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Overthinking It |
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March 14, 2013 10:50 am
Overthinking It: 15 Questions I've Been Asking Myself Since the SABR Conference |
Days after getting back from the SABR Analytics Conference, Ben's brain is still buzzing about the subjects discussed.
There were, by my count, 25 talks, panels, or presentations at last week’s SABR Analytics Conference in Phoenix. I couldn’t attend all of them, since some overlapped, but I made it to as many as possible. I’ve already written about the most interesting thing I heard, but the Indians’ sabermetric approach to marketing was just one of many intriguing topics that made me start scribbling notes during the three days I spent listening to smart people talk about baseball. (Many of those topics were brought up by Bill James, which probably isn’t surprising.)
Below I’ve listed some of the questions asked (either explicitly or indirectly) at SABR that are still on my mind a week after the conference began. I don’t have the answers to all of them, but that’s okay, because, as James said, “The key is to find the questions.” (Note: Only a few of the events are available online, there was no convenient place to put a computer, and I scribble only so fast, so I may have mixed up a detail or two.)
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March 12, 2013 5:00 am
Overthinking It: The Not-So-Secret Sabermetrics of Marketing |
At the SABR Analytics Conference in Phoenix, the Indians introduce a new sort of sabermetrics, without some of the usual secrecy.
Among the attendees of the second annual SABR Analytics Conference, which took place in Phoenix this past Thursday through Saturday, were statistical analysts from several clubs; some whose names you’d know from Baseball Prospectus or other sabermetric sites, and others who’ve kept a lower public profile. But with the exception of Bill James, whose stature is such that he can continue to play a public role even from the inside, the team statheads weren’t at SABR to take part in panels or present PowerPoint slides. They were there to keep their eyes and ears open for any ideas or developments that might give their employers an edge.
They sat silently in the back rows of conference rooms, or clustered together outside the exits with other delegates from their own clubs, talking quietly or sending messages back to base with their omnipresent phones. Occasionally, one team’s cluster would meet and merge with another’s, chatting amiably like less athletic versions of opposing players crossing paths before first pitch. But even (or especially) among their own kind, their words were guarded: they talked shop without citing specifics. As Zachary Levine wrote last week after returning from the MIT Sloan Sports Analytics Conference, team employees tell few tales.
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March 8, 2013 11:40 am
Overthinking It: Ready For Their Close-Ups? |
Looking at some first-time starters in 2013 to see which ones will stick.
For every top talent like Bryce Harper or Manny Machado who claims a regular role from the moment he makes the majors, there’s a veteran who bounces around for years while he waits his turn for a chance to start somewhere. The following 10 players are looking to make the leap to full-time starter status this season. But do they have what it takes to succeed in their expanded roles, or will they be busted back to the bench?
Brandon Moss, Athletics, 1B
Moss’ power output was impressive last season, but it was partially a product of aggressive platooning by Bob Melvin, who limited him to only 62 PA against lefties. Chris Carter’s departure opens a path to more playing time for Moss (and speaks to Oakland’s confidence that he can repeat his success), but it will also make it more difficult to protect him against southpaws.
Can he stick? No. A’s batting coach Chili Davis worked closely with Moss to get him to embrace his pull power, so it’s possible that his pre-2012 stats are deceptive. But the 29-year-old’s projection isn’t pretty: .238/.301/.421 with subpar secondary skills, which wouldn’t come close to cutting it at first base.
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March 7, 2013 5:00 am
Overthinking It: The All-Rookie Roster |
How many game could a team of all rookies win? Think about it for a minute, pick a number, and then read on.
One of the chapters I wrote for Extra Innings was about the ways that perennial losers like the Pirates and Royals get broken, and how they might eventually go about getting fixed. “Getting younger” is sometimes seen as a solution, and often it’s at least a step along the way. But early on in the chapter, I noted that youth isn’t always an immediate answer, writing, “All else being equal, a younger team is preferable to an older one, since younger players generally cost less and offer more room for improvement, but a roster composed of players who haven’t yet hit their primes is at least as unlikely to succeed as a team of players who’ve left their primes behind.” Comparing the average ages of teams that finished above or below .500, or that won or lost over 100 games, I concluded, “Too little inexperience can be even more toxic to a team than too much experience.”
It’s easy to explain why many young teams lose a lot of games: they’re learning on the job, with few players in their prime and a limited supply of highly touted and/or major-league-ready rookies. But for a few minutes, let’s ignore the way the real world works and imagine a young team too talented to occur in nature. If we could form an entire team for 2013 out of rookie-eligible players from any organization, which rookies would we pick? And armed with only the best young players in baseball, how many games would our all-rookie roster win?
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February 26, 2013 5:00 am
Overthinking It: PECOTA's Projected Fallers |
Five hitters and five pitchers PECOTA thinks will sink in 2013.
Yesterday we looked at five position players and five pitchers whom BP’s projection system, PECOTA, believes are in for big improvements in 2013. Today we’ll tackle PECOTA’s picks to suffer some of the largest declines.
