Monday, January 8, 2018

2017 NFL Game Predictions: Division

 Welcome!  I intend this to be an ongoing project of predicting NFL game outcomes, point spreads, and final scores.  My hope is that my models will improve over time as they become more sophisticated and use better data.  I will try to regularly publish predictions to keep myself accountable, and will make observations along the way about what is working and what isn't.  See below for latest updates.  Enjoy!





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I couldn't resist.  I have previously posted on predictions for week 16, week 17, the playoffs, and the "best" team of the year.  But I haven't updated my model with the latest data since week 16, and obviously, things have changed a little.  So here are the latest predictions.

Division Week:


I had predicted the Rams to beat the Falcons, the Jaguars to beat the Bills, the Titans to beat the Chiefs, and the Panthers to beat the Saints.  So I was 2-2 on a three-week-old data.  What does the latest data and model predict for the division round?
  • Eagles vs. Falcons
    • Eagles win divisional round.  Not a surprise there, and not a change from previously.
  • Patriots vs. Titans
    • Patriots win.  No surprise there either.  I had them previously winning the divisional round as well.
  • Jaguars vs. Steelers
    • Jaguars lose!  I originally had them going all the way, winning the Superbowl, AND claiming the title of best team of 2017.  But their performance the past couple weeks hasn't been good.  With new data, the model predicts a Steeler's victory with a probability swing of 3.6%, enough to go from a Jaguars victory to a Jaguars loss.
  • Vikings vs. Saints
    • Vikings win.  This is the same as previously predicted.  The Vikings have increased their probability of victory by 1.2%.
So only one outcome has changed, but it is a big one: I no longer favor the Jaguars to win the Superbowl, much less win their next playoff game.
Week
Date
Team
HomeAway
Opponent
ProbabilityWin
PredictedTeamWin
Division
1/13/2018
Eagles
Falcons
0.551
1
Division
1/13/2018
Falcons
@
Eagles
0.449
0
Division
1/13/2018
Patriots
Titans
0.66
1
Division
1/13/2018
Titans
@
Patriots
0.34
0
Division
1/14/2018
Jaguars
@
Steelers
0.487
0
Division
1/14/2018
Saints
@
Vikings
0.474
0
Division
1/14/2018
Steelers
Jaguars
0.513
1
Division
1/14/2018
Vikings
Saints
0.526
1


------------------------

Division Week Results:
  • Expected: 2.25 correct (so 2-2 after rounding)
  • Actual: 3-1. 
    • Jaguars beat the Steelers
  • Comments:
    • The Jaguars did it!  Oh me of little faith.  Excepting the Patriots/Titans game, each game could have easily gone the other way.  Really exciting to watch these games, which is what we should expect from the playoffs.
    • Obviously the loss of the Steelers impacts my predictions below.  See my next post for the latest predictions...
-------------------------


So who do I favor now?

Division:
Patriots (1) vs. Titans (5) -> Patriots (1) (0.66)
Steelers (2) vs. Jaguars (3) -> Steelers (2) (0.513)
  
Eagles (1) vs. Falcons (6) -> Eagles (1) (0.551)
Vikings (2) vs. Saints (4) -> Vikings (2) (0.526)
Conference:
Patriots (1) vs. Steelers (2) -> Steelers (2) (0.517)
Eagles (1) vs. Vikings (2) -> Vikings (2) (0.509)
Superbowl:
Vikings (2) vs. Steelers (2) -> Steelers (2) (0.500)
I have a Steelers Superbowl victory, but BARELY.  Out to 3 decimal places the value is 0.5.  When looking at the unrounded prediction, it is 0.5001414, which is still basically a tie.

Best Team of 2017

So now who might be regarded as the best team?  If each team played every other team, who would come out on top?  The latest model suggests that if measured by total probability of wins, the Panthers, Patriots, and Rams take 1, 2, and 3. If measured by total games won, then the Panthers, Steelers, and Vikings take 1, 2, and 3.  When averaged across both ways of measuring, then the Panthers, Steelers, and Patriots take 1, 2, and 3.

If the Panthers were still in the playoffs, I would say the Panther get this claim this week.  But they lost, so this is rather ironic.  Rams are out too.  Based on my playoff predictions, I am inclined to give the title this week to the Steelers.  If they can win the Superbowl, then obviously this fits.  But even if they can beat the Patriots in the playoffs, this will be a great accomplishment.  Patriots and Vikings are still in contention for this title too.  Eagles have dropped down in both lists so I think their claim to this has greatly decreased.

The Browns can congratulate themselves on not being the "worst" team of 2017, despite going 0-16.

Total Probability:
Rank
Team
Expected Value
1
Panthers
23.824
2
Patriots
22.888
3
Rams
22.396
4
Steelers
22.224
5
Vikings
21.683
6
Jaguars
20.965
7
Chargers
20.417
8
Eagles
20.183
9
Saints
20.153
10
Bills
19.893
11
Falcons
19.891
12
Chiefs
19.652
13
49ers
19.601
14
Seahawks
19.371
15
Lions
18.677
16
Titans
18.597
17
Cardinals
17.94
18
Bengals
17.564
19
Ravens
17.396
20
Cowboys
15.942
21
Packers
14.717
22
Bears
13.323
23
Redskins
13.314
24
Dolphins
11.186
25
Jets
10.449
26
Broncos
9.822
27
Colts
8.769
28
Raiders
7.391
29
Texans
6.754
30
Buccaneers
6.474
31
Browns
5.516
32
Giants
5.028

Total Wins:
Rank
Team
Total Wins
1
Panthers
32
2
Steelers
31
3
Vikings
30
4
Rams
29
5
Patriots
28
6
Jaguars
27
7
Eagles
26
8
Chargers
25
9
Saints
24
10
49ers
23
11
Falcons
22
12
Bills
21
13
Chiefs
20
14
Seahawks
19
15
Lions
18
16
Titans
17
17
Cardinals
16
18
Bengals
15
19
Ravens
14
20
Cowboys
13
21
Packers
12
22
Redskins
11
23
Bears
10
24
Dolphins
9
25
Broncos
8
26
Jets
7
27
Colts
6
28
Raiders
5
29
Texans
4
30
Buccaneers
3
31
Browns
2
32
Giants
1

Average:
Rank
Team
AverageRank
1
Panthers
1
2
Steelers
3
3
Patriots
3.5
3
Rams
3.5
5
Vikings
4
6
Jaguars
6
7
Eagles
7.5
7
Chargers
7.5
9
Saints
9
10
Falcons
11
10
Bills
11
12
49ers
11.5
13
Chiefs
12.5
14
Seahawks
14
15
Lions
15
16
Titans
16
17
Cardinals
17
18
Bengals
18
19
Ravens
19
20
Cowboys
20
21
Packers
21
22
Redskins
22.5
22
Bears
22.5
24
Dolphins
24
25
Jets
25.5
25
Broncos
25.5
27
Colts
27
28
Raiders
28
29
Texans
29
30
Buccaneers
30
31
Browns
31
32
Giants
32

Conclusion

 All of this can change, and some of it surely will.  Good luck in Division week!

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