Florida Marlins' pitcher Ricky Nolasco recorded nine straight strikeouts against the Atlanta Braves tonight, in a 5-4 Florida win. According to the linked game article:
Nolasco's nine consecutive strikeouts in one game were one short of the big league record set by Hall of Famer Tom Seaver for the New York Mets on April 22, 1970, against San Diego.
Analyzing Sports Streakiness with Texas Tech Professor Alan Reifman........................................................................
Wednesday, September 30, 2009
Tuesday, September 29, 2009
The Minnesota Twins' recent hot play has gotten them back into contention for the American League Central Division title. In a crucial double-header today against the first-place Detroit Tigers, Minnesota got within one game of first by taking the opener, but then fell in the nightcap to restore the Tigers' two-game lead.
Floundering with a 70-72 record after a September 12 loss to Oakland, Minnesota put together a stretch of winning 11 out of 12 games (Twins game-by-game log). Detroit also helped make the race competitive by losing 9 of 12 in mid-September (Tigers' log).
Floundering with a 70-72 record after a September 12 loss to Oakland, Minnesota put together a stretch of winning 11 out of 12 games (Twins game-by-game log). Detroit also helped make the race competitive by losing 9 of 12 in mid-September (Tigers' log).
Sunday, September 27, 2009
Lions win! Lions win!
Detroit ended its 19-game NFL losing streak today, by knocking off Washington 19-14.
Detroit ended its 19-game NFL losing streak today, by knocking off Washington 19-14.
Monday, September 21, 2009
Veteran quarterback Kurt Warner set a new NFL record for completion percentage yesterday, hitting on 24 of 26 passes (92.3%). In doing so, he led the Arizona Cardinals to a 31-17 win over Jacksonville.
Thursday, September 03, 2009
I was watching some ESPN baseball highlights Tuesday night and saw a special focus on Rangers' phenom Neftali Feliz throwing 12 straight strikes in one inning. I have annotated the strikes in ESPN.com's pitch-by-pitch record below (on which you can click to enlarge). Such "micro-level" data can be obtained by going to the game article, selecting play-by-play, and then pitch-by-pitch.

A streak of consecutive strikes is an interesting one. Most major-league pitchers presumably could throw pitches in the strike-zone for an indefinitely long time. The problem, however, is that hitters would likely figure out what's going on and start driving the ball. Hence, pitchers often purposely throw pitches out of the zone (especially when the pitcher is ahead in the count) to get batters to "chase" a ball away from the prime hitting area. It says something about Feliz's ability (thus far at least) to vary the speed and trajectory of his pitches, all while keeping them in the strike zone, so that batters can't take advantage of the pitches' being in a relative consistent location.
Feliz's spectacular inning Tuesday night is part and parcel of his successful arrival in the big leagues. Quoting from the aforementioned game article:
Feliz has 26 strikeouts and one walk in 11 appearances spanning 19 2/3 innings since being promoted to the majors Aug. 2. The 21-year-old right-hander had a major league-best 0.51 ERA in August before lowering his career mark to 0.46 on the first day of September.

A streak of consecutive strikes is an interesting one. Most major-league pitchers presumably could throw pitches in the strike-zone for an indefinitely long time. The problem, however, is that hitters would likely figure out what's going on and start driving the ball. Hence, pitchers often purposely throw pitches out of the zone (especially when the pitcher is ahead in the count) to get batters to "chase" a ball away from the prime hitting area. It says something about Feliz's ability (thus far at least) to vary the speed and trajectory of his pitches, all while keeping them in the strike zone, so that batters can't take advantage of the pitches' being in a relative consistent location.
Feliz's spectacular inning Tuesday night is part and parcel of his successful arrival in the big leagues. Quoting from the aforementioned game article:
Feliz has 26 strikeouts and one walk in 11 appearances spanning 19 2/3 innings since being promoted to the majors Aug. 2. The 21-year-old right-hander had a major league-best 0.51 ERA in August before lowering his career mark to 0.46 on the first day of September.
Friday, August 28, 2009
A former student of mine, Julie Salinas, just sent me a link to a New York Times piece on "Statistical Slumps."
Thursday, August 20, 2009
Monday, August 17, 2009
This posting is not about hot hands, but rather about hot feet. It's also not so much about streaks, but simply the magnitude of a performance. What I'm talking about is the world record 9.58 seconds run in the men's 100 meters yesterday by Jamaica's Usain Bolt at the World Championships in Berlin, Germany. As shown below, Bolt has been lowering the world record quite dramatically, in an event where the record used to come down incrementally, often one-hundredth of a second at a time (you can click on the chart to enlarge it).

