third- or first-base line or dragging it by the pitcher.

Hmm, the arbitrariness is delicious. The only skill between Eugenio Velez and competency on offense is bunting. Yup.

I don’t have to tell you that Eugenio Velez isn’t a very good player of baseball. Of the 5 tools that scouts like to use to asses players, Velez has 1 tool, he’s very fast. And unless you count hilariously crazy defensive clanks as a tool, it’s the only that he has to work with. He’s played almost every defensive position on the diamond. In the minors, he played 116 career games at SS (which is still a funny image to me) 201 games at 2B, 74 games in CF, and 52 games in LF. This gives Eugenio the illusion of being a versatile utility man when he should probably only being playing LF in the majors.

What I think shocks me — and maybe you — the most about Velez is that he’s not young, either. Despite his scrawny, gangly and youthful appearance, he’ll be 28-years-old next season. His minor league numbers should give us the slightest hope, but each day they seem more and more unlikely. Velez might be out of baseball in 2 years or he might still be playing, who knows. But even though I don’t think he should be playing too much on this year’s team, I’ll always appreciate him for this:

Yeah. That was pretty cool.

Cheap Relief Arm: Edwar Ramirez

Ah, nothing like cruising around for cheap relief arms with upside. In order to create room for the newly signed Chan Ho Park, the Yankees have DFA’d 29-year-old reliever Edwar Ramirez. You can read the Wikepedia article on the process of DFA, but the meat-and-potatoes lies here:

If a player is not traded, and clears waivers, he may be released from the team. The player is then a free agent and may sign with any team, including the team that just released him. The team that releases him is responsible for the salary the player is owed, less what he is paid by the team that signs him. In practice, that amount is usually a pro-rated portion of the Major League minimum salary.

A quick word on Ramirez and why he might interest the Giants. Ramirez is a 6′3″ right-handed reliever out of the Yankees organization that has also spent time in his earlier years with the Angels. He works off of a 88-89 mph fastball that he’s thrown 53% of the time in the majors and a plus-changeup (that’s sometimes been called a “Bugs Bunny Change”) that he’s thrown a hair under 38% of the time. He has a slider but it’s usage has been minimal. By FanGraphs pitch-type linear weights, his changeup has been an above average pitch for him in his 98.1 career innings in the majors — over that time-frame his changeup has been worth a total of +7.6 runs above average. He sells the change really well and it’s his best pitch. He’s not a hard-thrower, but his fastball and changeup combo has devastated minor league hitters.

Ramirez’s career minor league numbers:

Year Age Lev ERA IP H/9 HR/9 BB/9 SO/9 SO/BB
2002 21 Rk 4.66 56.0 9.8 0.2 2.7 7.9 2.88
2003 22 A-A+ 5.55 35.2 11.6 1.8 3.8 6.1 1.60
2005 24 Ind-AAA 1.41 64.0 5.2 0.6 2.1 13.4 6.33
2006 25 A+-Ind 1.12 56.0 4.5 0.3 2.6 14.9 5.81
2007 26 AAA-AA 0.79 56.2 4.1 0.2 3.5 16.2 4.64
2008 27 AAA 0.00 9.0 2.0 0.0 1.0 13.0 13.00
2009 28 AAA 3.18 51.0 6.9 0.5 2.8 10.9 3.88
7 Seasons 2.49 328.1 6.6 0.5 2.8 12.0 4.29
Provided by Baseball-Reference.com: View Original Table
Generated 3/1/2010.

Note: some of his years cover different levels and leagues. To get a more specific breakdown of Ramirez’s number in the minors, check out his BB-Ref page.

Yup, those numbers should be enough to interest any team. Ramirez hasn’t had the same level of success in the majors as the minors. He’s still had the ability to K hitters with a career K/9 in the majors of 10.62, but his BB/9 at 5.13 is well above his minor league control numbers. CHONE is projecting him as a 4.37 FIP reliever for the 2010 season — making him more of a back-end bullpen guy than a late inning reliever. But Ramirez does offer plenty of upside, especially in the NL. His minor league numbers are fantastic and a smart team needing to round out their bullpen should check in on Edwar. If the Giants picked him up, I’d rank rank him above Brandon Medders, and maybe even Waldis Joaquin or Dan Runzler.

