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Al Melchior

By the Numbers: The truths behind position scarcity

By | Data Analyst


With the trade deadline rapidly approaching in many leagues, it's a good time to revisit our notions of how much a player's position adds to or subtracts from his value.

Year in and year out, we can count on there being a dearth of highly productive middle infielders and catchers, while finding top producers in the outfield and at the infield corners is easier than finding a summer blockbuster at the multiplex. This distribution of talent makes superstars out of players like Hanley Ramirez and Brian McCann, while power threats like Prince Fielder and Nick Swisher, by virtue of their positions, get lost in the crowd.

Using Runs Created per 27 Outs (RC/27) as a catch-all offensive metric, we can gauge whether those stereotypes about position scarcity have held true through the first three-quarters of the 2010 season. For those unfamiliar with the measure, RC/27 is an estimate of how many runs a lineup would score if it consisted of nine duplicate versions of a particular player. For example, Justin Morneau compiled an RC/27 of 10.8 before heading to the DL with a concussion over a month ago. This stat tells us that a lineup that featured Morneau in spots 1 through 9 -- or players with his identical numbers -- would have averaged 10.8 runs per game. If that sounds like an outlandish amount of offense, it is, and Morneau leads all major leaguers with at least 325 plate appearances this year in RC/27.

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Using RC/27 as a yardstick helps us to evaluate the per-game production of players like Morneau who have missed substantial time this season. While Morneau's shaky health status severely hurts his trade value, other players -- such as Troy Tulowitzki and Andre Ethier -- are undervalued in typical Fantasy rankings due to lost time, yet both retain significant trade value.

Taking your first look at the graph below, you will notice that the distance among players in RC/27 varies greatly from position to position. The distribution of data points clearly confirms one of our long- held beliefs about position scarcity: there are a small number of catchers and shortstops who stand out from the crowd, making them among the most valuable commodities in Fantasy. While McCann, Joe Mauer and Troy Tulowitzki are not the biggest producers in Fantasy, the production that they provide at their respective positions is harder to replace than, say, Carlos Gonzalez's. The only real surprises at these positions are the absences of Victor Martinez and Hanley Ramirez among the upper echelon and the comeback season of Rafael Furcal, which has recently been derailed by a tight back.

The pecking order at the other positions hold a lot more surprises in store. The most noticeable outlier is Josh Hamilton, whose production level puts him light-years ahead of the outfield pack. Despite playing at a power-laden position, Hamilton's dominance among outfielders is putting him on pace to be this year's Fantasy MVP. After Hamilton comes a large cluster of potent bats, as there are 22 outfielders who have registered RC/27s of 6.0 or higher. Even considering the fact that this includes players from all three outfield positions, there is a much greater wealth of offensive production among outfielders than at any other position beside first base, as one would expect.

Unlike the outfield position, there is a much clearer delineation between the elite and the rank and file among first basemen. With Kevin Youkilis out for the season and Morneau on the shelf indefinitely, the ranks of the elite at first base are down to four players: Miguel Cabrera, Joey Votto, Albert Pujols and Paul Konerko. Owners already know that they need to be overwhelmed to deal a stellar talent like Cabrera or Pujols, but Votto and Konerko will be just as difficult to replace. Both have been steady sources of power all season and neither is boosting his home run total with an aberrant flyball rate.

It seems like eons ago that Alex Rodriguez was considered to be head-and-shoulders above the field of third basemen, but just this past March, he was among the first five players taken in the average league. A-Rod currently ranks eighth in RC/27 among a cohort of third basemen that lacks a true standout. As good as Ryan Zimmerman, Scott Rolen and Adrian Beltre have been, you could deal them to upgrade at another position and still not take a sizable hit at the hot corner if you're able to plug in a mid-range option like Mark Reynolds or Casey McGehee.