As you'll recall, Bolt set the previous record at last year's Olympic Games despite slowing down at the end. Yesterday's performance gives us a better idea of what Bolt is capable of when he runs hard the whole way.

As you'll recall, Bolt set the previous record at last year's Olympic Games despite slowing down at the end. Yesterday's performance gives us a better idea of what Bolt is capable of when he runs hard the whole way.
Sunday, August 16, 2009
Tiger Woods had one of his major streaks broken today at the PGA golf championship, at the hands of Y.E. Yang. As described in this ESPN.com article:
Woods was 14-0 when he went into the final round of a major atop the leaderboard. He had not lost any tournament around the world in nine years when leading by two shots.
None of that mattered to Yang, a 37-year-old South Korean who hit the shots everyone expected from Woods. Leading by one on the final hole, Yang slayed golf's giant with a hybrid 3-iron that cleared the bunker and settled 12 feet from the cup.
Yang made the birdie putt and shouted with joy as he pumped his fist. That gave him a 2-under 70, and a three-shot victory when Woods missed yet another short par putt and shot 75.
Woods was 14-0 when he went into the final round of a major atop the leaderboard. He had not lost any tournament around the world in nine years when leading by two shots.
None of that mattered to Yang, a 37-year-old South Korean who hit the shots everyone expected from Woods. Leading by one on the final hole, Yang slayed golf's giant with a hybrid 3-iron that cleared the bunker and settled 12 feet from the cup.
Yang made the birdie putt and shouted with joy as he pumped his fist. That gave him a 2-under 70, and a three-shot victory when Woods missed yet another short par putt and shot 75.
Thursday, August 06, 2009
A week ago, I traveled to Washington, DC to attend the annual convention of the Society for American Baseball Research (SABR). A highlight was the local area former players' session, with Frank Howard (representing the old Washington Senators) and Rick Dempsey (representing the nearby Baltimore Orioles). With moderator George Michael of "Sports Machine" television fame leading the way, the players provided a lively and thoughtful discussion.

Howard is 6-foot-7, so I wanted to get a picture of him standing up, to dramatize his height. Also, my family is from Los Angeles and Howard played for the Dodgers from 1958-1964; with my 1962 birth year, I would have no recollection of that era, but my father would.
As a prototypical power-hitter for much of his career (until he learned to become more selective and raised his walk totals), Howard could experience both extreme hotness and coldness. On the positive side, between May 12-18, 1968, Howard hit 10 home runs in six games.
On the negative side, however, Howard once struck out seven times in a doubleheader, a record he shares with a few other players. (Howard told the story a little differently at the SABR session, saying that he struck out six straight times and then hit into a double play, thus producing eight outs in seven at-bats. Retrosheet's archived box scores of the games apparently in question -- Game 1 and Game 2 -- do not support this version, however.)
When I mentioned seeing Frank Howard speak at the SABR conference to my dad, he told me that he had seen Howard play basketball for Ohio State against UCLA in Los Angeles way back when. Since I was now in the habit of looking things up, I searched the library website at my home university for documentary evidence of Howard playing a college basketball game in L.A. Here are some brief excerpts of what I found...

When all was said and done, I learned a lot about Frank Howard, namely his highs and lows in the batter's box, and that he had played college basketball. It seems that he was capable of noteworthy performances in either sport, although whether they were beyond chance variation, I don't know.

