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Showing posts with label Hawaii. Show all posts
Showing posts with label Hawaii. Show all posts

Saturday, August 29, 2009

The Myth of Home Field Advantage

Complete Home Field Advantage Statistics

About a year ago, in my most widely read and discussed post to date, I detailed the hard facts of home field advantage. I showed that it was small, isolated stadiums that gave their teams the most boost on the scoreboard and not the rocking behemoths that we love so much. But some people just couldn't handle the truth. I now return to the topic to show how I was right and they were wrong (so suck it Trebek) . . . but also how I was wrong and they were right, as Yoda would say, from a certain point of view.

First, we need to cover some facts. Since 1994, when playing FBS opponents, home teams have won 60% of the time and have outscored their opponents by an average of about 10.5 points. In part, this is because lesser programs often take paychecks to travel and play bigger programs, home teams are more often better teams and therefore win more often.

Home field advantage, though, is very real. On average, home field advantage is about 3.5 points. Specifically, from 1994 to 2008 it was 3.500949. In other words, the home team could expect to do 3.5 points better on average playing at home than at a neutral site against the same team. There is a 7 point swing between playing at home versus playing at someone else's home-exactly 2/3 of the average margin of victory for home teams (10.5). The other 1/3 is because Louisiana-Monroe goes to Alabama and not vice-versa (oh, wait, bad example--suck it Saban).

To understand HFA, we first look at the point differentials (PD) or the difference in the average margin of victory at home versus on the road. Again, this is not my opinion, this is data. Over this period, Arkansas State has lost home games by an average of 1 point, but they have lost road games by an average of 20 for a differential of 19. The highest ranked BCS team is Texas A&M at 10, and there are only 7 in the top 25.

This, of course, does not actually measure HFA because it does not account for the strength of schedule. For example, Arkansas State's average home opponent was about 12.4 points worse than its average road opponent, so when we take that into account we see that Arkansas State had a 6.8 point HFA, or 13th best in the country.

After accounting for strength of schedule, Boise State and Hawaii come out on top. Oklahoma State is at 4, Texas A&M and Texas Tech at 8 and 9. Beaver Stadium comes in just a hair below Arkansas State at 14. You have to go to 39 with Florida before you find an SEC team.

These are facts-hard, undeniable facts--but there is more to football than point margins. Arkansas State has a real home field advantage, but getting less plastered at home is not anything to write home about.

So I decided to measure HFA as the oomph that helps a team win at home when they would lose on the road. This measure is a bit more technical, but the results are also a bit more satisfying. Interpreting the numbers is just about impossible, but the most important thing to remember is that teams with a larger number have been able to win more games at home that they would have lost on the road than are teams with smaller numbers.

Texas Tech is number 1, as Longhorn fans know all too well. Texas is 12, which might come in handy when they are looking for revenge against the Red Raiders this year. Florida State is at 3, showing the superiority of the tomahawk chop over the gator chomp, which comes in at 14. Despite the long home winning streak at Kyle Field in the 90's, Texas A&M drops to 26.

In summary, home field advantage means different things at different times. It helps almost all teams put more points on the board than their opponents (with the exception of Navy), and this characteristics of home field advantage seems to have less to do with big stadiums and raucous crowds than we might think. On the other hand, home field advantage helps some teams win when they might otherwise have lost. It might not show up in gaudy numbers, but Nebraska is able to win games in Lincoln that they would have lost somewhere else. And at the end of the day, that's what really matters. And Georgia plays better and is more likely to win on the road-go figure.

Saturday, January 3, 2009

Time for a Change-the MWC and the BCS

I asked at the beginning of the year how many wins the MWC could pull off against BCS conference teams. The answer was 9. They finished 9-5 against the BCS with wins over almost every team in the Pac-10 and traditional powerhouses Michigan and Alabama. And San Diego State, easily the worst team in the conference, almost pulled out a W against the Domers.

If we include Boise State (and the Mountain West should be working hard to net Boise as its 10th team), the MWC+Boise State would have wins over every team in the Pac-10 except Washington State (lack of opportunity), Cal (the only Pac-10 team to pull out a regular season victory against the Mountain West), and USC (lack of opportunity?).

And we should note that Utah beat Alabama not with trick plays or 8 Alabama turnovers, but because they were honestly the better team. All but 3 of Alabama's points came off Utah mistakes. Alabama's offense looked like, well, an SEC offense, racking up 200 yards while giving up 8 sacks. Utah moved the ball in the air and on the ground, picking up first downs from the wildcat formation late in the game. Utah was every bit as athletic as Alabama.

And why is this all important--because Utah won their conference by the hair on their chinny-chin-chins. They cashed in on some powerful karma against both TCU and BYU. The MWC was very good this year,

and that wasn't a fluke.

