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First RB selected in the 2022 NFL draft

By Dr. Ed Feng Leave a Comment

Great minds do not always think alike.

On The Football Analytics Show podcast, Matthew Freedman of FantasyPros talked about how he liked Iowa State’s Breece Hall as the first RB selected. He likes Hall over Michigan State’s Kenneth Walker partially because of their college stats, a topic we will dive into later.

On the same podcast, Dr. Eric Eager of PFF said that he liked Walker as the first RB selected. At +280, he sees value, partially because this pick won’t happen until the second round.

There are two important concepts to unpack here.

First, one of the knocks against Walker is his pass catching numbers. JJ Zachariason of lateround.com has developed a model for how college players project to the NFL for fantasy football. He has found that a running back’s top season for reception share is one of the predictors in his model.

Running backs that catch the ball in college do not necessarily become top pass catchers in the NFL. However, JJ believes that a high reception share is an indicator of all around talent. With a 5.6% reception share for his best season, Walker gets dinged here.

Second, the NFL draft becomes more difficult to predict as the picks go by. A running back is not expected to get selected in the first round. Here are the expected draft positions from Grinding the Mocks, a wisdom of crowds estimator:

  • Breece Hall (Iowa State), 36.4
  • Kenneth Walker (Michigan State), 45.3
  • Isaiah Spiller (Texas A&M), 71.5

While one often just says that the draft gets random in later rounds, let’s get more precise about exactly what that means.

With the top picks in the draft, there is more certainty about which players will get picked. The distribution has the majority of weight on one or two players.

For example, Jacksonville has the first pick. The markets have Aiden Hutchinson as the favorite (-200) and Travon Walker with the next best odds (+190). Behind these two edge rushers, no player has better than 12 to 1 odds.

With later draft picks, the probability distribution becomes more uniform over a number of players. One consequence of this more uniform distribution is there should be less certainty which running back will get picked first. This is the reasoning behind why Dr. Eager likes the longer shot Walker.

I don’t have a strong take on whether Hall or Walker will be the first RB selected. However, there are some interesting almost arbitrage opportunities.

As of Thursday morning, DraftKings has Hall at -275 as the first RB selected. FanDuel has Walker at +280, a break even probability of 26.3%. This is lower than the chance that a Michigan fan still has ulcers after the performance Walker had against the Wolverines last season.

If you have an opinion or inside information on Hall vs Walker, this is a favorable market. Another RB could be the top pick, but the wisdom of crowds projection has Spiller far behind the two top candidates.

The Late-Round Prospect Guide

JJ Zacharaison is a season long fantasy football expert. He spends the entire year running numbers and thinking about how to win your league.

After a long career at numberFire and FanDuel, he is now an independent creator at his site Late Round Fantasy Football. You can get more details on his prospect model discussed here and prospect ratings in The Late-Round Prospect Guide.

This is not an affiliate deal, as I don’t get part of the sale. I think you should check it out because JJ’s work is excellent.

Filed Under: National Football League, NFL Draft, The Power Rank Newsletter

First QB selected in the 2022 NFL draft

By Dr. Ed Feng Leave a Comment

The NFL is quarterback league. Deshaun Watson and Russell Wilson made off-season changes, and they are poised to flip the fortunes of Cleveland and Denver respectively.

Despite the positional value at QB, the draft is not offering top prospects this year. The big boys will most likely dominate the top slots of the 2022 NFL draft.

According to an incredibly useful betting tool that I’ll describe later, here are the top five projected picks of the draft.

  • Aiden Hutchinson, edge rusher from Michigan. He is the favorite at -280 on DraftKings to be the top pick.
  • Kayvon Thibodeaux, edge rusher from Oregon. He was the favorite for the top pick during football season.
  • Evan Neal, offensive tackle from Alabama. He was the favorite for the top pick after the Super Bowl until Jacksonville made moves to secure the tackle position.
  • Travon Walker, edge rusher from Georgia. He had only six sacks on a ferocious Georgia defense last season, but he blew up the combine with his elite athleticism.
  • Ikem Ekwonu, offensive tackle from North Carolina State.

The quarterbacks will still get attention in the first round of the draft. The markets consider Liberty’s Malik Willis as the favorite for the first QB picked. There are questions about his accuracy and the type of competition he faced in college.

