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How safe is Oregon from an upset against Ohio State?

By Dr. Ed Feng 2 Comments

cfb_playoff_trophyOregon looks like a clear favorite over Ohio State in the college football championship game.

The markets opened with Oregon as a 7 point favorite, which implies a 70% win probability. The predicted margin of victory is even higher with my college football team rankings based on margin of victory.

After an early loss to Arizona, Oregon has been dominant. Only UCLA has come within two touchdowns of beating Oregon. This stretch of games included a rematch against Arizona and the playoff semi-final against Florida State.

Ohio State barely made the college football playoff after an early loss to Virginia Tech, a team that went 3-5 in the ACC. They’re playing a third string quarterback lucky to have receivers talented enough to catch his jump balls.

Oregon should win, right?

In reality, Ohio State is a terrible match up for Oregon. Let me explain.

Oregon’s biggest match up problem

Ohio State has an elite ground game. To quantify this, let’s look an efficiency statistic: yards per carry. In college football, sacks count as rushes in the official statistics. Since sacks are pass plays, I exclude these plays in calculating yards per carry.

To adjust yards per carry for strength of schedule, I use a ranking algorithm I developed based on my research in statistical physics. While Ohio State has the 7th best raw yards per carry, these adjustments move them up to first. Ohio State is predicted to gain 6.78 yards per carry against an average FBS rush defense.

And Oregon has essentially an average rush defense (52nd of 128). Ohio State ran all over Wisconsin (13th ranked rush defense) and Alabama (2nd). They should do even better against Oregon.

The visual shows the difficult match up for Oregon. The blue dots represent Ohio State’s pass and rush offense. The smaller green dots show Oregon’s defense, and better defenses appear further to the right to facilitate comparisons. You’re looking at how a unit compares to average.

Ohio State's offense vs Oregon's defense

The gap between Ohio State’s rush offense and Oregon’s rush defense shows the clear advantage for the Buckeyes.

They will give most of the carries to Ezekiel Elliott, who has gained 6.9 yards per carry this season. We all saw his speed when he outran the Alabama defense for a 85 yard touchdown in the semi-final game. Quarterback Cardale Jones will also run the ball, and he’s a load to bring down at 6’5″, 250 pounds.

Offensive line coach Ed Warriner deserves much of the credit for Ohio State’s explosive run game. He had to groom four new starters this year, and none of the candidates had 5 star recruiting credentials. While the offensive line came into the season with question marks, it now looks like the strength that could carry them past Oregon.

Oregon’s other match up problem

Oregon, led by Heisman winning quarterback Marcus Mariota, excels at throwing the ball. To quantify this, let’s look at yards per pass attempt, an efficiency statistic that includes sacks. After adjusting for schedule, Oregon has the top ranked pass offense. They are predicted to throw for 9.04 yards per attempt against an FBS average pass defense.

However, Ohio State’s strength on defense is against the pass. They had the 9th best pass defense by adjusted yards per attempt. Against Alabama, they didn’t allow star receiver Amari Cooper to make big plays. While Cooper averaged 13.9 yards per catch this season, his longest against Ohio State was 15 yards.

The visual shows how Oregon’s offense matches up with Ohio State’s defense.

Oregon's offense vs Ohio State's defense

The gap between Oregon’s offense and Ohio State’s defense shows the size of the advantage. Oregon should still be able to throw the ball against Ohio State. However, it won’t be as easy as against Florida State.

The visual also show Oregon’s edge in running the ball. They should run it often (and they did on 55.9% of plays this season) and set up play action for Mariota.

Prediction

For college and pro football this season, I started aggregating many predictions into one ensemble prediction. This ensemble, which includes my adjusted numbers and data from the markets, predicts Oregon by 3.2 points, which corresponds to a 59.5% win probability.

However, you should never blindly trust numbers, especially in a game with mismatches. One of the predictors in the ensemble accounts for passing and rushing separately for each team. It considers Ohio State’s significant edge in running the ball and that Ohio State runs the ball on 59.3% of plays.

This matchup model predicts a 50-50 game between Ohio State and Oregon.