TCU is structurally advantaged compared to, say, Texas Tech. It's not a big school, but it's in the heart of the most dense football talent in the country, and they have been playing football well for quite some time. The true loyalists might be few in number, but they are rabid about their team (see Miami).

BYU can recruit nationally (and internationally). It is a large school with large numbers in attendance at the games-better than any team in the Big East. The Cougars won a title 25 years ago (more recently than just about every team in any of the major conferences). It has a long, strong tradition of potent offenses that quarterbacks and possession recievers want to be a part of and can now draw in Tongans/Samoans (who, except for Manti Te'o, seem to be criminally ignored by the major recruiting services) using the Mormon connection.

Utah draws on the same Tongan/Samoan population and many of the top notch athletes in the region that are not interested in the lifestyle at BYU. They, like BYU, can also nip players from California. Utah, along with BYU and TCU, have sent many notable athletes to the NFL.

Conclusion-the top three teams of the MWC are more legitimate than the top three teams of the Big East. The bottom six of the MWC are every bit as legitimate as the rest of the Big East. There is no rational explanation why the Big East has an automatic spot and the MWC does not.

I propose two solutions. First, the MWC should steal Boise State. Boise State has been succesful everywhere, regardless of the coach and despite the Mickey Mouse field, and they have a BCS bowl win. That top four has been as successful as the top four in any other conference over the last few years. The MWC could then demand inclusion in the BCS.

Second, the MWC champ and the WAC champ play for the bi-conference championship and an automatic spot in the BCS. I have been championing this idea for years. The conferences do not now have championship games, and there is a natural rivalry between the two. If this had been in practice last year, BYU and not Hawaii would have played Georgia and we would have had a better game. If this had been in practice this year, and Utah had beat Boise State, they would have as legitimate a claim as anyone else to the national championship.

Saturday, July 26, 2008

Home Field Advantage - Stage 2

New home field advantage post

Your aren’t going to like this.

I don’t like this and I wrote it. In my mind, it attacks the very foundation of the game I love so much. But I’m filled with a sense of academic integrity to report on my findings, even if I don’t like my findings. So bear with me and read with an open mind.

Home field advantage is very real. We can all agree on that. The professional athletes in professional sports, the older, hardened men and women of athletics, are influenced by the venue in which they play. In college football, with huge stadiums looming over young kids playing an emotional game, the effect is magnified. This, for the college football fan, is what college football is all about. This is why 75% of the ACC sucks.

But what creates home field advantage? The screaming fan likes to believe that his perturbation of air molecules, along with the butterfly in China, prevented an opponent’s audible on third and long or inspired the corner to make that extra effort and break up the pass. Or maybe his prayer was so heartfelt and sincere that God couldn’t resist interceding on his behalf.

Those with experience in the game also have felt the affect of riding long hours on a bus or plane and dressing in a pink locker room, just a little dehydrated, just a little tighter than usual, just a little distracted by an unfamiliar environment.

One goal of mine since establishing this blog was to quantify home field advantage. Early on, I found consistently that home field advantage across the country in college football was worth about 3 to 3.5 points. But how does that vary by team?

When I started, I was hoping to produce a list like this one offered up by a wizened reader:

1. LSU
2. Florida
3. Tennessee
4. Oregon
5. Ohio State
6. Penn State
7: Auburn
8. Washington
9. Clemson
10. Wisconsin

With a few minor changes to match my own biases (e.g. my personal opinion of ACC football). But I had to do this statistically, objectively, and reproducibly.

For my purposes here, home field advantage is defined as the opponent adjusted differential between home and road performance. A good home field environment can also work in other ways—it aids recruiting, it inspires future and current boosters to open their check books, it fills the athletes with a sense of pride and respect for their program that improves the work in practices, etc—but I’m not concerning myself with these for now. This analysis looks exclusively at the difference between how a team performs at home and how it performs on the road.

With that in mind, I think it is also important to establish that an “advantage” in college football that doesn’t show up on the scoreboard is not really an advantage. Sure, it might be fun to hold out your arms and slap them together like a giant reptile with 75,000 other people, but if it doesn’t show up on the scoreboard its just entertainment, it's not an advantage.

Using all games since 1987 as my sample, after controlling for the strength of the team and its competition and removing teams with an insufficient representation, I found that almost every team in the country has experienced a home field advantage (with the notable exception of Navy which apparently plays better in the more liberal environments outside of Annapolis).

The teams on the list above do not fare well. Tigers in cages, stadiums that seat small metropolises, and a thousand combined years of tradition aside, LSU comes in behind La-La and Louisiana Tech, Ohio State behind Ohio and Kent State, and Penn State eeks out an extra .2 points at home than Pitt in their oversized, undermanned condiment stadium.

