Sweeney Out, Berroa (strikes) Out
Mike Sweeney is out four to six weeks due to knee surgery. Wow, didn't see that one coming.
http://www.sfgate.com/cgi-bin/article.cgi?f=/c/a/2008/06/08/SP3D115GHM.DTL
Angel Berroa began in LA where he left off in KC going 0-3 with two strikeouts. Still chases that slider down and away. I even think I heard some "boos" from the crowed while watching the game on ESPN. It is refreshing to see some things in life don't change.
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I don't care what anyone says, Berroa is an average MLB catcher
I don’t care how badly he hits, how often he strikes out, how few balls he gets to, how many errors he makes. He’s still pretty good.
[triple mega sarcasm]
This is just my opinion. I could easily be wrong.
Ha
Berroa did hit well for a shortstop at one time, and he used to be an above-average defender. And then he had one horrible year from Hell and everyone decided to hate him.
Really, he shouldn’t be better than anybody at anything the way you carry on about him, but he is. Berroa has more hits than strikeouts in his MLB career. Adam Dunn has something like 265 more Ks than hits in his career. Angel has a higher career batting average than Dunn, too. So you’re right—no matter how many times he strikes out, it’s not as much as Adam Dunn, and no matter how badly Angel hits, he’s probably producing hits more often than Adam Dunn. Not just Adam Dunn, but I promised my girl that I’d be nice to TPJ for a day, plus I’m feeling lazy about looking up other overrated hitters.
I’m glad the Royals got rid of him so that I don’t need to think about him much anymore. I wish GMDM had gotten more than another no-hit SS NP out of the deal (i.e. pick up his salary this year for Hu), though.
Wow...just wow
Yes, Berroa did hit well one year and that was it. No, he was never an above average defender. If you’re going by FP, ZR and/or RF, you need to look into some fielding stats that actually mean something. For a stat ninja, you should know better. He has never been an above average defender. He wasn’t when he was 25 and he isn’t when he’s 30. Everyone hated him because he quickly become a SS who wasn’t good at anything. Not hitting, not fielding, not base running. He’s a zero tool player who should be even worse at 30 than in his amazingly awful age 28 season.
And I can’t believe you are bringing up Adam Dunn. Who cares how many K’s a player has if his OBP is over .380 and his SLG is over .500? And do you know how worthless batting average is in evaluating a player’s hitting?
Ninja, your analysis is often perplexing. Your attempt to favorably compare Berroa to Dunn gave me a piercing headache. I think you need to re-think your analysis here, and then maybe re-think it again. That was just….wow.
This is just my opinion. I could easily be wrong.
by Scott McKinney on Jun 9, 2008 2:27 AM EDT up reply actions 1 recs
That's true
I’ll give him that.
This is just my opinion. I could easily be wrong.
by Scott McKinney on Jun 9, 2008 10:39 AM EDT up reply actions
Dunn
The point was not to say that Berroa is still useful or to argue that he was better than Dunn overall.
First, I noted that everyone started hating on Berroa sometime after 2003. Do people think that a repeat of the 2003 Berroa would have been enough of a difference to win in some other year? I don’t blame him for that. I don’t understand why anyone wants to take away the few good things he accomplished in his short career.
To say that DP, FPCT, RF, and ZR mean nothing is ridiculous. Although imperfect, each of them use data which actually happened. A player who appears to be above average by one of those stats may not be by all of them in concert, much like batting average, OBP, and SLG aren’t usually compared in a vacuum, but as AVG/OBP/SLG. The fact that Berroa had turned more double plays than any other player in a single season and had consistently ranked near the top five (AL) or ten (MLB) is an accomplishment that you and others can try to minimize, but it remains true nonetheless. I have yet to see or hear anyone suggest that Berroa should have been an all-star or something, so it’s harmless and pointless to argue about it anymore.
I have yet to find a stat which can take into account hitters going the opposite way to avoid a particular fielder.
“And do you know how worthless batting average is in evaluating a player’s hitting?”
So now you’re trying to take something away from Ted Williams, Ty Cobb, George Brett, Paul Molitor, Wade Boggs, Kirby Puckett, Tony Gwynn, and so many other great hitters, too? All of those guys played in at least one World Series, by the way. When George Brett was chasing .400 and finished with a .390 batting average, he was pursuing and the fans were celebrating something WORTHLESS, so you say? Now that you’ve informed the world that batting average is WORTHLESS, so are his batting titles, you seem to suggest. That’s half of why he’s in the HoF, so I suppose you’d just as soon throw out George Brett and his worthless batting average. Even if you don’t understand why batting average is worth quite a lot yet, have some respect.
My analysis of batting average is that it is far from worthless; rather, that it reflects a player’s hitting skills quite well. Contact hitting ability, bat control, and strike zone judgment are just a few of the skills which are demonstrated in every hit, and consistently so over several hundred or thousands of plate appearances. After batting average, I think the ratio of walks to strikeouts is important (.600+ being good) for long-term consistent success, and the lower K/AB, the better, for many reasons.
Batting average is a large component of stats you deem worthy. BA is most of OBP. It comprises most of SLG%, too. That’s why light-hitting contact hitters like Wade Boggs or Tony Gwynn have better single-season high OPS’s than an all-or-nothing masher like Dunn. OBP is the more valuable stat in practice, and Tony Gwynn and Wade Boggs had a .400+ OBP more often than Dunn by age 28 (and probably beyond). Look at Richie Sexson’s career. He was a highly-paid FA mashing 1B, too. Do you think Dunn will still scare pitchers with his HR potential enough to draw the walks necessary for a .400 OBP in his case at age 33-34 with less bat speed? I think most pitchers could pitch to him by then, as has been the case with Sexson and his sub-.300 OBP’s since 2007. I would rather see the Royals pay for someone who is more of an undervalued contact hitter and slightly above average over Dunn.
