Improvement, Quantified

Submitted by ikestoys on

[Ed.: as a basis for discussion. IME, the FO-based stats are the best available for reducing noise when you're evaluating how good of a team you've got.]

Hey guys, I don't know about you, but 99% of the conversations I've seen or heard about Rich Rodriguez's future at the University of Michigan hinge on how much each person thinks the team has improved. So obviously, the question is how much have we improved, exactly?

To start off, I'm going to make a few assumptions and attempt to defend them. First, very few people can simply watch the games, watch the highlights and determine if their own team has gotten better. Frankly, we don't know enough about the game on a micro level for our eyeball test to mean anything, not to mention the TV angles don't have large parts of the play, we don't know what play was called, etc.

Secondly, no mere mortal is actually capable of rating teams, especially the mediocre ones. There are around 50 games a week during the season, and while many of us wish we could be superfans, we simply are not capable of watching that many games in any meaningful sense. If you aren't watching the games, what are you basing your eyeball rankings off of?

Because of those two assumptions, the only place we can really look for improvement is found in statistics.

Statistics? @#$@, like math?

Yeah, sorry

Don't they lie or something?

Well, yeah sometimes. There are many different ways to look at football statistically, and frankly, all of them have fairly severe flaws. Football simply has too many intangibles to model mathematically as well as baseball. However, that doesn't mean that all statistical analysis of football is useless, just that you have to be careful not to overstate your case and to look at the data in as many ways as possible. For this diary, we're going to look at three major ways of quantifying football games. The goal is to compare the results and see if we can get some sort of idea of what's going on.

OK so what are these different ways? Didn't Brian post about FEI or something?

The first, and most common, are methods that mostly rely on looking at  who won against who and/or by how much. This is the type of method used by Sagarin, Massey and more. For the BCS formulations, Massey and Sagarin are not allowed to use margin of victory in their calculations. However, when Massey and Sagarin use margin of victory, their models are more accurate.

The second one we'll look at is basically drive analysis. This is FEI, and is best explained by Football Outsiders:

The Fremeau Efficiency Index (FEI) considers each of the nearly 20,000 possessions every season in major college football. All drives are filtered to eliminate first-half clock-kills and end-of-game garbage drives and scores. A scoring rate analysis of the remaining possessions then determines the baseline possession efficiency expectations against which each team is measured. A team is rewarded for playing well against good teams, win or lose, and is punished more severely for playing poorly against bad teams than it is rewarded for playing well against bad teams.

The last one we'll look at is an analysis that uses a play by play analysis. Again, Football Outsiders:

The S&P+ Ratings are a college football ratings system derived from the play-by-play data of all 800+ of a season's FBS college football games (and 140,000+ plays). There are three key components to the S&P+:

  • Success Rate: A common Football Outsiders tool used to measure efficiency by determining whether every play of a given game was successful or not. The terms of success in college football: 50 percent of necessary yardage on first down, 70 percent on second down, and 100 percent on third and fourth down.
  • EqPts Per Play (PPP): An explosiveness measure derived from determining the point value of every yard line (based on the expected number of points an offense could expect to score from that yard line) and, therefore, every play of a given game.
  • Opponent adjustments: Success Rate and PPP combine to form S&P, an OPS-like measure for football. Then eachteam's S&P output for a given category (Rushing/Passing on either Standard Downs or Passing Downs) is compared to the expected output based upon their opponents and their opponents' opponents. This is a schedule-based adjustment designed to reward tougher schedules and punish weaker ones.

The S&P+ figures used in the tables below only look at the plays that took place while a game was deemed "close," or competitive. The criteria for being "close" are as follows: a game within 24 points in the first quarter, with 21 points in the second quarter, and within 16 points in the second half.

OMG Wall of Text! I'm Lost!

Think of it this way, we're looking at the game at three levels: final scores, drives, and plays.

OK that sounds more reasonable. Results?

Remember that a lower ranking is better. The average improvement from 2008 is about 48 places (from 89th to 41st) . Sagarin's BCS formula has the most improvement at 71. FEI (Drive analysis) is the smallest at 31 places.

So what the hell does that mean?

It means that Michigan improved a lot. In 2008, Michigan was ranked in between 68th and 105th. In 2010, Michigan was ranked in between 30th and 53rd. That is a huge leap.

The drive analysis and play by play metrics show the least amount of improvement for Michigan, however, those rankings had Michigan much higher in 2008 than the win/loss metrics.

Now, it's up to you exactly if it's enough to keep Rodriguez, but hopefully now you have a better idea of exactly how much that improvement was. 

Go blue!

Comments

The Harbaughnger

December 1st, 2010 at 10:01 AM ^

The irony of that argument is that by chucking RR too early, it opens the program up to even more uncertainty and possible regression.