I think the game will be very close. Can Mariota have a monster game and carry his team? Or does Elliott break off big run after big run?

This game most likely comes down to a field goal in the final minutes. I give a slight edge to Oregon to win, but don’t be surprised if Ohio State pulls it out.

Filed Under: College Football, College Football 2014, College Football Analytics, College football playoff 2014, Football Analytics, Football Passing Analytics, Football Rushing Analytics, Ohio State Buckeyes, Oregon Ducks

3 surprising college basketball teams early this 2013-2014 season

By Dr. Ed Feng Leave a Comment

teamrank_Dec12_2013After a month of college basketball, my teams rankings look strange.

Oklahoma State tops a motley crew of teams you wouldn’t expect in the top 10. Syracuse is the only traditional power on this list, sneaking in at 9th. Pittsburgh (4th) and Ohio State (5th) have had some good teams over the last decade. Otherwise, The Power Rank’s top 10 contains some surprise teams.

Before we discuss 3 of these teams in detail, consider teams not on this list.

  • Duke, 8th in the AP poll. Stuck at 49th in The Power Rank.
  • The Kentucky NBA Development League team. 24th in The Power Rank.
  • Arizona, 1st in the AP poll. 13th in The Power Rank.
  • Louisville, defending national champions. 16th in The Power Rank.

Small sample size plays a critical factor in these early season rankings. With more games, some traditional powers will rise while some upstarts will fall.

We’ll look at 3 surprise teams in more detail. In this post, the offense and defense rankings are a team’s points per possession adjusted for strength of schedule.

In addition, I also adjust Dean Oliver’s 4 factors for schedule strength, a critical factor so early in the college basketball season. Comments on each team reflect these numbers. For example, a team shoots well when they have a good 2 points shooting percentage after schedule adjustments.

Interested in all of this data? Members of The Power Rank have access to all of it, including daily data files that can be uploaded into a spreadsheet. I’m making a special offer for fans on my email list next week. To sign up for this free email newsletter, enter your email address and click “Sign up now”.








Oklahoma State

When I watch an Oklahoma State game, I feel old. Back before I knew any of the math used to rank teams on this site, I watched Travis Ford play at Kentucky in the early 90’s.

Now, he coaches the clear number one team in The Power Rank. Led by guard Marcus Smart, they rank 2nd in offense. The Cowboys shoot well and don’t commit turnovers. Behind Smart, they have 4 other players averaging 10 points a game.

Oklahoma State also has a sound defense, ranked 21st in the nation. They excel in holding opponents to poor shooting and forcing turnovers.

Oklahoma State will most likely regress from their lofty rank. Their 3 point shooting has improved from 32% last season to 41% this season. Most of this improvement has come from Phil Forte, who has sunk 53% of 3’s this season. Unless he can keep this up, Oklahoma State’s offense will not end the year 2nd in the nation.

Massachusetts

The Minutemen are lead by coach Derek Kellogg, a former assistant and recruiter for John Calipari. After finishing last season 88th in The Power Rank, they have surged to 7th this season.

Led by guard Chaz Williams, Massachusetts has the 18th best offense in the nation. They shoot well and get on the offensive glass. Moreover, they also have 5 players averaging over 10 points a game.

UMass also plays stingy defense, ranked 35th in the country. They excel in making opponents shoot poorly and not fouling.

Of the three teams profiled here, Massachusetts is mostly likely to stay high in The Power Rank. Their success so far hasn’t come from exceptional 3 point shooting or 3 point defense, two numbers that strongly regress to the mean.

Oregon

I had my doubts when Oregon fired coach Ernie Kent in 2010. Kent had the most wins in school history and led Oregon two Elite Eight appearances.

After a failed attempt to lure Tom Izzo to the Pacific Northwest, Oregon hired Dana Altman. Despite his success at Creighton, I had my doubts whether he could live up to super booster Phil Knight’s lofty expectations.

However, Oregon has risen from 31st at the end of last season to 3rd this season in The Power Rank. They excel on offense, ranked 3rd, but have some work to do on defense, ranked 110th.

Which direction the Ducks head depends on two factors.