Don’t just take my word that batting average is important when evaluating FA hitters, though. The Red Sox have Bill James as a consultant and Theo Epstein as GM. Which all-or-nothing masher have the Red Sox signed? The likes of Cecil Fielder, Rob Deer, Pete Incaviglia, Greg Vaughn, Richie Sexson, and Adam Dunn have not been valued by that organization. Their big free agents were Johnny Damon, Manny Ramirez, and David Ortiz, all of whom could hit better than Adam Dunn or Richie Sexson. Or pick any winning team you want and identify the all-or-nothing hitter who you think is comparable to Dunn.
Most RBI are generated by singles. Most HR are solo HR (91 of Dunn’s 166 from 2004-2007). Low-average hitters are more likely to strike out in crucial situations (or be walked to the advantage of the opposing pitcher). Most mashers are walked in crucial situations, which often helps the opposing pitcher. Strikeouts help opposing pitchers and defenses as well. The Royals (or any team) would be better off investing in players who can hit for average with decent plate discipline (and therefore produce above-average OBPs) instead. The team could afford a couple or even a few of those for the price of one Adam Dunn.
by Stat Ninja on Jun 9, 2008 9:29 PM EDT up reply actions 1 recs
Response.
First, I noted that everyone started hating on Berroa sometime after 2003. Do people think that a repeat of the 2003 Berroa would have been enough of a difference to win in some other year? I don’t blame him for that. I don’t understand why anyone wants to take away the few good things he accomplished in his short career.The point is that Berroa simply was a terrible option for the Royals this year. Some people were seriously advocating bringing him back up. Giving Aviles, who is probably only a decent utility guy, up made infinite more sense than giving Berroa yet another chance to fail.
The fact that Berroa had turned more double plays than any other player in a single season and had consistently ranked near the top five (AL) or ten (MLB) is an accomplishment that you and others can try to minimize, but it remains true nonetheless. I have yet to see or hear anyone suggest that Berroa should have been an all-star or something, so it’s harmless and pointless to argue about it anymore.Okay, so there’s no point in arguing about. You’re right, because DPs are only one part of the overall picture of a shortstop’s defense.
So now you’re trying to take something away from Ted Williams, Ty Cobb, George Brett, Paul Molitor, Wade Boggs, Kirby Puckett, Tony Gwynn, and so many other great hitters, too?Jeez man, it’s pretty obvious that no one is trying to anything away from these players. I think you’re being willfully contrarian if that’s really your stance. Saying that batting average is worthless as a statistic is true: if all you know about a player is his batting average, you know appoximately zero his overall value. Used in conjunction with other statistics, it can useful. But only in that capacity…on its own-as it is used far too often-it really doesn’t tell much of the story.
Batting average is a large component of stats you deem worthy. BA is most of OBP. It comprises most of SLG%, too. That’s why light-hitting contact hitters like Wade Boggs or Tony Gwynn have better single-season high OPS’s than an all-or-nothing masher like Dunn. OBP is the more valuable stat in practice, and Tony Gwynn and Wade Boggs had a .400+ OBP more often than Dunn by age 28 (and probably beyond). Look at Richie Sexson’s career. He was a highly-paid FA mashing 1B, too. Do you think Dunn will still scare pitchers with his HR potential enough to draw the walks necessary for a .400 OBP in his case at age 33-34 with less bat speed? I think most pitchers could pitch to him by then, as has been the case with Sexson and his sub-.300 OBP’s since 2007. I would rather see the Royals pay for someone who is more of an undervalued contact hitter and slightly above average over Dunn.No one’s disputing that batting average is “part of the stats deemed worthy.” It’s just that for most players, it will fluctuate from year-to-year even if they have a good ability to hit for average. Also, I’m not sure what point you’re trying to make with Dunn, Sexson, Boggs, and Gwynn. It’s quite well-known that players such as Dunn and Sexson who have “old player skills” with no defensive value tend fall off earlier than players who are more well-rounded.
My analysis of batting average is that it is far from worthless; rather, that it reflects a player’s hitting skills quite well. Contact hitting ability, bat control, and strike zone judgment are just a few of the skills which are demonstrated in every hit, and consistently so over several hundred or thousands of plate appearances. After batting average, I think the ratio of walks to strikeouts is important (.600+ being good) for long-term consistent success, and the lower K/AB, the better, for many reasons.It reflects some skills well, such as the ability to hit for average and, thus, sometimes the ability to go the other way. Sometimes it indicates good speed because faster players can leg out a lot of infield hits. Overall, it’s not helpful to evaluate a player’s skills on its own.
As to the K:BB ratio…um…there’s a huge difference between drawing 40 walks and K’ing 40 times in a year, which is what Dustin Pedroia will probably do, and drawing 100 walks and k’ing 100 times, which is much more helpful because 100 walks will boost the player’s OBP. Strikeouts are highly visible but the fact is they really aren’t much worse than any other out. I wonder if you could explain what “many reasons” you have to like players who don’t strikeout much. It’s usually doesn’t correlate that highly with being a valuable player…because King 100 times doesn’t mean much if you OPS 900, for example.
Don’t just take my word that batting average is important when evaluating FA hitters, though. The Red Sox have Bill James as a consultant and Theo Epstein as GM. Which all-or-nothing masher have the Red Sox signed? The likes of Cecil Fielder, Rob Deer, Pete Incaviglia, Greg Vaughn, Richie Sexson, and Adam Dunn have not been valued by that organization. Their big free agents were Johnny Damon, Manny Ramirez, and David Ortiz, all of whom could hit better than Adam Dunn or Richie Sexson. Or pick any winning team you want and identify the all-or-nothing hitter who you think is comparable to Dunn.Please. Bill James has spent the better part of his life refining better stats than batting average. If you seriously think that Ortiz and Ramirez and Damon were signed because of their batting average, you’re mostly wrong. Ortiz, Ramirez, and Damon were signed because their overall skillsets were certain to helpful to the club. Ortiz had never hit for average, by the way, before he came to the Sox. With the Sox, he’s hit .300 more often than not, but what makes him awesome is his ability to do that AND take 100 walks and slug 40 homers a year. Same with Ramirez.
Most RBI are generated by singles.What does that even mean?