I'm not about RR more than the team, but the last thing we want to do is rip out the guts and start over too often...

What's more risky?

Taking a chance on one more year (or two if the '5 years to build a program' thing is considered)?  The situation would basically be the same in a year or two if it doesn't work out.

Or, get rid of RR now because this is 'UNACCEPTABLE' and open your program up to more attrition, more uncertainty, etc.  What if X coach comes in to save the day and doesn't?  Then what?  Do we get to scream about how 'THIS DOESN'T HAPPEN AT MICHIGAN!' for the next 10 years?

I'd roll the dice on RR- if he's a bust, it's the same outcome with a year or two delay.

If not.....look out college football...

SirJack

December 1st, 2010 at 11:51 AM ^

My apologies, I was in a perverse mood. I annoy myself sometimes.

What I was trying to say was that people are going to measure Michigan against the best of the conference. By that measure, if anything this team regressed from 2009 to 2010. The OSU game, for example, was almost as much of a drubbing as the 2008 edition was.

If this weren’t Michigan, if we were Illinois or Northwestern, I think the program would decide that the improvements were good enough to retain the coach. But the expectations are different at Michigan.

The Harbaughnger

December 1st, 2010 at 1:14 PM ^

Sure- the expectations are different at Michigan. 

But getting rid of coaches too quickly will ensure that Michigan is sapped with even more chaos/uncertainty.

I just hate to think that RR could be let go too quickly and we find that the decision has put us in an even worse position with prolonged negative results that didn't have to happen- all b/c, 'this is Michigan'. 

And if that happens, do we again fire a new coach b/c the expectations are different at Michigan?

Where does it stop?  You just don't hire a coach and hit the lottery- it takes time...

SirJack

December 1st, 2010 at 1:56 PM ^

Granted. I see what you're saying. I usually think that any coach should be given at least four years.

But I really don't think RR will ever lead Michigan to competing year-in, year-out with the Big Ten elite (and obviously, this is just an article of faith). We're now in a situation in which even those who support RR think the AD should intervene and mandate changes in the defensive staff (so most people, even supporters, don't even think RR is capable of making this decision on his own). Thus, our coach will likely hire his third DC in four years; the previous two hires that were his responsibility did not work out. And the special teams is in shambles. And the offense has struggled all year against solid Big Ten defenses.

It just seems that this is a situation in which you make a change.

the_dude

November 30th, 2010 at 10:57 PM ^

The Massey BCS seems accurate to me. Last year was the perfect storm where our offense wasnt quite awesome but our defense truly bottomed out (thanks Gerg!!!). This year the offense was great - two more years of Denard - but the defense was the worst ever. An improved offense + a defense that isn't FAIL should result in Meechigan truly being back. Just roll with a 4 man d-line, ok?

joelrodz

November 30th, 2010 at 11:01 PM ^

My impression is that this is not enough for Dave Brandon based on what he recently told Chengelis http://detnews.com/article/20101129/SPORTS0201/11290383/U-M-athletic-director-not-happy-with-season--but-won’t-rush-decision#ixzz16pQzZy3q

This has been his most open interview about his assessment of the season:

1) "I said when I got this job our expectations are very high," Brandon said. "We want to compete for championships, we want to be among the best, and we clearly did not do that this year. I'm not happy about that..."
 
2) "Had we performed better during the season, it wouldn't be an issue," Brandon told The Detroit News on Monday, referring to Rodriguez's job security. "People are concerned and they're unhappy with the way the season unfolded and particularly the way the season closed, and I understand that.
 
3) "No true Michigan fan is happy with where we ended up in the Big Ten and how the season unfolded, particularly the end." Brandon, said he includes himself among U-M fans unhappy with the season.

 
 

joelrodz

November 30th, 2010 at 11:23 PM ^

that's fine, but i think we can infer from those statements that this season did not meet his expectations.  Now the question is what will he attribute this lack of performance to? Also, the second quote makes it clear that RR's job security is under evaluation as a result of such expectations not being met. He has not reached your conclusion, so far.

justingoblue

December 1st, 2010 at 12:47 AM ^

I think it just sounds like DB is trying to show the fanbase that he identifies with us and our concerns. I don't think this says much about the coaching situation for next year.

He could easily point to this next month and say, "Yea, but..." or point to this and say, "So I decided to do something about it now."

Blue in Seattle

December 1st, 2010 at 11:45 AM ^

the poster who brought in that article has cut out the parts where Brandon is saying that while losing games makes fans unhappy, he evaluates coaches on more than just wins and losses.  But the media has decided to become just like the bloggers and commenters and through cut and paste you can create any story you like,

much like all the arguments about these statistics.  Instead of stating why they think the model is bad, most complainers just point to one bad thing and say, "that's not fixed we should fire him for not fixing that."