The second QB getting attention is Kenny Pickett, who exploded in 2021 at Pittsburgh. However, that was his fifth year in college, and Pittsburgh’s offense was poor in his first three years as a starter.

A few factors point to value in Pickett at +130 as the first quarterback selected.

First, Matthew Freedman of FantasyPros came on my podcast this week to discuss how he has curated mock drafts with a strong track record. Based on these sharp mocks, he thinks it’s about a coin flip whether Willis or Pickett gets selected first.

Second, the Grinding the Mocks project by Benjamin Robinson collects a variety of mock draft to make a wisdom of crowds prediction of draft position. This is the resource used for the top five prospects listed above.

Benjamin also has Willis and Pickett very close to each other (11th and 12th best prospect respectively). This also suggests a 50-50 scenario for which QB gets selected first.

Grinding the Mocks suggests that Detroit might take Willis with the second overall pick, which you can explore under Prospect Trends on the site. If Willis goes ahead of Pickett, this is a likely scenario. On DraftKings, Pickett is more likely to be the fourth or fifth pick than Willis.

I like Pickett at +130 as the first QB taken, but I also took Willis +500 to the Lions on FanDuel.

Data driven betting information

This article was sent to The Power Rank’s email newsletter at noon Eastern on Thursday, April 15, 2022. This newsletter is a free service that strives to be:

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Filed Under: NFL Draft, The Power Rank Newsletter

Members: The NFL Draft, Part 1

By Dr. Ed Feng Leave a Comment

This content is for members only

Filed Under: Member Content, NFL Draft

Podcast: Wisdom of Crowds Prediction of the 2018 NFL Draft

By Dr. Ed Feng Leave a Comment

On this episode of The Football Analytics Show, I use a wisdom of crowds approach and aggregate mock drafts to make accurate predictions for the 2018 NFL Draft.

Last year, this predictor was more accurate than all but one of the constituent mock drafts. In this episode, I discuss where the top quarterbacks go in the first round, who will take Saquon Barkley and possible improvements to the model.

You can check out the complete predictions for the 2018 NFL Draft by wisdom of crowds.

To listen on iTunes, click here.

To listen here, click on the right pointing triangle.

Filed Under: National Football League, NFL Draft, Podcast

Predicting the 2018 NFL draft with wisdom of crowds

By Dr. Ed Feng Leave a Comment

In 1906, Francis Galton went to a country fair which had a contest. 787 people paid a small fee to guess the weight of an ox. The people who made the best guesses won prizes.

Galton became interested in this crowd based estimate. Initially, he didn’t think taking an average guess would lead to an accurate estimate of weight. Galton didn’t have a high opinion of people, as he believed only certain people had the traits to keep societies healthy.

However, his curiosity got the best of him. Most likely by pencil and paper, he calculated the average guess of the crowd: the ox weighed 1197 pounds. The actual ox weighed 1198 pounds.

The wisdom of crowds is powerful. In sports, we see many examples of this, from the betting markets to the surprising accuracy of the preseason college basketball polls.

Here, we apply the wisdom of crowds to the 2018 NFL draft.

Aggregating data from mock drafts

A wisdom of crowds prediction for the NFL draft comes from combining the data from multiple mock drafts. For each mock draft, a player gets 32 points for being projected first, 31 points for second, and so on down to 1 point for the final pick of the first round.

Players get ranked based on total points, and this rank becames his predicted spot in the draft. In 2017, this wisdom of crowds model performed better than all but one of the constituent mock drafts.

The wisdom of crowds model isn’t perfect. It doesn’t consider the specific needs of a team, like a Denver franchise in need of a quarterback. I address this issue on a team by team basis in the predictions below.

However, the wisdom of crowds should be better than any mock draft at predicting a player’s relative draft position. For example, when will Louisville QB Lamar Jackson get picked compared to the 4 quarterbacks in front of him?

Let’s look at the wisdom of crowds predictions based on 25 mock drafts for 2018.

1. Cleveland, Sam Darnold, QB

After a harrowing year with Deshone Kizer at QB, the Browns will almost certainly take a QB with the top pick.

More mock drafts have Josh Allen at first (13) than Sam Darnold (11). However, Darnold didn’t slip below 5th in any mock draft, which makes him first by total points.

2. New York Giants, Saquon Barkley, RB

“This whole myth of devaluing running backs, I find it kind of comical.” said Giants GM Dave Gettleman recently. He hasn’t absorbed how data values passing significantly more than rushing in the NFL, which you can read about in my manifesto.