Oregon has shot incredibly well from 3 point range. They have sunk 44% of 3 pointers, a much higher rate then the 33% they shot last season. The randomness of 3 points shooting suggests they can’t sustain 44% for the season.

However, Oregon has missed two key players, Dominc Artis and Ben Carter, so far this season. They were suspended for selling team issued apparel. If they return and show more brains on the court than off, Oregon could be a top 10 team.

Filed Under: Basketball analytics, College Basketball, Massachusetts Minutemen, Oklahoma State Cowboys, Oregon Ducks

Is Alabama safe from an upset against LSU?

By Dr. Ed Feng 3 Comments

Usually, I read the cookie cutter preview articles to make fun of the conventional wisdom in my own previews. However, the opening to the preview for LSU at Alabama nailed it.

So it’s not the “Game of the Century,” or maybe even the game of the week.

College football treated us to a tremendous Thursday night schedule. In Waco, Baylor’s offense looked human for the first time all season. They gained only 5.74 yards per play, not far above the 5.45 average.

However, the defense rocked. This unit, ranked 16th in my rankings before the game, held Oklahoma to 3.43 yards per play and 10 points. Baylor won by 29 points. My prediction in Grantland of their winning the Big 12 looks good.

In Palo Alto, Stanford pulled off a unique double. Their win over Oregon knocked the Ducks from the top of the BCS conversation. And the defense haraseed Oregon QB Marcus Mariota out of the Heisman picture.

However, the story of the game was the domination Stanford’s offensive line. By the second half, they left little doubt whether Stanford would convert a 3rd and short. The Cardinal chewed up the clock behind this massive unit.

Granted, Stanford got a bit lucky when D’Anthony Thomas fumbled at the Stanford 1 yard line, killing a drive. Not the play one expects from someone who said Oregon would score 40 points against Stanford.

Now the national title picture shifts to Tuscaloosa. Can LSU beat Alabama?

The injustice of schedule

First, let’s take a look at the big picture.

A loss to LSU does not knock Alabama over the national championship picture. LSU already has 2 conference losses, one of which came in a cross division game at Georgia. Meanwhile, Alabama enjoyed two cross division games against Tennessee and Kentucky, inferior teams to Georgia. The schedule screwed LSU this season.

If Alabama loses, they still win the SEC West by winning their remaining games. Then if they win the SEC title game, will the BCS keep out a one loss team from a conference that has won the last 7 national titles? I don’t know the answer to that, but I can imagine the pages of complaints on my Facebook feed from friends in SEC country.

And they have a point.

Role reversal this season

Last season, Zach Mettenberger took over the QB job for LSU. He was mediocre until the Alabama game, a night he suddenly turned into Andrew Luck. His precision passing gave LSU a late lead in the game, one that the defense could not hold in a dramatic Alabama win.

Mettenberger’s performance against Alabama made me look like an ass. In Sports Illustrated, I highlighted LSU’s pass offense against Alabama’s pass defense as a key edge for Alabama. Of course, Mettenberger never played that well again, especially in a bowl loss to Clemson.

This season, Mettenberger has lead a resurgance of LSU’s offense. They come into this game ranked 5th in pass offense. Morever, Alabama has been surprisingly weak in pass defense at 53rd in my rankings. Alabama had a huge edge in this matchup last season, but the opposite is true for Saturday night’s game.

Not your typical LSU team

Over the past few seasons, LSU has featured an elite defense full of future NFL draft picks. However, this unit has fallen off this season, ranking 29th in adjusted yards per play.

They face an Alabama offense that struggled with their execution early in the season. Coach Nick Saban stormed off the field at halftime against Ole Miss complaining about missed blocks. However, this unit has played much better recently, now ranking 14th in the nation in adjusted yards per play. They will have an edge against LSU’s defense.

Outlook

The line favors Alabama by 10, and my team rankings give a 16 edge to Alabama at home. However, I see this as a much closer game. Yards per play predicts a 50-50 game, mostly based on the new found strength of LSU’s offense. If Mettenberger excels and LSU makes a big play on special teams, they can beat Alabama.

Thanks for reading.