Most HR are solo HR (91 of Dunn’s 166 from 2004-2007).You don’t want Dunn on your team because he hits too many solo home runs? Okay…
Low-average hitters are more likely to strike out in crucial situations (or be walked to the advantage of the opposing pitcher).Nope. Hitters with low-OBPs are more likely to make outs in all situations.
Most mashers are walked in crucial situations, which often helps the opposing pitcher.
You’re right. A team full of mashers would be terrible because they’d all get on base.
Strikeouts help opposing pitchers and defenses as well. The Royals (or any team) would be better off investing in players who can hit for average with decent plate discipline (and therefore produce above-average OBPs) instead. The team could afford a couple or even a few of those for the price of one Adam Dunn.
Agree to disagree.
A mind without purpose will walk in dark places.
Batting average and Dunn
[batting average will fluctuate from year-to-year even if they have a good ability to hit for average.
Lots of things fluctuate from year to year, and so do HR/PA, XBH/PA, #PA, etc. There have been “juiceball years” like 1987. Dunn’s big contract is going to be primarily valued on his track record of 40+ HR per year. I don’t believe that he could hit 40 HR in KC, and I don’t believe that 30-40 HR by Adam Dunn would translate to the 20+ more wins needed to compete in the division. It would probably be easier to pitch around him here, too.
Formal statistical analysis in all other fields involves identifying and removing outliers first. That is never done by those who analyze baseball stats, because it takes the fun out of it. In a sample of 600+ plate appearances, the home runs would be removed as outliers. SLG% is a poor tool by that standard since it goes up exponentially as HR data are added. That does not reflect my opinion of SLG%; rather, that if one is concerned with analyzing data for consistent patterns and studying what happens most of the time, one should not be so concerned with the HR or SLG%. AVG is a decent gauge of consistency, and that is more important in 162 games than 30-40 HR.
I’m not sure what point you’re trying to make with Dunn, Sexson, Boggs, and Gwynn.
My first thought was that Adam Dunn may have a higher OPS, either on a career basis or single-season high basis, than certain great singles hitters in the Hall of Fame. I was pleased to see that Gwynn had out-OPSed Dunn with something over 1.000 despite only 12 HR and gotten 958, more than Dunn’s career high in complete seasons so far, with less than ten HR.
I’ve thought about that a lot this week with the draft, too. For two years in a row, the Royals have drafted the guy with the most power. I know it’s unsexy, but I’d rather hear that the Royals had drafted a hit machine. Nobody ever compares a draftee to being the next Russ Branyan or Jose Hernandez, but that may be what we get. I am not offering criticism of the Royals’ draft choices, and I have no opinion about who the Royals should have drafted. All I’m saying is that folks are in love with power, even though it’s the most fickle of all things in baseball. What would the reaction be if the report is that the Royals drafted the best singles hitter, I wonder? How many would call for the firing of GMDM for drafting a possible Hall of Famer without much power, say, like the next George Brett?
[Batting average] is not helpful to evaluate a player’s skills on its own.
I’m not suggesting that anyone look at average alone, but to remember that all things offensively follow batting average. There are no HR in an 0-for-22 slump with a HBP and seven walks. A drop in batting average will mean less OBP and less SLG%.
As to the K:BB ratio…um…there’s a huge difference between drawing 40 walks and K’ing 40 times in a year, which is what Dustin Pedroia will probably do, and drawing 100 walks and k’ing 100 times, which is much more helpful because 100 walks will boost the player’s OBP.
What’s the difference in batting average? If it’s the same, then the Pedroia-like player advanced more runners and driven in more runs with the extra 60 hits than he would have with 60 walks which would have favored the pitcher about 40 of those times. If a player has any power at all, 60 extra hits may include a number of doubles, triples, and/or home runs. In Pedroia’s case, 1/21 of his hits was a HR and almost 1/4 of his hits were doubles; therefore, he would have given up 2 HR and 14 doubles to have walked instead in 60 plate appearances. His OBP would have been the same, but his AVG and SLG% and OPS would have dropped. Believe the numbers if you don’t want to believe me as I type this: hitting for average well is good.
Strikeouts are highly visible but the fact is they really aren’t much worse than any other out. I wonder if you could explain what "many reasons" you have to like players who don’t strikeout much. It’s usually doesn’t correlate that highly with being a valuable player…because King 100 times doesn’t mean much if you OPS 900, for example.
Just as a walk cannot become a HR, a K cannot become an error or a hit or a sacrifice fly as a contact out can. Had the 1986 World Series ended with a strikeout, history would have been quite different. At minimum, a contact out tests the defense and has value for that alone. That’s why strikeouts are good for pitchers—they advance no runners, produce no runs, and are defense-independent outs. Baseball is a double-entry system. A strikeout is among the best outcomes a pitcher can produce and among the worst results a batter can produce.
Your hypothetical example was a player with 100 BB and 100 K’s, and I’ve already explained why 60 hits and 40 are better than 100 walks, so let’s get back to who I was writing about: Adam Dunn. He of the 190+ strikeouts in a season more than once. 2006 was one of those years. He did not have a 900 OPS in 2006, probably since 30 of those should have been hits to raise his batting average and OPS.
With RISP, batting average matters most. (I’m not one of those who thinks that some players are “clutch” and thrive with RISP and others aren’t, aside from the fact that some may be better at hitting for average, but that’s another topic.) A walk doesn’t advance or score a runner on second base, but it does give the opposing pitcher a chance to get the very best possible outcome from his perspective (the double play). Same with a HBP, plus a chance of injuring the batter. BB and HBP are almost always better than an out, but not always better than a sacrifice fly, and never better than (but usually equal to) an error.
A player with a high batting average can contribute to more than 80% of his games played, and is more consistent than a low-average slugger. The higher the batting average (demonstrated over 1-3+ seasons), the more consistent the player.
Ortiz, Ramirez, and Damon were signed because their overall skillsets were certain to helpful to the club. Ortiz had never hit for average, by the way, before he came to the Sox.