QB Eli Manning is old and not very good. However, 16 of 25 mock drafts have the Giants taking Barkley with the second pick.

3. New York Jets, Josh Allen, QB

In 2017, Josh Allen completed 56% of his passes compared to the 60% college football average. His Wyoming offense finished 127th out of 130 teams in my yards per play adjusted for strength of schedule. No matter where Allen gets drafted, I expect him to be the biggest QB bust since JaMarcus Russell.

This third spot is tricky one for wisdom of crowds. The 25 mock drafts all had the Jets taking a QB, but none of them predicted Allen. Baker Mayfield went to the Jets in 10 mock drafts, while Josh Rosen and Sam Darnold were taken in 9 and 6 mock drafts respectively.

4. Cleveland, Bradley Chubb, DE

Chubb has averaged 10 sacks and 22 tackles for loss the past two seasons at North Carolina State. He would be an excellent addition to any defense.

5. Denver, Quenton Nelson, G

Nelson was part of a Notre Dame offensive line that powered the second best rush offense by my yards per carry adjusted for schedule in 2017.

Denver may also go for a QB here, as projected starter Case Keenum might not be able to replicate his excellent 2017 season. 9 of 25 mock drafts had the Broncos taking Josh Allen at this spot.

6. Indianapolis, Baker Mayfield, QB

Five years from now, I expect Baker Mayfield to be the best QB from this draft. Over the past two seasons, he led Oklahoma to the best offense by my adjusted yards per play by a wide margin.

However, Indianapolis has Andrew Luck, so they won’t take Mayfield at this slot. Nelson (11) and Chubb (8) come up most for the Colts with the 6th pick.

7. Tampa Bay, Josh Rosen, QB

Rosen completed 63% of his passes in 2017 in leading the 12th ranked pass offense by my adjusted yards per attempt. In addition, he started every game for UCLA that he wasn’t hurt since the beginning of his freshman year. This gives me some confidence he can play in the NFL, much more so than Allen.

With Jameis Winston, Tampa Bay doesn’t need a QB. Derwin James (10) and Minkah Fitzpatrick (8) show up most at this spot in the mock drafts.

8. Chicago, Roquan Smith, LB

Smith accumulated 6.5 sacks and 14 tackles for loss on a Georgia defense that excelled in 2017. The Bulldogs ranked 3rd in my adjusted yards per play.

9. San Francisco, Denzel Ward, CB

5 cornerbacks were taken in the first round of last year’s draft. Only two are projected for this season, and the wisdom of crowds likes Ward the best.

San Francisco signed CB Richard Sherman this off season, so Roquan Smith and Tremaine Edmunds are other possibilities here.

10. Oakland, Minkah Fitzpatrick, S

Oakland’s pass defense has ranked 29th and 32nd the past two seasons in my adjusted yards per attempt. They can use any and all help, so expected Fitzpatrick or Ward to go here.

11. Miami, Tremaine Edmunds, LB

Edmunds had 10 sacks and 30.5 tackles for loss the past two seasons at Virginia Tech. Miami also might take a QB here if Mayfield or Rosen fall this far.

12. Buffalo, Derwin James, S

Florida State had an awful season after QB Deondre Francois went down. However, the defense was solid at 6th in my adjusted yards per play, and James played a key role.

Buffalo may also take a QB here if Rosen or Mayfield drop this far.

13. Washington, Vita Vea, DT

Vea is 6’5″, 340 pounds. That should help the Redskins defense, and 11 of 25 mock drafts have Vea in this spot.

14. Green Bay, Marcus Davenport, DE

At UTSA, Davenport had 8.5 sacks and 17.5 tackles for loss. The Packers need help on defense, so Davenport makes sense. However, just as many mock drafts had CB Joshua Jackson (6) at this spot as Davenport.

15. Arizona, Calvin Ridley, WR

Ridley caught fewer balls in each successive season at Alabama. However, he did average 15.3 yards per reception in 2017. While 6 mock drafts had Ridley to the Cardinals, the same number had QB Lamar Jackson at this spot.

16. Baltimore, Mike McGlinchey, OT

McGlinchey was part of a Notre Dame offensive line that powered the second best rush offense by my adjusted yards per carry in 2017. Baltimore might also go for Calvin Ridley here, as Joe Flacco led the worst pass offense by my adjusted yards per attempt in 2017.