Filed Under: Alabama Crimson Tide, Baylor Bears, College Football, College Football 2013, College Football Analytics, LSU Tigers, Oklahoma Sooners, Oregon Ducks, Stanford Cardinal

Check Out The 2013 Interactive Bracket for March Madness

By Dr. Ed Feng 1 Comment

The Power Rank calculates the 416 win probabilities for March Madness, 2012.With every passing day in March, college basketball heats up that much more. Basketball junkies like us only have 16 days left until the committee announces the field of 68.

However, we couldn’t wait that long to see who would win the tourney. We took Jerry Palm’s bracket predictions from yesterday and calculated the win probabilities for each team to advance through each round. These odds are based on our college basketball team rankings, which give a win probability for each game.

We show these numbers in our interactive bracket (click here to open it up in a new tab). To unveil the win probabilities for a team to advance, hover over the team name. To discover the odds that a team wins a game, hover over the circle for that game.

Last year, Amy Nelson of SB Nation made this awesome video about our analytics and this interactive visualization.

You should draw your own conclusion from this year’s numbers. These 3 things jumped out at us.

Florida has largest chance of winning the tourney

What? The Gator team that has dropped 3 games in a weak SEC conference? The team that’s only 11th in the AP poll has a 12.8% chance of winning the tourney?

Florida is the top team in our college basketball rankings. Despite being more than a point and half better than even Indiana, they have lost 5 games this year because of their love affair with the 3 point shot. Over 40% of their shots come from behind the arc. Most nights, they shoot pretty well, hitting 38.4% of their 3’s for the season. However, they can also die by the 3.

Florida’s chance at winning the tourney would be even higher had Palm not put them in the Region of Death. The East region has Duke, Michigan and Syracuse in addition to Florida, all top 10 teams in The Power Rank. The committee takes geography into account when determining the bracket. Since most of the best college basketball teams are east of the Mississippi River, the bracket has regions of vastly differing strength.

Pittsburgh in the West

If the East is the Region of Death, then the West is the Region of Eternal Life. Due to geography considerations, the West has Gonzaga, New Mexico and Arizona as the top 3 seeds. While our numbers love Gonzaga (#3), New Mexico and Arizona are 19th and 15th respectively. One would expect the worst 2 and 3 seed to have a rank of 8th and 12th.

This unbalanced bracket opens the door for Pittsburgh, the 5 seed in the West. After an uncharacteristically poor season last year, the Panthers have surged back on the national scene with coach Jamie Dixon. Ranked 12th in The Power Rank, they have a 10.9% chance of making the Final 4 out of the West. It’s not as high as Gonzaga’s 25.3% chance, but it’s higher than most “experts” will give them.

First round upsets

The Madness of March starts that first Thursday (or Friday on a weird year) of the tourney when higher seeded teams get upset by double digit seeded teams. In Palm’s bracket, Oregon and Butler look most vulnerable.

Oregon has been overrated all year, rising to 19th in the most recent AP poll but only 49th in The Power Rank. They got exposed last night at Colorado, losing by 23. Wichita State has a 55% chance of upsetting Oregon in the first round.

Most people remember Butler for their consecutive championship game appearances from a few years back. However, this year’s team doesn’t have the same defensive toughness as those teams. Middle Tennessee State, who was our highest ranked team not to make last year’s tourney, has a 51% chance of knocking off Butler in the first round.

Interactive Bracket

What jumps out at you in our numbers? (Here’s that link to the interactive bracket again.) Let us know in the comments.

Thanks for reading.

Filed Under: 2013 NCAA Tournament, Amy Nelson, Basketball analytics, Butler Bulldogs, College Basketball, Florida Gators, Oregon Ducks, Pittsburgh Panthers, Wichita State Shockers

The Top 25 College Football Teams of 2013 by Recruiting Rankings

By Dr. Ed Feng Leave a Comment

Nick_Saban_StatueRecruiting rankings do matter.

Each year, Rivals assigns a rating or points value to each school that describes the talent of the players who signed a letter of intent. For Sports Illustrated, we developed a model that takes the Rivals ratings and predicts future team performance. To compare the rankings from this model with the preseason AP poll, we looked at which rankings better predicted the final AP poll.