Leaders have to choose which problems to focus on, and if you believe the FEI is a measure of total team performance just like it says, then what we have is overall improvement.  I'm pretty confident that Brandon is keeping Rich Rodriguez.  The performance review though will focus on where resources can be put to address what remains to be fixed.

Mike Martin did not sound like a player who is unclear who his coach and who his teammates will be next year.  Considering that they never really replaced Hopson, it seems like adding a talented yound assistant coach to the defense solves the lack of a coach, and maintains the most consistency with the Defensive Coordinator.

Then again I'm not David Brandon, and I don't get to sit in on the film sessions with the coaches and players.

joelrodz

December 1st, 2010 at 9:43 PM ^

I brought in those specific portions because it was the first time that he has publicly stated he was unhappy with how the season ended. The other stuff is well known already. I didnt "cut and paste" parts of the story for any other reason. The interesting thing on MGoboard lately is that opinions of those who think RR is done and will likely be let go are somehow deemed inferior (and continuously negged) to those who think he will stay, even though, they are both just opinions. Its becoming a more intolerant place to come and share opinions among fans of the same football team.

Sac

November 30th, 2010 at 11:35 PM ^

The FEI and S&P don't seem to account for defensive performance in any way.  Am I misunderstanding something here?  I'm new to quantitative analysis of CFB performance.

AMazinBlue

November 30th, 2010 at 11:36 PM ^

you could say it's "improving". 

2010-total turnovers lost 27 (110th)

2009-total turnovers lost 28 (115th)

2008-total turnover lost 30 (105th)

If you think losing one less turnover per season is acceptable improvement, then I can't argue with you, except to say you have very low standards.

In 2006 Michigan lost 12 total turnovers, ranked T4th, in 2007 27 total.  No matter how you look at it, the numbers are not good.  In 2010 just to get to 50th in the country they would have to have lost 12 LESS turnovers and that's about average.   Of the three phases of the game, Michigan is failing in 66% of them.  Without a significant change in philosophy on defense and special teams, Michigan will not be battling OSU and Wisconsin or MSU for that matter for the conference title next year.

kalamazoo

December 1st, 2010 at 3:53 PM ^

Do you have comparisons of turnovers per play and turnovers per drive?  And can you compare 2008-2010 to 2006 & 2007?

Also in another post somewhere someone pointed out that freshman and sophomore QBs commit many more turnovers than juniors and seniors and showed that with Henne.  If you can show the turnovers with Denard and Tate and compare them to Henne freshman and sophomore years on a per play basis, that would be good, too.

No points being made...we may be worse or better with turnovers than we think.  Either way I would expect turnovers to go down with our QBs into their junior and senior years through a natural growth process.  Thanks.

DustomaticGXC

November 30th, 2010 at 11:45 PM ^

, one of the stepping stones to being a competitive team is to start winning the games you're supposed to win.  We didn't do that last year.  We did do that this year.

 

That's real, tangible progress.  At least in my eyes it is.

Eye of the Tiger

November 30th, 2010 at 11:46 PM ^

...our record already shows that, clearly, to the tune of +2 wins/year.  

But as a couple people have already said, it's not that hard to improve on 3-8.  Most rational people also predicted we'd jump from 5-7 to 7-5.  Expectations rose to 8-4 when we realized what we had on our hands with Denard.  But I don't know many people who thought we'd do better than that.  

The problem I have is with the way we went 7-5.  Only one victory over a quality opponent (UCONN), near-losses to mediocre in-conference opposition (Illinois, Indiana and ND), unspectacular victories over overmatched teams (UMASS, Purdue), conference losses that look closer on paper than they really were (Iowa, PSU and MSU) and horrible, soul-destroying blowout losses to superior sides to close things out (Wisconsin, OSU).  The question isn't "have we improved," it's whether we've improved enough to indicate we'll make the jump to the next level in 2011.  

Unfortunately, with the conference realignment, our schedule changes dramatically, so it's going to be more difficult to predict our performance. Harbaugh could come in and win 9, but who's to say RR wouldn't have won 11?  RR could return and win 9, but who's to say Harbaugh wouldn't have won 11?  

This is why, as much as we try to quantify things, we can't.  All DB can do at this point is try to determine which coach appears to give the best roadmap to success.  I think the RR road map is less promising than the Harbaugh road map, because some of our problems--too many transfers, washout recruits, inattention to detail, lack of discipline, yearly positional crises on the defensive side of the ball, "special" teams, etc.--have not really improved over time.  That said, I don't think it's impossible for RR to get us where we need to go; I'm just skeptical that he will.  