Ortiz had a pretty good average (about 20+ points better than Dunn’s career avg) with the Twins except for the year that he broke his wrist. I’m a native Minnesotan, and every dedicated Twins fan I know knew that he could hit for average if he could only stay healthy. I keep telling my dad and uncle that he never could have done in MN what he did in Boston, mostly because of the lineup and ballpark effects, but that’s another story…
What makes [Ortiz] awesome is his ability to [hit .300] AND take 100 walks and slug 40 homers a year. Same with Ramirez.
Sure. They spend 30-100 AB producing hits that Dunn spends striking out. The worst thing about excessive strikeouts is the opportunity cost which a skilled hitter could have brought to the team instead.
You’re right. A team full of mashers would be terrible because they’d all get on base. See Richie Sexson. How are the Mariners doing, by the way? Were they able to build a winning team around him while he was their big-money elite FA? I hope the Royals think about that very carefully.
Power, etc.
What would the reaction be if the report is that the Royals drafted the best singles hitter, I wonder? How many would call for the firing of GMDM for drafting a possible Hall of Famer without much power, say, like the next George Brett?
One of the false dichotomies you are setting up is OPS vs. “HOF singles hitters” and power hitters vs. “HOF singles hitters.” I put “HOF singles hitters” in quotes because none of the guys you mention are slappy singles hitters. Brett’s career SLG was .487 including seven seasons over .500. And that was in a low-power era. Brett had a lot of power. He wasn’t a power-only hitter like Branyan or Kingman. Even Tony Gwynn’s career SLG was .459 including four seasons over .500. You included Ted Williams in this group for some reason even though his career SLG was a whopping .634. The reality is that there aren’t any good hitters who don’t have either a good OBP or SLG or both. But there are certainly bad hitters with a pretty good batting average. Rey Sanchez’s career .272 comes to mind, including multiple seasons over .285. The fact that he didn’t draw walks or hit almost anything other than singles made him a very, very bad hitter, despite his good BA.
I
’m not suggesting that anyone look at average alone, but to remember that all things offensively follow batting average. There are no HR in an 0-for-22 slump with a HBP and seven walks. A drop in batting average will mean less OBP and less SLG%.
No, no, no. Nothing “follows batting average.” Just because BA includes some of the things in more meaningful measures does not mean that BA is particularly meaningful itself. Getting hits is important. That goes without saying. But in what way can those hits be measured that gives appropriate meaning to them? One can measure them with batting average and get a nearly meaningless tiny bit of information. Or they can be counted in OBP and SLG for a much more meaningful measure of hitting ability.
Ninja, if you actually care about stats and value them, then you should read up on some of the work that has been done in baseball statistics in the last 20 years. Hanging your hat on batting average is a really poor way to evaluate any hitter. It’s only virtue is tradition. Thankfully serious baseball researchers have gone beyond tradition to utilize more meaningful stats and develop even more meaningful metrics.
I’ve got a feeling that you value Wins and Losses in evaluating a pitcher too. Am I right?
This is just my opinion. I could easily be wrong.
by Scott McKinney on Jun 10, 2008 3:03 AM EDT up reply actions
W-L
I don’t have time for the rest at this moment, but I’ll answer that question. I don’t value pitcher wins and/or losses very much at all, but I can’t say that they are completely worthless or altogether meaningless because that is not true. The total of either or both in any given season generally does not reveal much about the quality of most pitchers’ performances at all. Wins and losses are simply records of results. Any statistic is only helpful as long as people understand what it measures and what it cannot measure.
That said, one can look up the leader in W in any given year and arbitrarily find an example of a very good to great pitcher (Josh Beckett and Jake Peavy in 2007 - any arguments that these are not two of the greatest pitchers of 2007 and/or recent times?) or the leader in L in any particular year and arbitrarily find an example of a below average pitcher who was not merely a victim of poor run support or defense (Dan Cabrera and Kip Wells in 2007 - any arguments that these were not genuinely below average pitchers in 2007?). Without looking up loss leaders from other seasons, I have some confidence that the pitcher with the most losses is a below-average pitcher on a consistent basis.
Zack Greinke led the league in losses one year as I recall, and he really didn’t pitch well that year. The fact that he led the league in losses and remained in the majors is also meaningful, and juxtaposing his current stats with that data reveals an amazing comeback and a drastic degree of improvement which may not have been thought humanly possible. His current stats by themselves don’t tell anyone all of that.
Other than the loss leaders in each league and the 20+ win club, the W-L stat doesn’t tell much about individual pitchers in a given season. ERA is generally MUCH more helpful than W-L, but Juan Guzman and Alan Anderson have won ERA titles. Anderson was shelled out of baseball within a few years after winning his, and Guzman had a few effective stretches left in his mediocre career.
Wins start to have more meaning around 200-250 career wins. 300 career wins are meaningful, even in a vacuum. Average or merely pretty good pitchers simply do not compile 300 wins. When someone reads about or remembers David Cone winning 20 games over five months of the season in 1988, no other stats must be examined to know that Cone had an amazing season, and all other available data supports that. I don’t know whether David Cone’s 194 career wins should keep him out of the HoF, but it’s also true that he missed a few chances to start while stuck in a swingman role during his first few seasons, was not a very effective pitcher in his last few seasons, missed some time in 1996, and led the player’s strike in 1994, so he shouldn’t whine if he’s excluded from the HoF for his win total.
A bullpen with an exorbitant number of wins or losses in a season can suggest that the starters often did not receive run support in the early innings, and the team either came back eventually (W) or the bullpen blew more leads (L) than most or all other teams. Holds and saves, to a lesser extent, are helpful in that regard, also.