The Rivals model did as good or better than the preseason AP poll on 46 out of 100 teams over the last 4 years. This is remarkable given the limited information the recruiting model has compared with the writers that vote in the AP poll.

To get the full story on SI.com, click here.

Before we count down the top 25 teams for 2013, we note the following about this regression model.

  • The regression model has learned from the past by relating recruiting ratings to the team ratings from The Power Rank algorithm. For example, recruiting data from 2009 to 2012 were fit to The Power Rank’s results for the 2012 season. Our team ratings from the regular season have picked the winner in 62.8% of bowl games over the last 11 years, a better percentage than the Vegas line (62.2%). Part of the accuracy of the recruiting model depends on our team ratings.
  • We used the final AP poll as the measuring stick for the accuracy of the Rivals model and the preseason AP poll. This poll has problems, as it strongly considers wins but almost ignores margin of victory. However, it was the most relevant measurement of team strength for a general college football audience.
  • The 100 teams we looked at were the top 25 teams in the preseason AP poll over the last 4 years. This puts the recruiting model in a better light, since this set of teams didn’t include teams highly ranked by the recruiting model but outside the AP top 25. For example, the recruiting model had Auburn 7th heading into the 2012 season. The preseason AP poll had Auburn 28th, which more accurately predicted their disasterous season.

With the passing of National Signing Day 2013, we now have the Rivals ratings to predict the 2013 college football season. The predictions are based the past 8 years of team performance.

25. Stanford. The Cardinal only had 12 scholarships to offer incoming freshmen. Since the number of recruits directly affects the Rivals team rating, Stanford only had the 61st ranked class this year, a far cry from their 5th ranked class a season ago.

24. Miami (FL). Miami coach Al Golden can’t walk off campus without tripping over a highly touted high school player. However, impending NCAA sanctions made recruiting difficult this year, as they had the 44th best class, much worse than their 9th ranking a year ago.

23. Virginia Tech. Despite two down years, coach Frank Beamer still recruited the 22nd ranked class. The Hokies need QB Logan Thomas’s passing to improve or groom a better passer.

22. California. The Bears continue to recruit well despite the coaching change from Jeff Tedford to Sonny Dykes. However, this ranking is probably too high. The Cal offense will be learning a new spread system under Dykes, while the defense lost coordinator Clancy Pendergast to USC.

21. Washington. The Huskies have continually improved their recruiting rank over the last 4 year, rising from 28th in 2010 to 18th in 2013. Hopefully, some of the linemen recruiting during this time will give QB Keith Price better protection next season.

20. Nebraska. The Cornhuskers pulled in the 17th best class, by far the 3rd best class in the Big Ten. Unfortunately, Michigan and Ohio State were way ahead, and Nebraska has to travel to Ann Arbor this season.

19. South Carolina. With all the media chatter about the talent in Columbus and the draw dropping hits from Jadeveon Clowney, you might think South Carolina is a top 10 recruiting team. In reality, their 16th ranking in 2013 was their best over the last 4 seasons.

18. Tennessee. The Rivals model had the Vols 13th in the nation last season, which was way too high. With new coach Butch Jones taking over, this year’s 18th ranking is also probably too high.

17. Oregon. Over the last 4 years, the Rivals model has consistently underrated the Ducks. The preseason AP poll was more accurate each year. Will this continue after head coach Chip Kelly handed the program over to Mark Helfrich?

16. UCLA. In talent rich Southern California, the Bruins always recruit well. They finally lived up to that talent last season under first year head coach Jim Mora. Their 11th ranked class this year should continue this trajectory.

15. Texas A&M. New coach Kevin Sumlin is getting tons of credit for recruiting the 10th best class this year. Of course, it helps that Johnny Manziel (a 3 star recruit) led the Aggies to their best season in more than a decade.

14. Mississippi. The Rebels and coach Hugh Freeze had a magical signing day, landing two top 10 recruits on the offensive and defensive line. Their 7th ranking is by far their best since 2002. However, three of their rivals in the SEC west are ranked higher in these rankings.

13. Clemson. With their dramatic, come from behind win against LSU in the Chick-fil-A Bowl, the Tigers will surely be an overrated top 10 team in the preseason AP poll. This ranking in the teens seems more appropriate.