Howard is 6-foot-7, so I wanted to get a picture of him standing up, to dramatize his height. Also, my family is from Los Angeles and Howard played for the Dodgers from 1958-1964; with my 1962 birth year, I would have no recollection of that era, but my father would.
As a prototypical power-hitter for much of his career (until he learned to become more selective and raised his walk totals), Howard could experience both extreme hotness and coldness. On the positive side, between May 12-18, 1968, Howard hit 10 home runs in six games.
On the negative side, however, Howard once struck out seven times in a doubleheader, a record he shares with a few other players. (Howard told the story a little differently at the SABR session, saying that he struck out six straight times and then hit into a double play, thus producing eight outs in seven at-bats. Retrosheet's archived box scores of the games apparently in question -- Game 1 and Game 2 -- do not support this version, however.)
When I mentioned seeing Frank Howard speak at the SABR conference to my dad, he told me that he had seen Howard play basketball for Ohio State against UCLA in Los Angeles way back when. Since I was now in the habit of looking things up, I searched the library website at my home university for documentary evidence of Howard playing a college basketball game in L.A. Here are some brief excerpts of what I found...

When all was said and done, I learned a lot about Frank Howard, namely his highs and lows in the batter's box, and that he had played college basketball. It seems that he was capable of noteworthy performances in either sport, although whether they were beyond chance variation, I don't know.
Tuesday, July 28, 2009
Fresh off of a perfect game in his last outing, Chicago White Sox pitcher Mark Buehrle came out smoking tonight against the Minnesota Twins. As described in this game article, Buehrle "retired the first 17 batters on Tuesday night to set a record with 45 outs in a row" (the 17 batters from tonight were added to the 27 from the perfect game and the last batter from the start before that). Once Buehrle got the record, however, Minnesota batters started to get to him, leaving Buehrle as the losing pitcher in a 5-3 Twins win. As one of the commentators on ESPN's Baseball Tonight just noted, the previous record for consecutive batters retired was shared at 41 by Buehrle's White Sox teammate, Bobby Jenks.
Saturday, July 25, 2009
Golfer Mark Calcavecchia earlier today birdied nine straight holes (the third through eleventh) to set a new PGA record. Such a record reflects not only great putting, but also great shooting at all stages to put oneself in position to have makeable birdie opportunities. Quoting from the above-linked New York Times article, "[Calcavecchia's] nine birdie putts were from 12 feet or closer." Even if all putts were from standard length, however, they'd still be more difficult than, say, free-throw shooting in basketball. Whereas a hoop is a hoop, golf greens have subtle curvatures, which require players and their caddies to develop an ability to "read the break."
Thursday, July 23, 2009
Mark Buehrle of the Chicago White Sox just minutes ago pitched a perfect game against the Tampa Bay Rays. A perfect game is the ultimate in hot pitching, as it requires a pitcher to retire each and every opposing batter. Beyond pitching a no-hitter (which Buehrle had already done once in his career and which I analyzed here), the pitcher of a perfect game also allows no walks, hits no batters, has his fielders (and himself) commit no errors, etc. Buehrle's is just the 18th perfect game in major-league history.
Saturday, July 11, 2009
Jamie McOwen, a Single-A minor-league baseball player, put together a 45-game hitting streak, which ended last night. For those not familiar with the levels of play in professional baseball, in order of increasing skill level, there's A, AA, AAA, and ultimately the major leagues.
Monday, July 06, 2009
As I watched yesterday's dramatic men's Wimbledon singles final -- won by Roger Federer over Andy Roddick 16-14 in the fifth set for Federer's record 15th Grand Slam singles title -- the key factor that stood out to me was Roddick's consistency in getting his first serves in. Roddick bested Federer in first-serve percentage, 70-64, which contributed to Federer's complete inability to break Roddick's serve -- until the very last game of the match. Some interesting serve-placement graphics are available here.
Sunday, June 21, 2009
The Colorado Rockies won again today, 5-4 over Pittsburgh, giving the Denver-based franchise 16 wins in its last 17 games (game-by-game log). The spurt started about a week after Colorado fired manager Clint Hurdle and replaced him with Jim Tracy. As a managerial firing would suggest, the Rockies got off to a terrible start this season. From April 11-25, the team dropped 10 out of 12. As a further indication of how poorly the Rockies started the season, even with all their recent success they still trail the first-place L.A. Dodgers in the National League West by 9.5 games!
Sunday, June 07, 2009
Kayla Braud of Eugene, Oregon finished her high-school softball career by getting a hit in 103 straight games. Even if, as is probably the case, her talent level is way above that of the pitchers she faced, you figure walks or a lucky catch by the opposition somewhere along the line would have ended her streak! (article, video).
Saturday, June 06, 2009
Friday, June 05, 2009
Seattle Mariner outfielder Ichiro Suzuki has now gotten a hit in 27 straight games, heading into tonight's action (Twins at Mariners). Though far away, to be sure, from Joe DiMaggio's record 56-game hitting streak, Ichiro is considered by some writers to be among the major-leaguers most capable of going on a long streak. For one thing, he's gone on several streaks of 20-or-more games during his career. Further, he rarely walks, which maximizes the number of official at-bats (and thus chances to extend the streak) he gets in each game. With amazing regularity, Ichiro has been drawing almost exactly 50 walks per season in recent years. This article from a few days ago (when Ichiro's streak was at 25 games) provides additional background.
Wednesday, June 03, 2009
Today is the 20th anniversary of a 22-inning game between the Los Angeles Dodgers and Houston Astros (box score). Houston ultimately won, 5-4. From a streakiness perspective, the thing I've always remembered about this game is L.A.'s John Shelby going 0-for-10.
Looking at Shelby's career statistics, he clearly had a bad year with the bat in 1989, hitting only .183. (63-for-345). A .183 batting average translates into a .817 (i.e., 1 - . 183) failure rate on each at-bat. Raising .817 to the 10th power, for the probability of 10 successive failures (assuming independence of events), yields .133 as the likelihood of Shelby's going 0-for-10. We have not, of course, taken into account the quality of the opposing pitchers or any other factors, so this will have to be a rough estimate.
A 13% chance of Shelby going 0-for-10 is not astronomically small by any means. It's still fairly rare, however. The following figure shows Shelby's probabilities of getting 0, 1, 2, 3, etc., hits out of 10 at-bats. Not surprisingly, the likeliest scenarios were for him to get 1 or 2 hits. For the probability of 1 hit (and 9 failures), for example, we would take .817 to the 9th power, then multiply the result by .183, thus yielding .0297. There are 10 different ways to get exactly 1 hit out of 10 (i.e., in the first at-bat, or in the second, ... , or in the 10th), so we multiply .0297 X 10, yielding .297 (which is shown in the figure).