While second base hasn't often been a place to find a variety of high-octane options, there is actually less scarcity of good hitting at the keystone than at third base. There are currently five third basemen with an RC/27 of 6.0 or higher, while seven second basemen are clearing that threshold - - and that's with Chase Utley (6.8 RC/27) not having enough plate appearances to qualify for these rankings. Things were confusing enough on Draft Day, trying to sort out how to rank Robinson Cano, Ian Kinsler and Dustin Pedroia, but Dan Uggla, Rickie Weeks, Kelly Johnson and Martin Prado have taken a collective step forward. Not only does the crowd at the top of the second base hierarchy make for some difficult choices on Draft Day 2011, but in the shorter term, it makes them more valuable. The dropoff from the top tier to middle-of-the-pack alternatives like Howard Kendrick and Jeff Keppinger is pretty steep, so think twice before dealing any of the better second basemen.

So while much of our perception of player scarcity doesn't need to change, a few surprises that have unfolded over the course of this season have implications for owners, whether they are working the trade market, sizing up keepers, or getting a head start on next year. Despite the ever- present injury risks, Hamilton is now the hands-down best player of any trade he becomes a part of. Mauer, despite a down year by his standards, is still the pick of an ever-thin catching crop. Hanley Ramirez and Victor Martinez are overdue for rebounds, but both have fallen far enough that neither can be considered as valuable as they once were. Finally, if you're looking for a trade deadline upgrade, third base has become a much better position than first base for trading down in order to improve at another position.

Glossary
Runs Created per 27 Outs (RC/27) -- An estimate of how many runs a lineup would produce per 27 outs if a particular player occupied each spot in the order; ex. the RC/27 for Miguel Cabrera would predict the productivity of a lineup where Cabrera (or his statistical equal) batted in all nine spots; created by Bill James
Component ERA (ERC) -- An estimate of a what a pitcher's ERA would be if it were based solely on actual pitching performance; created by Bill James
GO/AO -- Ground out-fly out ratio
GB/FB -- Ground ball-fly ball ratio
Batting Average per Balls in Play (BABIP) -- The percentage of balls in play (at bats minus strikeouts and home runs) that are base hits; research by Voros McCracken and others has established that this rate is largely random and has a norm of approximately 30%
Left-on-base rate (LOB) -- Also known as strand rate. The percentage of baserunners that a pitcher allows that does not result in an earned run scoring. The research that established LOB norms and benchmarks was conducted by Ron Shandler. His research established that a certain level of variation in LOB can reflect differences in pitchers' abilities to prevent baserunners from scoring.
Isolated Power -- The difference between slugging percentage and batting average; created by Branch Rickey and Allan Roth
Walk Rate -- Walks / (at bats + walks)
Whiff Rate -- Strikeouts / at bats

Stay in touch with the most passionate Fantasy staff in the business by following us via Twitter . You can e-mail us your Fantasy Baseball questions to DMFantasyBaseball@cbs.com . Be sure to put By the Numbers in the subject field. Please include your full name, hometown and state.

 
 
 
Player News
A.J. Burnett
Yanks, Pirates still talking Burnett
A.J. Burnett, SP, NYY
5:27 PM
News: The New York Daily News reports the Yankees and Pirates continued to talk Sunday about completing a trade for A.J. Burnett, but a baseball source said the sides are still "a good ways away" from agreeing on the final terms. The source added the Pirates are willing to pay $10 million of the remaining $33 million Burnett is owed over the next two seasons, but Pittsburgh has offered "two borderline prospects" in return. The Yankees could be willing to pay more of Burnett's remaining contract if they receive a top-tier prospect from Pittsburgh. A person familiar with the Yankees' thinking believes there is enough common ground that a deal could be completed in the coming days. However, ESPN.com reports their source said the Yankees aren't desperate to make a trade and the team would go to spring training with Burnett if a deal isn't completed.
Analysis: Leaving the Yankees usually has a negative impact on a player's Fantasy value, but in Burnett's case it might be the opposite, especially if he moves to the NL. He has struggled to handle the pressure of pitching in New York and a fresh start could be what he needs. Burnett had some of his best years in the majors pitching in the NL. Still, Burnett would be nothing more than a risky late-round Fantasy pick in mixed leagues.

