Posts tagged ‘games’

The Power of Metrics and Expectations

This is my first and probably last baseball post - read this blog if you want more baseball.

I am fascinated with the psychology of the closer position.  Some background:  The best baseball pitchers start games, and on average get through about 6 innings of 9.  The baseball manager's job is to stitch together a number of less talented pitchers to cover the 7th, 8th and 9th innings.  One would expect that the manager would flexibly match pitcher skills against the lineup he is facing.  For example, if the most dangerous batters for the opposing team are scheduled up in the 8th inning, he might send in his best relief pitcher in that inning.  One would not expect to see any particular emphasis on one inning or another:  after all, a game lost in the 7th counts the same as a game lost in the 9th.

This, however, is not how most managers operate.  Most managers have one very highly paid and more talented relief pitcher they call the "closer" that they pitch solely in the 9th inning.  Why?  Why is the 9th more important and deserving of a valuable player than the 8th?

The answer is part baseball conventional wisdom, which is as strong as in any old-line industry.  However, the other part of the explanation must lie in metrics.  If a manager loses a game in the 7th, it is just a loss.  If a manager loses a game in the 9th, the game was "blown".  Newspapers and talk shows keep and publish stats on games blown in the 9th, but not games lost in the 7th and 8th.  Games lost in the 9th are in a sense portrayed as more of a management failure than games lost in the 7th, and this is made worse by the fact that a game lost in the 9th is somehow more psychologically devastating for fans and media.  Managers are not dumb - recognizing that they get dinged on their performance rating more for a game lost in the 9th than the 8th, they have invented the closer role.  General managers take a disproportionately large part of their salary budget for relief pitching and dedicate it to this closer role.

A guy named Theo Epstein a couple of years ago, as a general manager, challenged this conventional wisdom.  He observed that more games were lost in the 7th and the 8th than the 9th, so hypothesized that relief pitching emphasis and salary dollars should be spread more evenly across the three innings.  One of his consultants was the famous Bill James, who has challenged baseball conventional wisdom with facts for years.  Epstein was roundly criticized by media and local fans alike for his "Closer by Committee" approach.  Eventually he was forgiven, when in the following year he brought his town its first world championship in 86 years.

For more on this and similar baseball topics, the book Moneyball is fabulous, and tells this story of the clash of fact-based analysis and baseball conventional wisdom, in a way that might be familiar to change agents in any number of Fortune 500 companies.

Alice Cooper

Arthur Cherenkoff and Glenn Reynolds seemed surprised that aging shock-rocker Alice Cooper had some sensible opinions on foreign policy issues.  Those of us who live in the Phoenix area, however, are not.  Oddly enough, Alice Cooper has become something of an elder statesman in Phoenix, keeping a fairly high profile leading various community and charity events.  Its a little odd living in a town where your most visible community leaders include Alice Cooper and Charles Barkley, especially given the area's attraction to many of the rich and famous as a retirement location, but it seems to work.

One story that comes to mind:  Alice Cooper is a regular at Suns games.  A couple of years ago, my company had some nice season tickets just a few rows up from Mr. Cooper, who had seats in the first row on an aisle.  Just about every game I attended, at least one pair of guys would come down the steps, kneel on the floor next to Alice's seat, and bow down saying "We're not worthy" ala Wayne's World and then head back up the aisle without another word.  Always made me laugh.

There Goes My Sleep

Civilization IV is coming.  This is mixed news.  I am excited about the game, but the previous offerings in this series, as well as related Sid Meier games Alpha Centauri and Master of Orion, have probably been the greatest threats to my productivity, my sleep, and my marriage I have ever encountered. Hat tip to Jane Gault.

Pulled out My C64 The Other Day...

I pulled out my old Commodore 64 the other day and played a bunch of fine old games including Raid on Bungling Bay, Choplifter, and M.U.L.E.  All were fun, even if their graphics do not stand up to the test of time.  In particular, M.U.L.E. is a fabulous game and it amazes me nothing like it has ever been produced since.

Spending Christmas Day Doing Tech Support

Merry Christmas, and I hope everyone is having a happy version of whatever holiday they celebrate. 

Around our house, I am always the tech support guy, fixing issues ranging from computers to hitting all the right buttons on the home theater.  Because my wife has a Mac and I and my kids use a PC, just trying to keep everyone playing nice over the home network is hard enough (god, this is starting to sound like a Chaos Manner column).  Usually, this duty is spread pretty evenly through the year, but on Christmas day, our household has an influx of technology that often needs support.