Other links on Ramirez: Neyer | THT | River Ave. Blues

Bullpen Management, Do We Give Too Much Credit?

When it comes to evaluating prospects or looking at roster make-up, I’ve always been a little biased against relievers. It’s not that I think all relievers are replaceable, but in the short-term of baseball history, what teams have paid for and what they’ve gotten has been grossly out of proportion when it comes to relief arms. We’ve seen the almighty save stat loose some of it’s luster, but teams generally still spend a good bit on relief arms. Somehow Brandon Lyon got 3 years and $15M from the Astros this offseason. Sure, Ed Wade isn’t the best GM in baseball but other teams are still (in recent memory) spending big money on relievers. The New York Mets are paying Francisco Rodriguez nearly $11.5M per season to close for their baseball team on a deal he signed over the 2008 offseason. K-Rod has been a dominant reliever in his career, but even the best relievers in baseball (the elite guys who are closing) only rack up 2 wins per season above replacement. And that’s just a handful of relievers. Unfortunately for the Mets, Rodriguez struggled this past year posting a FIP nearly 1 entire run over his career average this season (4.01 compared to 3.00). His control worsened, but most of his other pitching ratios are near career levels. The Mets are hoping he’ll bounce-back this season but I digress.

My feelings about relievers stem from the the following:

~ Generally speaking, anyone can relieve. The list of starters-turned-to-relievers is long. You rarely see anyone go in the other direction from reliever to starter. Therefore, the potential population to draw relievers from is enormous.

~ They just don’t pitch that much. Having a relief ace is great, but he’s only going to pitch in 60-some innings for your team. There just isn’t a lot of available PT for a reliever to influence a game. I think you could make the case for shifting back to multiple inning usage, a’la Goose Gossage, but with specialization in the ‘pen, I’m not sure that’s going to happen anytime soon.

Because of these two reasons, I have a hard time justifying paying the going rate for relievers, which admittedly has taken a hit lately. You can still find good buys (Jeremy Affeldt being one of them) but in general, paying for relief help through the FA market seems risky. Tom Tango in his seminal post on calculating WAR ran the numbers behind roster construction and found that by WAR, you should only use around 10% of your entire payroll on relievers. That’s by far the smallest percentage of any portion of your roster. It’s even lower if you consider pitcher risk.

Switching gears a little, after trying to think about how to sum up my feelings re: relievers, I then started to think about how teams manage their bullpens. We’ll often hear the phrase in the press or on the TV that a certain manger “really manages his bullpen well.” Managing a bullpen can be a catch-all term but to me it normally means when in-game a manager calls on his relievers. You want to use your best reliever in the best possible spots based on leverage — or the state of the game. We give relievers credit for working in tight late game situations. Example: Brian Wilson comes in a 1 run game in the 8th innings, 2 outs, and the bases are loaded. That’s a much higher leveraged situation than Brandon Medders working mop-up in the 4th inning of a blowout. Wilson will get credit for his hard work and Medders will not. Seems fair, right? In theory, managers will use their best relievers in the toughest leveraged situations. It makes no sense to bring in Wilson during the 5th inning when the Giants are up by 6 runs.

Therefore, I wanted to look at every qualified reliever (by FanGraphs) by 2009 and examine their FIP vs the average leverage index they pitched in. The theory remains that the higher the leverage, the better the reliever should be. Nobody wants the worst member of the bullpen pitching the 9th inning in a close game.

There seems to be on obvious relationship between pitcher quality and use. Managers aren’t going to throw a 5.00 FIP pitcher into the 9th inning and expect him to wiggle out of tight jams. You can see a few relievers that posted very high FIP scores but still worked very high 2+ leverage situations*. The players who posted poor FIP’s but were still give high leveraged situations are the Established Closer ™ types. Brad Lidge had a down year posting a 5.45 FIP but he still pitched in tough situations. Brian Fuentes was very similar. The graph also shows how good Brian Wilson was last year. He pitched in extremely high leveraged situations while posting a FIP of 2.50. His success by FIP combined with his usage adds up to a 2.4 win season. For a reliever, that’s an incredible sum. Brian Wilson’s work out of the bullpen was one of the highlights of the Giants’ 2009 season. But, as his price rises through arbitration, the Giants might want to start combing their system for their next great relief arm.