Were I a GM evaluating pitchers to pursue in FA, W-L would be one of the last things I would look at, if at all. I would look for available pitchers with above average or better ERA, WHIP, and at least a 2:1 K:BB ratio, hopefully with about 6K/9IP and fewer hits per innings pitched. I would consult my scouting department. I would look at film with scouts and consider their evaluations of the pitchers. Then I would want to scrub some game-by-game data and look at splits to find patterns. How did the pitchers perform in team losses? What percentage of team wins or losses occurred against above average/average/below average offenses? Would the pitcher’s G/F tendencies play better or worse in my team’s ballpark? And so on. Perhaps the W-L data could eventually correlate with some possible patterns (e.g., 7-0 when the offense provided 5+ runs in the first six innings or 0-4 when allowing 4+ runs in the first six innings or 0-6 when giving up a HR), and perhaps it wouldn’t. I wouldn’t want a starter who only showed up for about half of his starts while getting shelled in the others.
The best raw data stats for evaluating pitchers are ERA, WHIP, and strikeout ratios (K/BB, K/IP, K/9IP). I prefer to look at the entire line in context with the player’s career or similar pitchers in that year. Other variations (DIPS ERA, ERA+, etc.) are also helpful. I like Game Score, but no one stat is a perfectly accurate tell-all indicator of everything that matters. Nobody seems to like Quality Starts anymore, but that used to provide a crude measure of consistency (among two or three pitchers with similar ERAs and WHIPs in a given year, one may have two more quality starts). Splits of Game Scores within certain ranges and ERA, WHIP and K/BB ratios in QS vs. nonQS can be useful. I don’t think QS should be considered obsolete because of GS; rather, I’d prefer to use them side by side.
Does that answer your question?
Response
Lots of things fluctuate from year to year, and so do HR/PA, XBH/PA, #PA, etc. There have been "juiceball years" like 1987. Dunn’s big contract is going to be primarily valued on his track record of 40+ HR per year. I don’t believe that he could hit 40 HR in KC, and I don’t believe that 30-40 HR by Adam Dunn would translate to the 20+ more wins needed to compete in the division. It would probably be easier to pitch around him here, too.
Batting average, however, is far more fluky in the way it fluctuates. That’s why you get players such as Freddy Sanchez hitting .344 one year. Is Sanchez really good enough to do that every year? Nope. Sometimes one year more hits fall in, sometimes more of those line drives get caught, and this leads to batting average being a terribly fluky statisitic. Some “average” players every year have well above average years because of a fluky batting average spike, while others lose their starting jobs because one extra hit a week gets taken away and they drop from .290 to .260. It’s just not very consistent for most players, and it fluctuates with more deviation than secondary skills do.
Formal statistical analysis in all other fields involves identifying and removing outliers first. That is never done by those who analyze baseball stats, because it takes the fun out of it. In a sample of 600+ plate appearances, the home runs would be removed as outliers. SLG% is a poor tool by that standard since it goes up exponentially as HR data are added. That does not reflect my opinion of SLG%; rather, that if one is concerned with analyzing data for consistent patterns and studying what happens most of the time, one should not be so concerned with the HR or SLG%. AVG is a decent gauge of consistency, and that is more important in 162 games than 30-40 HR.
Good grief. No one’s talking about your “formal statisical analysis,” then. We’re talking about baseball statistics, and it’s just ridiculous to say that because stats are applied in a different way in some other field, we shouldn’t take home runs into account the way we do. One of the most important skills a player can have-if not the most important-is power. SLG percentage gives us a good idea of how much power the player is producing, as does Isolated Power (SLG-BA). Average is absolutely not a decent gauge of consistency. It does not correlate well with a player’s overall worth.
I’m not suggesting that anyone look at average alone, but to remember that all things offensively follow batting average. There are no HR in an 0-for-22 slump with a HBP and seven walks. A drop in batting average will mean less OBP and less SLG%.
NYRoyal basically covered what I wanted to say here in a thorough way. See his comment. I mean, really, you’re not making any real point here. A drop in batting average will mean less OBP and less SLG? Of course it will. But that doesn’t make it anywhere near as useful a statistic as the other too because it’s much more important to how often a player is getting on base or how much XBH he’s generating. If I were to evaluate a hitter on any one of these three stats, it’s a given I wouldn’t know the entire picture, but batting average would be BY FAR the worst choice of the three.
Just as a walk cannot become a HR, a K cannot become an error or a hit or a sacrifice fly as a contact out can. Had the 1986 World Series ended with a strikeout, history would have been quite different. At minimum, a contact out tests the defense and has value for that alone. That’s why strikeouts are good for pitchers—they advance no runners, produce no runs, and are defense-independent outs. Baseball is a double-entry system. A strikeout is among the best outcomes a pitcher can produce and among the worst results a batter can produce.
I said that strikeouts aren’t MUCH worse, not they weren’t worse. The fact is, Ks may be worse than other outs but they’re still dramatically overrated because they are yet another statistic that independently means zero (unless we’re talking about King 400 times or something ridiculous like that). A player can have a high k-rate, obviously, and still be the best player on his team or even one of the best in the league.
And you throwing out the last out of the 1986 world series, which is a grand total of one out out of millions recorded in baseball history…doesn’t mean anything to me at all. If Stanley had struck out Wilson, Buckner never would have committed the error, right? No shit. Stanley is far more to blame for the events of that inning than Buckner. Take it from a rational Red Sox fan.
Your hypothetical example was a player with 100 BB and 100 K’s, and I’ve already explained why 60 hits and 40 are better than 100 walks, so let’s get back to who I was writing about: Adam Dunn. He of the 190+ strikeouts in a season more than once. 2006 was one of those years. He did not have a 900 OPS in 2006, probably since 30 of those should have been hits to raise his batting average and OPS.
60 hits and 40 walks are better than 100 walks? Stat Ninja, you’re stating the obvious to an almost embarrassing degree. That’s not any point you’re scored against me, that’s a ridiculously obvious truism. However, it’s equally silly that you assume the trade-off would be “60 walks for 60 hits” when we’re talking about our 40:40 player and 100:100 player. That’s just not practical.
And as for the Adam Dunn point…that’s for pointing out a case study of what I was saying about batting average. Dunn’s BA fluctuating all the way down to .234 in ‘06, fluky low considering he’s managed .260 in the past. That was the only real difference between a 23 VORP and one in the forties, showing once again that secondary skills are usually more consistent than batting average.