Instead, coming in at number 1, and with little doubt, are the Rainbow Warriors. The distance a team must travel to play Hawaii (and Hawaii must, in turn, cover to play anyone else) seems to be the most important home field advantage in college football-because it definitely it's not the intimidating environment of Aloha Stadium.

After that, the list seems rather random. Blue fields are apparently difficult to adjust to. And instead of Oregon cracking the top 10, Oregon State takes a proud spot at number 3.

These results disturbed me, so I went in search of an explanation. I tried to looking at conference games (and all games in weeks 5-12 for independents) in an effort to control the sample bit, but the list looks similar-- still dominated by the WAC.

I next thought that I might find something in close games (final point margin was 7 or less), where the crowd has the most effect. Instead, I found that home field advantage almost disappears completely. This, I thought, was the most condemning evidence of them all.

(Click to see a larger version)

For completeness, I've also included 95% confidence intervals. This means that you can be 95% confident that the real value of the team's home field advantage lies somewhere in that range.

My first, second, third, … , and tenth reactions to all these results were that there must be something wrong with my analysis, something wrong with the data, something wrong with my computer, my statistical package, the interaction of electrons on the atomic level or the universe as a whole. NO WAY does No. Illinois get more of an advantage at home than every team in the country with a stadium that seats more than 80,000. I’ve been at those games, and yelled for my team and I know in the depth of my soul that I had an impact—but apparently I, we, were just a little delusional. The reason my team wins at home is because the opposing team had to eat something different for their pregame meal, left their lucky socks at home, spent too many hours commuting and then couldn’t find the restrooms once they arrived.

But go and yell your heads off anyways, pace in the living room, curse, swear, pray, and curse some more and refuse to change your underwear if you think it helps. That’s the Atlas of college football.

P.S. I have two more ideas that will take me a little longer to apply but may interest the engaged fan. I'm going to control for the field surface and the distance traveled to see what results that gives me, but it will take me a little while to organize all the data and design the analysis, but stay tuned.

Tuesday, November 20, 2007

Week 13 Picks

Table: Week 13 Picks and Odds

Supporters of the BCS system should be pleased. This season has turned itself into a natural tournament. LSU, Missouri and Kansas are in the quarterfinals. West Virginia is the champion of the losers bracket and Oregon and Ohio State are ready to take their spot if they falter. Ironically, in a season that has lacked dominant teams the BCS system might succeed in identifying two consensus national championship contenders. Or it might not.

We start with the Big 12.

Game 1. Kansas vs. Missouri (neutral site)
I don't this game was marked on many calenders outside of Lawrence and Columbia, but it is now the most important game of rivalry weekend. Kansas has made a name for itself by playing tough defense (12th in the nation by my rankings in run and pass def. efficiency) and mistake free offense. Missouri has play makers, two of which (Chase Daniel and Jeremy Maclin) are becoming household names. The two teams have had success by making the most of less talent and being consistent. Missouri is hoping to get a rematch against Oklahoma and a birth in the national championship game (consecutive wins over Kansas and Oklahoma should boost them over WVU), but the Matrix gives them only a 37% chance of winning this game and the Big 12 North

The Matrix - Kansas by 2.6, 53% against the line

Game 2. Connecticut @ West Virginia
The surprise here is not that this game matters, but that UConn actually has a chance of winning. Unfortunately, UConn's defense is proportioned differently than Cincy's - they are tough against the pass and soft against the run. A healthy White and resurgent Slaton should have a field day.

The Matrix - WVU by 14.5, 38.8% against the line

Game 3. Arkansas @ LSU
LSU is the better team and Arkansas is quickly becoming headless. But LSU gave up over 400 yards last week against an inferior opponent. McFadden could have a field day - though he won't be as effective without Felix Jones mixing things up.

The Matrix - LSU by 13.4, 53% against the line

Game 4. Tennessee @ Kentucky
If Tennessee loses this game, LSU will have to play Georgia to get into the national championship game. Kentucky needs to win to finish .500 in conference, after a season that started so promisingly. Tennessee will need to run the ball effectively against a weak Kentucky run defense, and then get enough stops to come out on top. These two teams have been inconsistent, and it is impossible to know which version will show up.

The Matrix - Kentucky by 5.2, 55.7 against the line

Game 5. Boise State @ Hawaii
This game is essentially the championship game for the weak of schedule. To their credit, they have won when they needed to and, at times, won by a lot. But offensively and defensively, only Hawaii's pass offense finds itself in the top 25 nationally - beyond that, the two teams are average. The Matrix does not include a "Hawaii is a really long ways away" adjustment factor, so you might want to mentally add 7 points to its estimate

The Matrix - Hawaii by 1.8, 42% against the line

Game 6. Texas @ Texas A&M
This game is somewhat similar to the game last year. If Texas wins they might be playing for the Big 12 title (if Oklahoma State can beat Oklahoma). Texas plays tough run defense - as good as any - and A&M needs to run the ball because they're 94th in pass efficiency. Last year, A&M rushed for over 300 yards and didn't attempt a pass on the 80-yard game winning drive. The last time Texas went to College Station, Stephen McGee almost beat Vince Young in a surprise start.