TennBlue

November 30th, 2010 at 11:48 PM ^

 

Average opponents' FEI values in games we won or lost in the last three seasons

                W            L                 M FEI

2008     -0.043 (3) 0.064 (9)       -0.036

2009     -0.069 (5) 0.122 (7)        0.008

2010     -0.020 (7) 0.168 (5)        0.074

What this means is that the teams we are beating are collectively getting better (2009 included EMU, one of the worst teams in history, so it gets pulled down a bit.  On the other side, the average of the teams that beat us is also getting better and better.

So more teams with a higher FEI are going into the W column for us, while simultaneously teams with low FEI are being removed from the L column, making the ones that are left really, seriously good.

The overall point is that this again displays improvement.  The quality of teams we beat is improving, and the quality it now takes to beat us is improving.  Both of those are going the right direction.  We're not an elite team yet, but we're where the door is in sight, and soon we'll be knocking on it - and then we'll be kicking it down.

TennBlue

December 1st, 2010 at 12:06 AM ^

Here's 2007, Lloyd's last year:

W         L            M FEI

0.011   0.140      0.141

These averages are essentially equivalent to the 2010 values.  In other words, they suggest that today's team is just about as good as the 2007 team.

The Harbaughnger

December 1st, 2010 at 10:25 AM ^

There's this tiny part of me that's worried that DB doesn't have these kinds of things running across his desk...

But then there's this other part of me that says he's got to be seeing this kind of thoughtful, unbiased analysis.  He's at Michigan for crying out loud- a place where analytical minds abound. 

My money says he's got some very smart people looking at all of this who are producing very similar trends. 

The man is as business as it gets and this team is the heart of his business when you get right down to it.  I fully expect him to make fact-based decisions based on the way he has handled himself...and that's encouraging.

Blue in Seattle

December 1st, 2010 at 11:53 AM ^

it doesn't look like cherry picking to me, it looks like displaying more of the same data to help explain why our FEI rating is close to Stanford's FEI yet they have more wins.  Basically the Pac 10 is a weak conference this year.

Now the really cool thing I noticed when I looked over the separate FEI's for Offense and Defense is that Michigan has the #1 FEI raing for offense.

And guess who has the #1 FEI for Defense?

Too late, it's WVU and Jeff Casteel.

Now can we change this idiotic conversation to a new one where we dream about how David Brandon is using his pimp hand to concoct a way to get Jeff Casteel over to Michigan as second in command, instead of making the leap to HC at WVU?

MCalibur

December 1st, 2010 at 4:47 PM ^

Not negative, I alley-ooped myself for a joke a few posts down. So, I basically f***ed myself. No worries, I'm as positive as anyone can reasonably be right now, I just don't mind dropping F-bombs if it suits my fancy.

I think the cherry-picking accusation is being overused something fierce and am mocking it's use by ameliorating it's use. I have no beef if it's a legitimate criticism but when someone says, "hey, these stats say the [area of the team] is really good" and someone responds with, "yeah but the team lost, quit cherry picking data, NERD!", I want to entertain myself by mocking them. That's it. Just having fun.

This is entertainment, you know.

Eye of the Tiger

December 1st, 2010 at 9:58 PM ^

In the Pac-10, but that's a poor explanation overall. Why? Because, first, the Big-10 is somewhat better, not leaps and bounds better. Second, because whereas UM barely beat the mediocre opposition we were supposed to beat, Stanford beats them 38-0. They're 11-1 because they play defense, can kick field goals and don't leave points on the field like we have, especially in our losses. If we did that this year, we'd have won at least one more, and not embarrassed ourselves in the final two. But we didn't, and Stanford did. These things can improve with either HC option, potentially, but it's silly to say our year has any sort of equivalence to Stanford's.

BLUEFBFAN

November 30th, 2010 at 11:57 PM ^

I watched the Illinois game on BT network again. Brian Griese was the commentator and he said the sky is the limit for this offense. I would like to see the O's finished product. They need to get better kicking, stop turning over the ball, and grow up on D. I would give RR one more year. There shouldn't be any excuse after next year.

DustomaticGXC

December 1st, 2010 at 12:01 AM ^

but I'm actually relieved that turnovers have been so bad when I look at the overall performance of the offense.  Turnovers are much easier to correct than many other issues an offense can have, such as no talent.  It's not at all absurd to imagine a  team could go from last in the country to first (or vice versa) in a single season. 

 

Can anybody really argue that this year wouldn't have been a whole different beast if  our turnover margin was +10?

BLUEFBFAN

December 1st, 2010 at 12:31 AM ^

It should be easy,but it didn't get corrected during the season. It got worse. TO's and the bad special teams especially the kicking part were detrimental to the team. It killed momentum numerous times and put unnecessary burden on a already defficient defense with very poor field position.