With RISP, batting average matters most. (I’m not one of those who thinks that some players are "clutch" and thrive with RISP and others aren’t, aside from the fact that some may be better at hitting for average, but that’s another topic.) A walk doesn’t advance or score a runner on second base, but it does give the opposing pitcher a chance to get the very best possible outcome from his perspective (the double play). Same with a HBP, plus a chance of injuring the batter. BB and HBP are almost always better than an out, but not always better than a sacrifice fly, and never better than (but usually equal to) an error.
The most important thing a hitter can do in any given at-bat is not make an out. If a pitcher walks someone, that’s not a positive outcome and it can’t be assumed to be a positive outcome. Batting average, of course, doesn’t matter most with RISP. Being a good hitter overall does.
A player with a high batting average can contribute to more than 80% of his games played, and is more consistent than a low-average slugger. The higher the batting average (demonstrated over 1-3+ seasons), the more consistent the player.
You’re killing me. Absolutely killing me. This is an amazing statement. So you’d rather have Julio Lugo at .280/.350/.350 than someone with a .250/.380/.500 statline because of some made-up lack of consistency? Someone who can put up the latter statline will be a helluva lot MORE consistent than someone with the former line player b’s production is not entirely dependent on batting average, a notoriously fluky metric! Consistency as a hitter is not illustrated by batting average, it is much more clearly shown by all-encompassing stats like VORP or EQA.
Ortiz had a pretty good average (about 20+ points better than Dunn’s career avg) with the Twins except for the year that he broke his wrist. I’m a native Minnesotan, and every dedicated Twins fan I know knew that he could hit for average if he could only stay healthy. I keep telling my dad and uncle that he never could have done in MN what he did in Boston, mostly because of the lineup and ballpark effects, but that’s another story…
I meant Ortiz had never consistently hit .300 before coming to Boston, and obviously the Red Sox didn’t sign him for his “pretty good batting average.”
Sure. They spend 30-100 AB producing hits that Dunn spends striking out. The worst thing about excessive strikeouts is the opportunity cost which a skilled hitter could have brought to the team instead.
David Ortiz and Manny Ramirez are…surprise! Better hitters than Adam Dunn! No way! There’s no way I could’ve known that already! Stop telling me stuff I already know.
See Richie Sexson. How are the Mariners doing, by the way? Were they able to build a winning team around him while he was their big-money elite FA? I hope the Royals think about that very carefully.
Believe the numbers if you don’t want to believe me as I type this: hitting for average well is good.
Just how stupid do you think I am?
A mind without purpose will walk in dark places.
Personally, I'm done with Baseball Stats 101
If this guy wants to cling to old stats and pretend they are much more meaningful than they are, that’s fine. He’s stuck in 1987. If wants to think someone is a good hitter because his batting average is .280 with a good number of RBI, fine. I’m done trying to enlighten him.
This is just my opinion. I could easily be wrong.
by Scott McKinney on Jun 10, 2008 2:55 PM EDT up reply actions
I'll conclude with some examples of the value of batting average from last season in the AL
O. Cabrera .301/.345/.397 .742
S. Stewart .290/.345/.394 .739
R. Willits .293/.391/.344 .735
J. Thome .275/.410/.563 .973
J. Cust .256/.408/.504 .912
G. Sizemore .277/.390/.462 .852
The first group had significantly better batting averages. But, because of the walks they drew and the extra base hits they had, the second group hit much, much better.
This is just my opinion. I could easily be wrong.
by Scott McKinney on Jun 10, 2008 3:00 PM EDT up reply actions
Orlando Cabrera = Jack Cust? Huh?
You also compared three slap hitters to three power hitters.
You’re trying to discuss AVG in a vacuum, which I’ve never done. Does Willits even have three full seasons of data?
What does this have to do with whether Adam Dunn’s low batting average is a liability? I think it is. I compared him to Richie Sexson, who has deteriorated horribly while earning $15.5M this year from the losing Mariners. That’s about the salary you want the Royals to pay Dunn.
You said batting average was worthless. It isn’t. If Adam Dunn could bat .280+, he’d probably hit 50+ HR, 40+ HR in a Royals uni, and not follow the downward spiral Sexson’s career has followed since signing as a highly-paid FA at age 29.
That's my point
You also compared three slap hitters to three power hitters.
Exactly. The fact that the first three have high batting averages tells you nothing meaningful about how good of hitters they are.
What does this have to do with whether Adam Dunn’s low batting average is a liability?
What it has to do with is the meaning and value of batting average as a stat.
I compared him to Richie Sexson, who has deteriorated horribly while earning $15.5M this year from the losing Mariners. That’s about the salary you want the Royals to pay Dunn.
Why is he likely to follow the career path of Richie Sexson? The two players are not as similar as you suggest. Dunn has a significantly higher OBP because he draws a lot more walks. Sexson doesn’t come close to having the plate discipline that Dunn has. Dunn’s combination of getting on base and hitting for power is extremely valuable. If you can get on base a lot and hit for power, you’re a hell of a player. I don’t mind trading some singles for walks at all, particularly if he’s going to give you a lot of extra base hits.
You said batting average was worthless. It isn’t. If Adam Dunn could bat .280+, he’d probably hit 50+ HR, 40+ HR in a Royals uni
Sigh. His batting average, when coupled with his OBP and SLG tells you that he’s a walks, K’s and HR’s kind of hitter. Sure if he made more contact, he’d have even more HR’s. But I’d be happy with ANY player who will give you a .380 OBP and a .520 SLG, regardless of his batting average. If you know that about his OBP and SLG, there is absolutely no reason to give a damn about his batting average.
This is just my opinion. I could easily be wrong.
by Scott McKinney on Jun 10, 2008 4:46 PM EDT up reply actions
response
Exactly. The fact that the first three have high batting averages tells you nothing meaningful about how good of hitters they are.