Josh Johnson
JJ continues to feel no discomfort
Josh Johnson, SP, MIA
3:09 PM
News: The Sports Xchange reports Marlins SP Josh Johnson arrived to the team's spring training complex in Jupiter, Fla., on Feb. 9, more than a week ahead of the Marlins reporting date for pitchers and catchers. Johnson, who has been throwing off a mound near his home in Las Vegas, threw his first bullpen session of the year in Florida on Feb. 10. He felt no discomfort and expects to be ready for the first workouts on Feb. 22. He made only nine starts last year because of shoulder issues.
Analysis: Any encouraging news regarding JJ is welcomed. But Fantasy owners do have to be aware of the risk of drafting him. Of course his potential makes it worth it, but JJ has made it past 30 starts just once in his career. Look to Johnson as more of a No. 2 Fantasy SP on Draft Day, but clearly he has the potential to be your ace if he can stay healthy.

Jason Vargas
Vargas expected to pitch in A's series
Jason Vargas, SP, SEA
7:14 PM
News: Mariners manager Eric Wedge hinted Sunday that ace Felix Hernandez and Jason Vargas are the leading candidates to start the team's first two games against the A's in Japan. "That's one of the reasons we're here early, to make sure we get Felix ready and we're probably looking at Vargas right now in regard to the first couple games," Wedge said, as reported by MLB.com. "It is a little odd, but that's OK. That's part of it. We're professionals here and we have to get multiple starters prepared for the regular season. It's not just about those two guys, it's about everybody else as well. We've got a lot of starting pitchers here in camp and we'll see how it plays out. I'm looking forward to the competition."
Analysis: Believe it or not, but Vargas is arguably the M's second-best pitcher heading into spring training. He has been a steady part of the M's rotation the last two seasons. He is 19-25 with a 4.02 ERA and 1.28 WHIP in 63 starts since the beginning of the 2010 campaign. However, he is not a dominant pitcher and has weak strikeout totals, so Vargas is nothing more than a low-end Fantasy SP on Draft Day.

Felix Hernandez
King Felix likely to start game in Japan
Felix Hernandez, SP, SEA
7:09 PM
News: Mariners manager Eric Wedge hinted Sunday that ace Felix Hernandez and Jason Vargas are the leading candidates to start the team's first two games against the A's in Japan. "That's one of the reasons we're here early, to make sure we get Felix ready and we're probably looking at Vargas right now in regard to the first couple games," Wedge said, as reported by MLB.com. "It is a little odd, but that's OK. That's part of it. We're professionals here and we have to get multiple starters prepared for the regular season. It's not just about those two guys, it's about everybody else as well. We've got a lot of starting pitchers here in camp and we'll see how it plays out. I'm looking forward to the competition."
Analysis: Hernandez didn't repeat as the AL Cy Young winner in 2011, but he still had another solid season for Seattle. He went 14-14 with a 3.47 ERA and 1.22 WHIP. He also struck out 222 in 233 2/3 innings. His win-loss record would probably be way better on a top contender, but King Felix still does plenty for Fantasy owners to be considered a top 10 Fantasy SP on Draft Day.

Hisashi Iwakuma
Iwakuma says shoulder is fine
Hisashi Iwakuma, SP, SEA
5:18 PM
News: MLB.com reports Mariners SP Hisashi Iwakuma said his shoulder is fine after he was limited to 17 starts last season in Japan because of a sore right shoulder. "I talked to him at length a couple days ago," pitching coach Carl Willis said. "This is obviously all new to him being in the States for the first time, with a different routine pitching every fifth day instead of sixth or seventh. But he's not an 18-year-old kid either. He has a history of what he's done to get ready for a season and we'll talk daily. Really, at the outset it comes down to me listening to him, because he's the one who knows what he needs to do to get ready."
Analysis: Iwakuma had a 107-69 record in 226 career games in Japan. The right-hander was selected the 2008 Pacific League MVP and winner of the Eiji Sawamura Award (the equivalent of the Cy Young Award) after going 21-4 with a 1.87 ERA. Last season, Iwakuma went 6-7 with a 2.42 ERA and 90 strikeouts in 17 starts. While his numbers overseas are impressive, you know it has been hit or miss when it has come to Japanese pitchers in the majors. Even if Iwakuma lands a rotation spot with Seattle, you won't want to use more than a late-round flier on him.