17. Los Angeles Chargers, Joshua Jackson, CB

The Chargers had a surprisingly good pass defense in 2017 (5th in my adjusted yards per attempt), so they probably don’t take a cornerback. The mock drafts think the Chargers need help at defensive tackle, as 10 and 7 drafts picked Da’Ron Payne and Vita Vea respectively.

18. Seattle, Da’Ron Payne, DT

Alabama’s defense ranked 1st in my adjusted yards per play in the 3 years with Payne as the anchor on the line. He’s smaller than Vea (305 pounds), but still looks like a solid first round pick.

In the 25 mock drafts, 13 different players were picked here. Seattle may settle on any of a number of players at this 18th spot.

19. Dallas, Lamar Jackson, QB

Jackson increased his completion percentage the past two season, but it topped out at 59% in 2017 (60% college football average). We’ll see if he continues to develop in the NFL.

Dallas has their QB, at least for now, in Dak Prescott. The mock drafts like the Cowboys to pick a wide receiver at 19th. The primary candidates are DJ Moore (7), Courtland Sutton (7) and Calvin Ridley (6) if he drops this far.

20. Detroit, Harold Landry, DE

Landry posted an outstanding 16.5 sacks and 22 tackles for loss as a junior in 2016. He numbers slipped last season because of an ankle injury, but he could help the pass rush of the Lions.

8 of 25 mock drafts had Landry in this spot, well ahead of Davenport at 4.

21. Cincinnati, DJ Moore, WR

The Bengals need help on the offensive line. 9 mock drafts had Iowa’s James Daniels here, and another 11 had other offensive linemen.

22. Buffalo, Leighton Vander Esch, LB

Vander Esch had 141 tackles on a solid Boise State defense that ranked 21st in my adjusted yards per play. He seems like a good fit for Buffalo as 6 mock drafts picked him here.

23. New England, James Daniels, C

Daniels might not be here as Cincinnati picks two spots before New England. And it’s amusing that the 25 mock drafts has 12 different players in this spot, none of which were Daniels.

24. Carolina, Rashaan Evans, LB

Can’t go wrong with a Alabama player on defense, right? Evans had 6 sacks and an additional 7 tackles for loss in 2017.

The mocks drafts had 14 different players at this spot, none of which were Evans. Carolina won’t take a QB, but otherwise expect a surprise at 24th.

25. Tennessee, Courtland Sutton, WR

The mock drafts like the Titans to pick a pass rusher here. Harold Landry (6) and Sam Hubbard (5), a DE from Ohio State, had the most votes.

26. Atlanta, Will Hernandez, G

On a recent episode of The Football Analytics Show, NFL Network analytics expert Cynthia Frelund said to watch out for Hernandez, the lineman from an awful UTEP team. However, Atlanta most likely goes after Taven Bryan to bolster their defensive line (15 of 25 mock drafts).

27. New Orleans, Jaire Alexander, CB

The mock draft think the Saints draft a tight end. Hayden Hurst from South Carolina (7), Dallas Goedert from South Dakota State (5) and Mike Gesicki from Penn State (2) are the most likely picks.

28. Pittsburgh, Taven Bryan, DT

Bryan most likely goes to Atlanta two spots before Pittsburgh. But in this model, he slips to 28th since he’s not a first rounder in 5 of 25 mock drafts.

10 mock drafts like the Steelers to take Rashaan Evans, as they have a depleted linebacking corp without Ryan Shazier.

29. Jacksonville, Isaiah Wynn, G

In 2016, Georgia struggled under first year head coach Kirby Smart. They ranked 44th in rush offense by my adjusted yards per carry.

Something clicked in 2017, and Georgia shot up to 7th in rush offense. Wynn now most likely goes in the first round.

30. Minnesota, Kolton Miller, OT

The Vikings just spent a ton of money on QB Kirk Cousins, so it makes sense to protect that investment with a lineman. Wynn and Hernandez are also candidates here if they drop this far.

31. New England, Mike Hughes, CB

The Patriots could use a cornerback with the strange benching in the Super Bowl and subsequent departure of Malcolm Butler. 10 mock drafts also have tackle Kolton Miller here.

32. Philadelphia, Connor Williams, OT

The 25 mock drafts had 16 different players here. The defending Super Bowl champions take the best player available.

Filed Under: National Football League, NFL Draft

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