The first three have a good enough average to bat at the top of the order rather than at the bottom of the order since they don’t have much power. Nobody is going to fear their bats, so it is important for them to hit their way to a high average and OBP. Willits apparently has amazing strike zone judgment to have reached that often by walking.
One is a shortstop who is more productive than most other shortstops because he is at least skilled enough with the bat to hit for a high average. Maybe you’d rather have Jose Hernandez, but I wouldn’t.
Why is he likely to follow the career path of Richie Sexson? The two players are not as similar as you suggest. Dunn has a significantly higher OBP because he draws a lot more walks.
Sexson actually could hit for average better than Dunn, so I’m even more pessimistic about Dunn’s 29-30-something years. Sexson didn’t hit .265 once for Seattle, and his career average was right around .270 when he signed his contract. As he made less contact, he hit fewer HR, too. That was also true with Greg Vaughn. Dunn’s career OBP is around .380, but in his bad years so far it’s dropped to DDJ levels—still good and helpful, but not $15+M and the opportunity cost of not upgrading an additional position worth.
Dunn has a significantly higher OBP now, that’s true. Part of that is the fact that Dunn hasn’t declined yet. Sexson’s OBP has been lower than his current career mark in 4 of the past 5 seasons. It still wasn’t as high as Dunn’s when Sexson was 28, but it’s plummetted with his average since.
Sexson is not perfectly identical to Dunn, but it’s as close as I can find without going back to an entirely different era. Sexson also went to an AL pitcher’s park from an NL hitter’s park. I don’t know how the projected dropoff compares to the real one, but the decline has been significant. If you can think of a better comparison, I’ll listen.
What it has to do with is the meaning and value of batting average as a stat.
I thought I’d covered that already. With RISP, a walk or HBP doesn’t drive in the tying or winning runs. A hit or error does. In KC, Dunn would have to be our go-to guy and cleanup hitter to get the most PA’s with RISP to justify his salary. In those RISP plate appearances, he would still bat somewhere in the less than ideal .240-.250 range and strike out 20% of the time. He wouldn’t help this team as much as his SLG% would suggest.
The last I'm going to say on this pointless debate
I thought I’d covered that already.
Yes, you did. And you were so terribly wrong. Suffice it to say that the entire field of baseball research including every sabermetrician, Bill James and Bill Beane disagree with you. There are a lot of debates in the field of baseball research and analysis. This isn’t one of them. This debate was over 20 years ago. You’re statistical analysis stuck somewhere back in the 80’s. Feel free to ignore all of the work that has been done in the last 20 years. That’s your right. And you couldn’t be more wrong.
This is just my opinion. I could easily be wrong.
by Scott McKinney on Jun 10, 2008 11:52 PM EDT up reply actions
It almost makes me want to direct
the attention of one Ken Tremendous to this discussion.
Sarcasm™. It's the new gravy.
And that's also what she said
OMG Banny. FWIW I am only crdtng u w/3 runs allwd bc of DDJ OMFG
by Matt Klaassen on Jun 10, 2008 2:59 PM EDT up reply actions
Maybe she should
just shut the fuck up for once in her life. :P
A mind without purpose will walk in dark places.
But, seriously, folks, here's something she didn't say
Maybe I’m missing what people are really arguing about here. So I apologize, Stat NInja, if I’m missing you’re point. But isn’t it quite well -established, aside from the logical points argued about above (with which I agree with the OBP crowd) that historically OPS, OBP, and SLG (whatever their limitation) all correlate better with runs scored than batting average? I mean, I think the logical/stastical arguments also carry the day, but the historical record proves it. Here’s a simple example taken from Neyer and Epstein’s Baseball Dynasties, pages 145-147.
Talking about the 1936-39 Yankees (they later both conclude that the ‘39 Yanks were tthe best team of all-time, but that’s not directly relevant here), they show the following chart of those Yankee teams and their ranks in AL batting stats (forgive the crappy chart):
1936 Avg : 3 Runs 1 OBP 1 SLG 1 OPS 1
1937 Avg: 3 Runs 1 OBP 2 SLG 1 OPS 1
1938 Avg: 6 Runs 1 OBP 2 SLG 1 OPS 1
1939 Avg: 2 Runs 1 OBP 1 SLG 1 OPS 1
Keep in mind that there were only 8 teams in the AL, so even being third in avg only put the team just ahead of middle of the pack, while being 6th shows them to be a “poor hitting” team that year when judged by avg. Yet every year they lead the Al in scoring. Now, it’s just an exampe. It isn’t definitive, and there are and will be aberrations, but note that, despite fluctuations in their BA rank, they always scored the most runs, and also had the highest OPS and SLG. Granted, this underrates the overall significance of OBP if taken on its own, but it’s just a historical example, a whatever else it proves, it shows the relative unimportance of BA compared to other stats. I think you could do a similar thing with recent scoring ranks, too.
OMG Banny. FWIW I am only crdtng u w/3 runs allwd bc of DDJ OMFG
by Matt Klaassen on Jun 10, 2008 3:20 PM EDT up reply actions 1 recs
Late 1930's Yanks
I never wrote anything about team batting averages because that becomes statistical soup, especially in that era when pitchers “batted” (and tanked everyone’s average below what it was among each team’s best players and starters.
I was discussing whether Adam Dunn would be a good buy for the Royals earlier, why I believe that Dunn’s low average should be of concern, and why batting average isn’t meaningless or worthless.
The Yankees of that era had much better players (Gehrig, DiMaggio, Dickey) than the Royals could ever afford to buy. Gehrig only batted .354 with 49 HR in 1936. He had 130 walks and only 46 Ks. Of course Gehrig was going to drive in a ton of runs (152) because he could actually hit! Bill Dickey (their John Buck), only hit .362 with 22 HR and only 16 strikeouts in 450+ plate appearances. Same for DiMaggio’s .323 average and 29 HR, 24 walks, 39 strikeouts. Only two of the 1936 Yankees’ starting lineup batted under .300 (.288 and .287) and NONE of the 1936 Yankees struck out 100 times, by the way. Again, I’m not surprised one bit that this Yankees team scored the most runs because they were probably hitting the ball more consistently than just about any other team in history, too.