12. Oklahoma. In the past 12 years, the Sooners have recruited a top 10 class 7 times. However, none of these top 10 classes have occurred during the last 3 seasons. Coach Bob Stoops needs more talent on the defensive line to start contending for national titles again.

11. Texas. Even Mack Brown can’t recruit after 3 subpar seasons. The Longhorns had the 23rd ranked class, their worst since 2002. Their usually excellent defense really needs help after last season.

10. Georgia. How would the Bulldogs recruiting class would have fared if the coaches had told QB Aaron Murray to spike the ball during the waning moments of the SEC championship game? A win over Alabama would have landed Georgia in the national title game against Notre Dame. Instead, they had the 12th best class, a fine rank but the second worst for coach Mark Richt over the last 12 years.

9. Michigan. After a disasterous 3 seasons under Rich Rodriguez, Brady Hoke has turned around this program both on the field and recruiting trail. The Wolverines notched the 5th ranked class after finishing 7th last year. These are their two best ranked classes over the last 8 years.

8. USC. While we kept hearing about the defections from the Trojan’s class, no one mentioned that coach Lane Kiffin still had five 5 star recruits coming to campus, more than any other school (yes, even Alabama). Lack of talent will not be a problem for USC.

7. Auburn. Yes, feel free to call BS on this one. The Tigers continue to recruit well. But unless the next Cam Newton and Nick Fairley show up on campus this fall, Auburn will not return to elite status this season under new coach Gus Malzahn.

6. Florida State. Call BS on this one at your own risk. Despite disappointing loses to NC State and Florida this year, expect the talent rich Seminoles to exceed expectations next season.

5. LSU. It’s a bit shocking that top recruit Robert Nkemdiche picked Ole Miss over LSU. There’s more certainly in winning games in Baton Rouge. Still, coach Les Miles landed the 6th best class in the nation.

4. Notre Dame. The Fighting Irish took full advantage of their undefeated regular season and landed the 3rd best class in the nation. While we should expect Notre Dame to be good next year, 4th is probably too high.

3. Ohio State. The Buckeyes will not surprise anyone this year. In coach Urban Meyer’s first season, Ohio State started the year 18th in the preseason AP poll. Now, with an undefeated season and a 2nd ranked recruiting class, anything but a national title will be a disappointment.

2. Florida. Last year, first year coach Will Muschamp landed the 3rd ranked class despite finishing 7-6. Somehow, a 11-2 season this year got the Gators the 4th ranked class (although they did top the rankings before National Signing Day). Talent is never a problem at Florida.

1. Alabama. Duh. What did you expect? After going 7-6 in his first year at Alabama, coach Nick Saban still recruited the top ranked class in 2008. This started a streak of top ranked classes for Alabama in 5 of the last 6 years. The rest of the SEC should resort to a voodoo consultant to bring bad turnover luck to Alabama next season.

Outlook

No one should take these rankings too seriously. With the short season and the youth of the players involved, college football is incredibly difficult to predict during the preseason. And these rankings have their problems. There’s an incredibly high likelihood that Boise State will be better than the 60th best team in the nation next year.

However, these rankings are still useful, and not only because they are six months ahead of the preseason AP poll. As with all predictive analytics, use these rankings has a guide to help navigate expectations for next season.

Moreover, this is only the beginning of our preseason college football predictions. To keep up to date, sign up for our free email newsletter below.

Thanks for reading.

Filed Under: Alabama Crimson Tide, Auburn Tigers, California Golden Bears, Clemson Tigers, College Football, College Football 2012, College Football Analytics, Florida Gators, Florida State Seminoles, Football Analytics, Georgia Bulldogs, LSU Tigers, Michigan Wolverines, Mississippi Rebels, Nebraska Cornhuskers, Notre Dame Fighting Irish, Ohio State Buckeyes, Oklahoma Sooners, Oregon Ducks, South Carolina Gamecocks, Stanford Cardinal, Texas A&M Aggies, Texas Longhorns, UCLA Bruins, USC Trojans, Virginia Tech Hokies, Washington Huskies

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