Shelby also had a higher probability of getting 3 hits in the game than 0 hits, but the chances start tailing off once we get to 4 hits. The above probabilities were obtained from the Vassar Binomial Calculator.
Looking at Shelby's career statistics, he clearly had a bad year with the bat in 1989, hitting only .183. (63-for-345). A .183 batting average translates into a .817 (i.e., 1 - . 183) failure rate on each at-bat. Raising .817 to the 10th power, for the probability of 10 successive failures (assuming independence of events), yields .133 as the likelihood of Shelby's going 0-for-10. We have not, of course, taken into account the quality of the opposing pitchers or any other factors, so this will have to be a rough estimate.
A 13% chance of Shelby going 0-for-10 is not astronomically small by any means. It's still fairly rare, however. The following figure shows Shelby's probabilities of getting 0, 1, 2, 3, etc., hits out of 10 at-bats. Not surprisingly, the likeliest scenarios were for him to get 1 or 2 hits. For the probability of 1 hit (and 9 failures), for example, we would take .817 to the 9th power, then multiply the result by .183, thus yielding .0297. There are 10 different ways to get exactly 1 hit out of 10 (i.e., in the first at-bat, or in the second, ... , or in the 10th), so we multiply .0297 X 10, yielding .297 (which is shown in the figure).

Shelby also had a higher probability of getting 3 hits in the game than 0 hits, but the chances start tailing off once we get to 4 hits. The above probabilities were obtained from the Vassar Binomial Calculator.
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