*A quick word about leverage, 1.0 indicates a neutral situation. Closers tend to work around 1.8 and guys who are mopping up will be below 1.0. Read more about leverage at FanGraphs.

Phil Hughes’ success as a reliever has been well documented but despite his sub-2.00 FIP score, he was leveraged pretty low. You can chalk that up to team composition. When you’ve got Mariano Rivera in front of you, you’re probably not going to get the high leveraged situations. Also of note is Luis Perdomo, former Rule 5 pick by the Giants. Perdomo is notable not because he performed well for the Padres, but because his average leverage index of 0.28 was by far the lowest of all our relievers. In order to keep a Rule 5 pick, he must remain on your active roster for the entire season and it’s pretty obvious that the Padres hid Perdomo in their bullpen, only letting him out when the situation allowed.

Managers seem to have an idea of who their best reliever is and how they should use him. Which makes me think that the idea of managing a bullpen is overrated to an extent. Should we give credit for a manager realizing who his relief ace is and when to use him? Even if managers are judging relievers by things like ERA or scouting reports, it seems that by and large, they make the right call. Which makes me think, is it all that hard to do?

My Goodness.

I’m between a few things but this has to be watched. Jim Bowden interviewing Dayton Moore about advanced stats? Pure gold.

(H/T to Marcello!)

I’m In The Best Shape of My Life!

Hooray, baseball is back. Well, sorta back. Here’s my annual don’t-worry-too-much-about-Spring-Training post.

Yesterday Giants pitchers and catchers (and a few position players, too) found their way down to Arizona for the start of Spring Training. Today is first the official day when pitchers and catchers start working out. On February 23rd the rest of the roster should start trickling in (this article notes that 24 of the 40 players on the 40-man are already in camp) with March 2nd being the mandatory reporting date for anyone not in camp yet.

Some news from the early stages of ST:

~ Aaron Rowand reported to camp about 10lbs lighter according to Andrew Baggarly. Rowand reports his weight loss due to some cycling he did over the offseason and he expects to be quicker and stronger for the 2010 season. Offensively, Rowand has been pretty much the same player in his first 2 years with the Giants, posting wRC+’s of 97 and 96 in each season. Spring Training is the time for optimism, but don’t buy too much into these stories. Everyone is in the best shape of their life, better, stronger, faster, learned a new pitch, fixed a mechanical batting flaw, etc. But players usually play like they always have.

~ Unlike Rowand, Jonathan Sanchez has packed on about 12lbs in an effort to throw harder. Hmm, I’m not sure more weight = more velocity, but if Sanchez can build off of his 2009 season, the Giants would be very pleased.

~ Freddy Sanchez states that he’s ahead of his rehab schedule but still isn’t sure when he’ll have his full range of motion back. He should be able to resume baseball activities within the next couple of weeks. For now, Juan Uribe should be in the lead for the 2B job, but the Giants could always shift DeRosa over to 2B and then move someone like John Bowker into LF. In other injury news, Travis Ishikawa is hurting from 2 torn ligaments in his left foot. He’s wearing a boot right now. Surgery is a possibility if the ligaments don’t heal. If Ishikawa goes under the knife, he could be out for up to 3 months.

~ Todd Wellemeyer is in competition with Madison Bumgarner for the 5th starter’s spot. This contradicts what the team initially said about Wellemeyer when he was signed, calling him a long reliever, but I think most expected Wellemeyer would get his chance in ST. We talked about Wellemeyer, here. He’s not very good, but he should give Bumgarner a chance to work on his secondary pitchers and/or stamina in AAA before the Giants call him up. The other benefit of Wellemeyer is that he’ll keep Bumgarner’s service time in check. Hopefully the Giants will also look at Joe Martinez or Kevin Pucetas as other possible options — both could pitch better than Wellemeyer in the full season and it’s well known that I’m somewhat of a Martinez fan.