Hitters
Mike Trout, Angels
2012 WARP (639 PA): 9.1
Projected 2013 WARP (693 PA): 5.3
Projected WARP decrease: -3.8
Trout is projected to see the largest WARP decrease of any player—and to tie for the fifth-highest WARP among non-pitchers. It’s a reminder of how far ahead of the pack he was in 2012 that PECOTA can project him to be much less valuable than last year, but still more valuable than almost everyone else. Although he fits the profile of a high-BABIP hitter, Trout was likely a little lucky on balls in play—his batting average on line drives was over 40 points above league average. Some regression in that area, coupled with the adjustments made by opponents who’ve spent the winter searching for ways to get him out, might make Trout merely one of the most valuable players in baseball instead of the most valuable by far.
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February 25, 2013 5:00 am
Overthinking It: PECOTA's Projected Risers |
Five hitters and five pitchers PECOTA expects to see big improvements from this year.
BP’s PECOTA projections arrived two weeks ago today, offering answers to two of the most common questions asked each spring: Which players are expected to make major improvements, and which are big risks to head downhill?
We’ll tackle five hitters and five pitchers whom PECOTA projects to make major gains today, then do the same for some of the biggest projected decliners tomorrow. One note: It doesn’t take PECOTA to tell you that a player like Troy Tulowitzki—who missed most of last season after left groin surgery—could be in line for a big bounceback with better health, so this list is restricted to people who played full seasons in 2012.
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February 25, 2013 12:00 am
Overthinking It: The Best of Baseball's New Old Videos |
One small step for MLBAM, one giant leap for fankind.
A little over four years ago, Shawn Hoffman wrote a piece at BP called "Opening Up MLB.com: How MLBAM Can Take Its Next Big Step." A couple key paragraphs:
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February 18, 2013 5:00 am
Overthinking It: Why There Probably Are No Next Orioles |
We all missed on last year's Orioles and A's, so we're determined to see the next similar surprise team coming. But are we sure that one will?
“I know a lot of the national reporters say we’re going to finish last and lose a lot of games again. You know what? Oakland was supposed to be last [in the division] last year, Baltimore was supposed to be last, and they both ended up making the playoffs.” —Astros GM Jeff Luhnow, February 5.
Sometime between now and Opening Day—if you haven’t already—you’ll probably hear someone speculate about the surprise team(s) of 2013. Every spring, fans and analysts attempt to predict which teams will surpass the expectations of PECOTA and the pundits. Most of those predictions, of course, don’t come to pass. It’s tough to beat the stats, the oddsmakers, and the combined predictive powers of people who spend large chunks of their lives watching and reading and writing about baseball teams. Especially since some of the people who can beat the consensus consistently start publishing their predictions, the consensus becomes a bit better and harder to beat.
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February 12, 2013 11:50 am
Overthinking It: Spring Position Battles, National League |
Five positions on NL contending teams where playing time is still up for grabs this spring.
General managers put most of their roster pieces in place by the time pitchers and catchers report, but the majority of major-league teams still show up at spring training with a position or two where their plans aren’t set in stone. What their depth charts will look like on Opening Day depends in part on what transpires over the next two months. Who’ll show up in better shape? Who’ll convince the manager that he wants it more? And yes, who’ll have a couple weeks of hot hitting, even if history has shown that spring training performance isn’t predictive of regular-season success?
The following five National League contenders have questions about the division of labor at one or more positions that need to be answered by the time they break camp. Here’s how those positions should shake out. (We covered the American League on Monday.)
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February 11, 2013 9:15 am
Overthinking It: Spring Position Battles, American League |
Five positions on AL contending teams where playing time is still up for grabs this spring.
General managers put most of their roster pieces in place by the time pitchers and catchers report, but the majority of major-league teams still show up at spring training with a position or two where plans aren’t set in stone. What their depth charts will look like on Opening Day depends in part on what transpires over the next two months. Who’ll show up in better shape? Who’ll convince the manager that he wants it more? And yes, who’ll have a couple weeks of hot hitting, even if history has shown that spring training performance isn’t predictive of regular-season success?
The following five American League contenders have questions about the division of labor at one or more positions that need to be answered by the time they break camp. Here’s how those positions should shake out. (We'll tackle the National League on Tuesday.)
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February 7, 2013 9:20 am
Overthinking It: Micah Owings Embraces His Destiny |
Micah Owings has always been a good-hitting pitcher. That's a lot different than being a good-hitting non-pitcher.
There was a period, before we’d seen him be bad at pitching, when Micah Owings’ ability to hit was perceived as a complementary part of his play. Owings was a prospect for his pitching alone, a former third-round pick and a 6’5” right-hander with a 3.36 career ERA in the minors through age 23. Just the pitching, presumably, was enough to make him the 98th-best prospect in baseball entering the 2007 season, according to Baseball America (he didn’t make our list). Owings’ bat was a bonus.
That period lasted for a year or so after the point at which Owings appeared on most of our radars. In 2007, the year when he won a starting job in spring training, his comment in the annual alluded to his offense only at the end, after three sentences about stuff that made scouts drool:
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February 1, 2013 9:34 am
Overthinking It: If I Had My Brothers |
Surprise: the Upton-inspired brothers-helping-brothers theory has some support in the numbers.
B.J. and Justin Upton are brothers. They’re also both Braves, thanks to the November signing that brought B.J. to Atlanta and the trade last week in which Justin joined him. As one would expect, the Uptons are excited about the opportunity to be big-league teammates, which they’ve been hoping to have for years. Here are some quotes from a couple of the many stories written about the Uptons in the wake of the trade:
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