Tim Hudson
Hudson cleared to increase throwing
Tim Hudson, SP, ATL
4:25 PM
News: The Sports Xchange reports Braves SP Tim Hudson, who is recovering from surgery to repair a disc in his back late in November, had been playing light catch in his yard until begin cleared by doctors this week to increase his throwing.
Analysis: The word around Braves camp is proceed with caution in regards to the veteran Hudson. Pretty much every important Braves official has said they won't rush the right-hander in his recovery, and Atlanta is willing to start the season without him if it comes to that. We will just have to see how he progresses this spring. Consider Hudson an injury-risk, mid-round Fantasy pick on Draft Day. Clearly, he can be a very productive Fantasy option when healthy.

Mike Minor
Minor having early control problems
Mike Minor, SP, ATL
4:21 PM
News: The Sports Xchange reports Braves SP Mike Minor, vying again this spring for the fifth starter's job, said, "All my pitches are everywhere right now." His says his arm feels good, but that it's lagging and he isn't following through. Fortunately, he knows the point of the Braves' early throwing program is to get these preseason inconsistencies out of the way.
Analysis: Minor is considered the favorite to win the final spot in the Braves' rotation over Julio Teheran and Randall Delgado. However, Minor might be needed at the start of the season regardless if Tim Hudson's recovery from back surgery doesn't go as planned. Minor kind of disappointed in 15 starts in 2011. In fact, he has just a 4.74 ERA in 24 outings (23 starts) as a major leaguer and hasn't shown the same type of dominance he did in the minors. Still, the Braves have high hopes for the lefty and aren't giving up on him just yet. If Minor does make the rotation this spring, then look to him as a late-round Fantasy option in deep formats.

Craig Kimbrel
Kimbrel working on changeup
Craig Kimbrel, RP, ATL
4:19 PM
News: The Sports Xchange reports Braves RP Craig Kimbrel is working on locating his changeup, which he may use during the season if he's able to master it. But even if it's not ready for prime time, throwing it helps stretch him out for his fastball. He has yet to throw his curveball.
Analysis: While Kimbrel struggled at the end of the 2011 season, he still dominated hitters for most of the season on his way to winning NL rookie of the year honors. It's good that he is working to get better, but he shouldn't have to change too much since he has been a smash hit since debuting in 2010. Kimbrel is a must-own Fantasy RP and will likely be the first RP selected in many drafts this spring.

Roy Oswalt
Phillies not in running for Oswalt?
Roy Oswalt, SP, PHI
4:06 PM
News: The Sports Xchange reports Phillies general manager Ruben Amaro Jr. defused a FOXSports.com report that his team remained in the hunt to re-sign Roy Oswalt. "We really don't have any room for him," Amaro told MLB.com. "We have five, six starters, and our resources are about where we want to be right now. I think he wouldn't mind coming back, but I don't know that's feasible or a real possibility."
Analysis: The Phillies surfaced as a possible destination for Oswalt after rumors surfaced again that the team wanted to trade Joe Blanton. It seems the Phillies have no immediate plans to bring Oswalt aboard, but we will have to continue to track his offseason progress. Fortunately, all of the teams linked to Oswalt are expected contenders, but even so, Oswalt would be at best a No. 4 Fantasy SP given his chronic back woes and declining numbers.

Dustin Pedroia
Pedroia healthy heading into spring
Dustin Pedroia, 2B, BOS
4:01 PM
News: The Sports Xchange reports Red Sox 2B Dustin Pedroia will be healthy once again when he reports to spring training. In 2010, Pedroia broke a bone in his left foot that required season-ending surgery. And last season, he played with a screw inserted in his foot to improve the healing process. But with his foot fully healed, the screw was removed in October, which can only improve his peace of mind, according to manager Bobby Valentine. "I would think, especially in the cold weather, it had to be really a problem for him," Valentine said. "He said he hasn't felt this way for at least two years. He's a terrific player. David Ortiz told me I'm going to be really excited watching him play, and I believe that."
Analysis: Pedroia might not have been 100 percent in 2011, but it was hard to tell by the numbers he produced. He batted .307 with 21 homers, 37 doubles and 91 RBI in 159 games. The fact he can now put his foot situation behind him is definitely encouraging. Continue to view Pedroia as an early-round Fantasy option.

 
 
 
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