And a quick word on Spring Training statistics: don’t worry about them. Dave Cameron of FanGraphs has a nice article on the topic of ST stats. They just aren’t predictive of anything. Things get muddy when you consider parks, sample size, level of competition, and yes, even effort.

For fun, here’s the top Giants hitters last spring by OPS sorted by 50 at-bats.

Name	        OPS
J. Guzman	1.366
P. Sandoval	1.168
A. Torres	1.077
F. Lewis	1.028
R. Aurilia	0.989
T. Ishikawa	0.929
E. Burriss	0.855
E. Velez	0.852
J. Uribe	0.734
K. Frandsen	0.717
B. Molina	0.693
J. Bowker	0.669
R. Winn	        0.628
E. Renteria	0.609
A. Rowand	0.595

We all know that Rich Aurilia went on to great success during the 2009 season!

Giants Reach Deal With Lincecum

Our long national nightmare is over. Hot off the presses:

The contract is reported to be for two years and $23 million. SI.com reported that Lincecum will receive $8 million in 2010, $13 million in 2011 and a $2 million signing bonus to be split between the two years.

Narrowly missing arbitration, Lincecum agrees to a 2-year, $23M deal with the Giants. It’s not a bad deal for either side. Lincecum get’s a little security in his 2nd year of the deal (if he blows out his arm, he’ll still get $14M next year) and he’ll get another chance to go back to arbitration and receive a raise if he’s still pitching at an elite level. I would expect that if Lincecum holds up over the next 2 years, the Giants will try to ink him to a longer term deal before they head back into arbitration. The Giants get Lincecum for 2-years and won’t have to worry about going back to arbitration with him for the 2011 season.

With his $9M salary for 2009 (I’m including his $1M per year bonus), Lincecum becomes the 4th highest paid Giant behind Barry Zito (18.5), Aaron Rowand (13.6), and Edgar Renteria (10). That’s a lot of dead weight at the top of the salary scale. It’s easy to remember how bad Zito’s deal looks and how uninspiring Rowand’s deal is — but seeing the number “$10M” beside Edgar Renteria just kills me. Rent’s signing wasn’t a terrible one at the time and if you searched this site you would see I wasn’t opposed to it. But, man, he’s taken a turn for the wrong direction.

5 days until pitchers and catchers report!

High Heat vs. Low Heat

Playing around with some PFX tonight. I wanted to plot a graph of fastball height location vs. frequency thrown. I selected Matt Cain and Jeremey Affeldt as comparisons.

Big thanks to Joe Lefkowitz’s Pitch F/X Tool for providing the data. My deskstop is still packaged away, and with it my database. All numbers from the 2009 season.

The two horizontal gray lines indicate the standard strike zone by height. Matt Cain, being a flyball pitcher that goes for strikeouts, is more likely to pitch batters up in the zone with his fastball. Cain has a FB% (flyball percentage) of 45% over his career — indicating that he’s more likely to give up flyballs than any other batted ball. His career K/9 of 7.5 is above average for a starting pitcher in the National League. In 2009, the average SP in the NL struck out 6.8 batters per 9. Cain is almost a full strike out better than league average. This fastball location profile seems to mesh with what we would expect for Cain’s pitcher-type. Cain works up in the strike zone with his heat.

Affeldt had an interesting season in ‘09. He owns a career GB% of 48.8% which indicates that he’s got some groundball tendencies. But, last year Affeldt’s ground ball percentage shot all the way up to 65%. As a result, Affeldt induced 18 double plays — leading all relievers in baseball. As you can see from his frequency graph, he kept his fastball down in the zone (much lower than Cain) where batters are more likely to hit it on the ground. I don’t think Affeldt is a true talent 60%+ groundball pitcher, but his game plan should remain the same: keep the ball down. Over his career since he switched to relief full-time, he’s been successful by following that approach.

It all adds up to another reason why I like baseball so much. You’ve got two pitchers with two great fastballs, but they use them in two opposite ways to achieve success.