The Matrix - Texas by 1.9, 40.3% against the line

Game 7. Utah @ BYU
Not nationally important, but it is the Holy War. Few realize it, but Utah's pass defense has been as effective as any - more efficient than the Bayou Bengals. BYU is 12th in the nation in passing yards per game. BYU needs to win this game or next week to clinch another MWC title. The possibility that this game will be half as exciting as last year gives me tingles.

The Matrix - BYU by 3.2, 46.6% against the line

Game 8. Alabama @ Auburn
Alabama is trying to recover from a "catastrophe". They were probably looking forward to this game, and everyone else in Alabama was as well. Auburn has a better team, and I'm still waiting for Saban to perform those promised miracles.

The Matrix - Auburn by 7.7, 55% against the line

It looks like it should be a quality Thanksgiving weekend.

Click Here for Week 13 Picks and Odds

Week 13 Rankings

Click Here for Complete Week 13 Rankings

Before Dennis Dixon went down, I was beginning to believe Oregon just might be the best team in the nation. My own rankings suggested that they had performed at a higher level than any other team in the nation this season. But one bad twist of the knee can shake things up quite bit.

This week I have added a Potential ranking. The Performance ranking that I have used in the past focuses on the score outcomes of games. The Potential rating takes into account a few other factors, foremost of which are total yards and "hardship". Hardship is the difficulty of the match-ups a team faces. For example, Florida's pass defense is barely above average while its run defense is 7th in the nation. Unfortunately for Florida, it has played more teams that are more dependent on the pass than on the run. Consequently, Florida has more potential than game outcomes would suggest - they are 4th by potential and 7th by performance.

The Recent ranking is how well a team has performed recently relative to their average performance. Louisiana-Monroe, for example, has jumped to #4 after the shocker in Tuscaloosa. The rest, I believe, are self-explanatory.

#1?
LSU

The Tigers managed to jump WVU this past week primarily because Pat White fumbled twice the 4th quarter and allowed the game to get closer than it needed to be.

After LSU
2. West Virginia
3. Kansas
4. Ohio State
4. Oregon
6. Missouri

Oregon menos Dixon won't be able to play up to the model's expectations, which should give the edge to Missouri and Ohio State. Missouri, if they are able to beat Kansas and Oklahoma will have enough mustard to jump Ohio State as well.

Potential Rankings:
LSU and West Virginia again are at 1 and 2. Florida jumps up to 4. Missouri also moves up into the #3 spot and Kansas is bumped down to #5.

The worse BCS team - Baylor. The Bears come in a few spots below fellow BCS powerhouses Iowa State, Minnesota, Syracuse and Duke. These teams, Northwestern and Notre Dame have all performed at a lower level than any team in the Mountain West this season.

Win Rating:
In my equivalent of a BCS poll, Kansas takes the #1 spot. Hawaii, after a dismal performance against Nevada - that resulted in a win - moves up 2 spots from last week to 6.

Consistency:
The consistency rating is like a golf score - low numbers are good. Kansas stays at number 1 for another week after they cover for the tenth time this season. The Vandals make a move up, surprising no one with their soft performance. WVU makes a surprise appearance at #4 after their rating was adjusted down a bit from past weeks.

Recent Performance:
Two hyphenated Louisiana squads bust into the top 5. Iowa State, despite losing by 38 to Kansas, is still 3rd - the Matrix predicted them to lose by 40 so they actually broke par in that game.

Offensive Efficiency:
Oregon and Florida have the most efficient run and pass offenses, respectively. Florida (aka Tebow) also makes a good argument for the most efficient offense overall, ranked 13 in run efficiency.

Defensive Efficiency:
LSU's vaunted defense took a big hit this last week and has dropped below USC and Ohio State, easily the two best defenses in the nation. South Carolina can take pride as the nation's most lopsided defense, ranked 5th in pass defense and below average in run defense.

How bad is Minnesota's defense? They have the worst run defense in the nation and the 5th worst pass defense. Overall, only Toledo is less capable of stopping their opponents - bringing shame to the entire Big 10.

For those Aggie fans on the Fire Fran bandwagon, these rankings offer some good evidence of his incompetence. The Wrecking Crew defense of legend is ranked just above Iowa State in run defense and somewhere between UAB and Ohio (not Ohio State, but Ohio) in pass defense. There are also 93 D 1A teams that pass more efficiently than A&M, including Temple and Buffalo.

Click Here for Complete Week 13 Rankings