Batting Average
I won’t go into all of that because we’ve been over and over it. I would suggest that you look into more advanced metrics which actually do a better job of isolating important elements of performance. RF, FP and ZR are awful defensive stats. They measure what they measure, but they don’t measure fielding ability. That’s why there are many advanced fielding metrics which do a much better job. I’d really suggest you read up on them and use them instead of archaic stats which don’t tell you much about anything.
Now, onto batting average. Batting average tells you only hits per AB. It doesn’t tell you anything about how often he gets on base. It also equates all hits, when singles aren’t equally valuable as doubles, triples or HR’s. The problem with batting average is how little it tells you. If a guy is hitting .275, he could be hitting very well or very poorly. If he’s hitting .275 with very few walks and very few extra base hits, his line could be .275/.300/.300. That’s an awful hitter. Or, he could also be drawing walks and hitting for power, in which case his line could be .275/.375/.525. That’s a very good hitter. That’s why saying that some is a .250, .275, or .300 hitter doesn’t tell you very much at all. The fact that Berroa hit .270 in 2005 doesn’t mean he hit pretty well that season. In fact, because of his few walks and little power, he was a very bad hitter that season.
Bill James and the Red Sox understand this very well. No, they don’t just sign “all or nothing mashers.” The choice isn’t between good batting average guys and all-or-nothing mashers. That’s an odd and false dichotomy. One must look at how often a player gets on base and the quality of one’s hit’s when he does get a hit. THAT is a key element in evaluating a hitter. Evaluating him based on hits per at bat makes no sense and leads to awful evaluations.
This is just my opinion. I could easily be wrong.
by Scott McKinney on Jun 9, 2008 10:52 PM EDT up reply actions
Wow, talk about cart before horse.
Low-average hitters are more likely to strike out in crucial situations (or be walked to the advantage of the opposing pitcher).
No. Hitters who are more likely to strike out are more likely to hit for low average.
Sarcasm™. It's the new gravy.
Low average and strikeouts
Point me to the list of at least 5 players who batted below .250 and didn’t strike out at least 100x per 500-600 plate appearances. And while you’re at it, you could disprove just about everything I wrote by finding a list of career .300 hitters who struck out 100x per 500-600 plate appearances. Good luck finding that which doesn’t exist.
Dunn is a low average hitter and an especially high strikeout guy, and those two facts are related to one another.
They probably are...
and it probably means nothing when it comes to his overall value.
A mind without purpose will walk in dark places.
You completely missed my point
while at the same time proving it with your “challenge”.
You are absolutely correct in one respect:
Adam Dunn is more likely to strike out in a crucial situation than, say, Luis Castillo.
But anyone who’d rather have Castillo at the plate than Dunn in said crucial situation is a blithering idiot, because when not striking out Dunn is FAR more likely to produce than Castillo. There are tons of players who hit .280 while rarely striking out; that’s because they put the ball in play. When Dunn doesn’t strike out, he still doesn’t put the ball in play half the time. He either walks or homers.
Bottom line, you’re still stuck in the dark ages where people didn’t understand that the currency of baseball is NOT HITS. It’s OUTS. Your job as a hitter is to avoid making outs. Those hitters who avoid making outs the most frequently are the most valuable. A guy who hits .100 is still valuable if he’s got an OBP of .450, because it means that 55% of the time, he is not using up the one commodity which an offense has in limited quantity.
Sarcasm™. It's the new gravy.
by jonfmorse on Jun 11, 2008 8:37 PM EDT up reply actions 1 recs
You're full of it, Morse
Are you telling me Alex Sanchez wasn’t as valuable as Matt Stairs?
OMG Banny. FWIW I am only crdtng u w/3 runs allwd bc of DDJ OMFG
by Matt Klaassen on Jun 11, 2008 8:41 PM EDT up reply actions
Yeah, I'm SOOOOOOOOOO glad
... the Royals don’t have a guy who hits 40 homers, drives in 100, walks 100+ times and scores 100 runs a season. God forbid we have THAT guy.
Also, how do you know Hu was available to the Royals for Berroa? I think GMDM does that deal if it was available.
Blown Save
Of course we couldn't have gotten Hu for Berroa
Berroa had next to no trade value. That’s why all we could get for him as a poor A-ball player. Hu is a top prospect. Moor was lucky to get anything for a player as unrelentingly awful as Berroa.
This is just my opinion. I could easily be wrong.
by Scott McKinney on Jun 9, 2008 3:05 AM EDT up reply actions
Now, if we could only get someone to take
Ross Gload and Tony Pena Jr. off our hands.
"We should've gotten a live chicken"
- Willie Mays Hays
by royaldaddy on Jun 9, 2008 12:11 AM EDT reply actions 1 recs
What is the trade market for SS,
who can’t hit their own weight?
Or first basemen who hit weak grounders and pop ups?
Relive Royals History at royalsretro.blogspot.com
Unfortunately, he might not be on the market
He’s a much better SS prospect than Aviles. He’s a top 60 MLB prospect according to Baseball America. I’d love for the Royals to get him. But he’s likely going to be the heir to Furcal, unless they are willing to extend his contract.
This is just my opinion. I could easily be wrong.
by Scott McKinney on Jun 9, 2008 11:59 PM EDT up reply actions
We could have gotten him cheap!
What were the Royals thinking?
This is just my opinion. I could easily be wrong.
by Scott McKinney on Jun 9, 2008 11:37 AM EDT up reply actions
Yes, But How
Many RBI’s does he have?
Sincerely,
Michael Wilbon
I used to be an A's fan until they left town and got good.
by philofthenorth on Jun 9, 2008 12:15 PM EDT up reply actions
An epilogue to the Berroa part of this post:
He is quoted in today’s Star as saying, "I don’t see the reason for being sent down there (Omaha).”
A .234/.259/.333 line is pretty hard to see…I mean, the numbers are so small…
by DarthYoshi on Jun 11, 2008 3:00 AM EDT reply actions 1 recs

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