Todd Wellemeyer Signs With Giants

The Giants have signed SP/RP Todd Wellemeyer to a minor league contract with an invite to Spring Training. From the news released on SFGiants.com, it appears the team is tabbing Wellemeyer as a ‘long reliever’ but he could, theoretically, get a chance to win the 5th starter’s job this spring.

Wellemeyer’s career stats:

Year Age Tm W L ERA IP H R ER ERA+ H/9 HR/9 BB/9 SO/9 SO/BB
2003 24 CHC 1 1 6.51 27.2 25 22 20 67 8.1 1.6 6.2 9.8 1.58
2004 25 CHC 2 1 5.92 24.1 27 16 16 74 10.0 0.4 7.4 11.1 1.50
2005 26 CHC 2 1 6.12 32.1 32 23 22 72 8.9 1.9 6.1 8.9 1.45
2006 27 TOT 1 4 4.14 78.1 68 38 36 111 7.8 0.7 5.7 6.2 1.08
2006 27 FLA 0 2 5.48 21.1 20 13 13 79 8.4 0.4 5.5 7.2 1.31
2006 27 KCR 1 2 3.63 57.0 48 25 23 129 7.6 0.8 5.8 5.8 1.00
2007 28 TOT 3 3 4.54 79.1 77 50 40 98 8.7 1.2 4.5 6.8 1.50
2007 28 KCR 0 1 10.34 15.2 25 19 18 44 14.4 2.3 6.3 5.2 0.82
2007 28 STL 3 2 3.11 63.2 52 31 22 141 7.4 1.0 4.1 7.2 1.76
2008 29 STL 13 9 3.71 191.2 178 84 79 115 8.4 1.2 2.9 6.3 2.16
2009 30 STL 7 10 5.89 122.1 160 88 80 70 11.8 1.4 4.2 5.7 1.37
7 Seasons 29 29 4.74 556.0 567 321 293 91 9.2 1.2 4.4 6.8 1.55
Provided by Baseball-Reference.com: View Original Table
Generated 2/11/2010.

Additional career stats of the batted-ball variety: LD% 19.7, GB% 40, and FB% 40.3.

I was this close to adding Wellemeyer to our post on 5th starter options a couple of weeks ago. If he had been in the post he would have been of the scrap heap variety. Wellemeyer has spent most of his career as a reliever, posting an uninspiring career FIP of 5.07 in the bullpen. In 2008 the Cardinals turned Wellemeyer into a starter and got 191.2 innings of 115 ERA+ starting out of him — or a 4.51 FIP. All told, that season was worth 1.6 wins. Last season Wellemeyer struggled with injuries and ineffectiveness, posting a 70 ERA+ vs. a FIP of 5.31. Any way you slice it (FIP, xFIP, tERA, ERA+) it was a poor season. On the way home from work yesterday I caught a portion of Wellemeyer’s interview on the MLB channel on XM Radio. They asked him about his ‘09 and Wellemeyer basically said that after throwing a career high in innings pitched in ‘08, his arm wasn’t ready for ‘09. He then stated that he’s worked harder this offseason and is in really good shape.

Ignoring that Wellemeyer is in the best shape of his career, his ‘08 looks out of line with most of his career. After walking 5.6 hitters per 9 from 2003-07, Wellemeyer chopped his BB/9 rate down to 2.9 walks. That’s a huge step to take but it regressed back to the 4’s last year. I have trouble believing that Wellemeyer really is a 3-ish BB/9 pitcher. He also posted a .273 BABIP to go along with a 76.9% left on base percentage in ‘08. Both scream fluke with a return to earth in the following season, which happened. CHONE projects Wellemeyer to throw a 5.14 FIP next season in the starter’s role. It seems like a reasonable projection. If he’s more of a reliever, you can place his FIP closer to 4.75-5 depending on how optimistic you are.

Still, I don’t mind him on team. I would much rather watch 100 IP of Wellemeyer (or Pucetas or Martinez) to start the year than Bumgarner. The Giants are still stating that Bumgarner is in the lead for the final rotation slot, but I’d rather they ease him along a little more. If he shows up to camp throwing 94 mph, I’ll be less worried, but his arsenal of pitches doesn’t seem MLB ready.