Yesterday was no exception.  First, with the arrival of yet another new mini iPod, this one for my son, a new user partition had to be created on my wife's Mac.  Later in the day I was back on the Mac, helping my son when iTunes inevitable Christmas Day server overload caused him to have a few songs disappear on him during download.  In between, I was on the PC helping my daughter with Zoo Tycoon 2, given to her because Santa knows that she loved the first version. 

Finally, towards the end of the day, I was helping my son with his Star Wars Battlefront game install.  Unfortunately, the install code on the back of the CD box did not work, so with my son panicking when I told him he would have to wait 2 WHOLE DAYS for the the tech support people to come into the office, I swallowed my scruples and went to one of the pirate sites that publish registration codes for games and successfully used one of those to get the game started.  Unfortunately, those sites slam you with pirate-ware, so first I had to fire up my backup computer I use for such grossly unsafe surfing.

Whew.  I can relax now, everything is up and running.  Imagine my relief this morning when my kids wanted to play something low tech - Yahtzee.

This is Even Worse than Publicly Funded Stadiums

I have written a number of times about how I hate public funding of sports stadiums for billionaires.  But, via the Arizona Republic, this is perhaps worse:

Mired in debt, the Insight Bowl is considering leaving downtown Phoenix's Bank One Ballpark unless the postseason college football game receives a public subsidy.

Great - using tax money to fund random college bowl games.  And where does the money go - most of the money does to the participant teams and their conferences which this year are Notre Dame and Oregon State.  Why does Arizona need to subsidize the State of Oregon's athletic programs.  And Notre Dame?  They have one of the largest endowments in the country.  Neither of these teams have any connection to Phoenix or Arizona.

OK, I am being purposefully naive.  The money may go directly to the teams, but the purpose of the subsidy is to get those teams' fans to come to Arizona on the week between Christmas and New Years and buy hotel rooms.  In fact, it is an indirect subsidy of the lodging industry.

Why does the lodging industry have so much power in Phoenix?  People come here anyway, because it is warm - our climate is the best advertising.  And during the week between Christmas and New Years all the hotels are probably full anyway - certainly their rates are the highest of the year, as I have found when family have come to town that week.  And don't even get me started on tax money for this.

If the lodging industry values this stuff, let them pay for it via one of their trade groups.  The city of Phoenix does not advertise my business.  In fact, it does not advertise most of the businesses in town.  Why is lodging the exception?

Week 14 Football Outsider Rankings

Football Outsiders has their week 14 football rankings up here.  Previously, I explained why I like Football Outsiders here.

The top 4 or 5 teams stay the same, though NE moves to the top, where they belong.  The amount the Philly ranking depends on special teams is still a concern, but no other team in the NFC even cracks the top 10, so Philly's route to the Superbowl looks pretty greased.  Note that while Rothlesberger gets the press, its the Pittsburgh defense that is doing the heavy lifting, moving to #1 in the league, ahead of even Baltimore. 

The underachiever award definitely goes to KC, which is apparently doing well on a play by play basis but can't win games.  Conversely, the overachieving goes to Atlanta, which falls in the middle of the rankings but is 10-3.

The Heisman Trophy Charade

This weekend, another Heisman Trophy will be awarded, nominally for the "most outstanding college football player".  This is a joke.  The Heisman is in fact the award for "best college football player at an offensive skill position, preferably running back or quarterback, who plays for a nationally ranked program and has gotten plenty of TV exposure".

In the nearly 70 year history of the award, only 1 defensive player (Charles Woodson) ever won the award, and I think Woodson won only because he was a three-way player and scored a couple of dramatic special teams and receiving touchdowns in the last couple of games of the season.  In fact, of the nearly 350 finalists (the top five vote getters each year) only 20 have ever been defensive players.  In the ESPN highlight era (ie the last decade) no defensive player other than Woodson has cracked the top five in any year.  This belies the "best college football player" facade, since, last I checked, defense was about half the football game, and in many cases the more important half.  Heck, more Princeton and Yale players have won the Heisman (3) than defensive players (1).  And don't even ask about Offensive linemen or tight ends.  Even wide receiver is a bit iffy, with only two wins, so really you need to be a quarterback or a running back.

Week 9 Football Outsiders is Up

Previously, I explained why I like Football Outsiders here. Their week 9 statistical rankings of teams is here.

Miami still can't nail down that bottom spot. San Francisco and the Raiders both have fallen below the Fish (so much for Bay Area football). Miami has the worst offense in the league by a HUGE margin, but its defense keeps it off the bottom, as it probably should:  A good defense will win you a few games, no matter how bad the offense is.  My Arizona Cardinals continue to fall, down to their rightful place in the bottom quartile, despite having a pretty good defense. At the top, Pittsburgh, New England and Philly are threatening to run away and hide, which just goes to show that every once in a while, BCS notwithstanding, computers and common sense can converge.