Tuesday, October 23, 2007

Win Probabilities and Expected Wins 2007 - Week 7

Night games, commentary, and expected wins table added.
The following table lists the probabilities that the home team would win each game given the rushing averages, passing averages (includes sack yards lost and sacks as pass attempts), sack rates, third down conversion rates, penalty yards, and interception and fumble rates (by number of completions and rushing plays) for both teams. A logistic regression model trained on 1996-2006 data computes the probabilities. The final score margin is Home team points - Away team points. The sum of these probabilities of victory form the expected win totals in the second table to be added after the Monday night game. The first table will be updated as more box scores come in.

















Home TeamAway TeamP(Home Team Won) (%)Final Score Margin
BUFBAL77.47585
DETTB64.66207
OAKKC33.6400-2
SEASTL97.980527
MIANE1.2794-21
NOATL71.45816
NYGSF97.301418
HOUTEN7.1356-2
WASARI60.53032
PHICHI61.6652-3
CINNYJ97.89117
DALMIN97.716710
DENPIT40.18223
JAXIND2.9836-22


Teams that "should have" won but didn't
Philadelphia Eagles (vs. Bears), Win Prob = 61.6652% Astoundingly, Chicago had a better passing game than the Eagles (7.48 yards/pass vs. 5.7), but Chicago's one fumble (which they recovered) probably a large factor in this probability (without it, P(Eagles win) goes down to about 48%). Philly was much better in the running game (4.92 yards/rush vs. 3.23). But given that the game turned on that one recovered fumble, it's not surprising the game ended up being won by 3 points.

Pittsburgh Steelers (@ Broncos), Win Prob = 59.8178% Denver recovered both of their fumbles. Otherwise, Denver did indeed outperform Pittsburgh.





















































TeamActual WinsExpected WinsProjected Win Total
AFC East
BUF2.01.88295.0211
MIA0.01.65683.7869
NE7.06.643015.1841
NYJ1.01.56603.5793
AFC North
BAL4.03.57398.1690
CIN2.02.55356.8094
CLE3.02.79127.4431
PIT4.04.512912.0345
AFC South
HOU3.02.88256.5886
IND6.05.328714.2098
JAX4.03.986910.6318
TEN4.03.32548.8676
AFC West
DEN3.02.72247.2598
KC4.04.04519.2460
OAK2.02.19955.8652
SD3.03.21128.5631
NFC East
DAL6.05.594512.7875
NYG5.04.26599.7506
PHI2.03.49889.3300
WAS4.03.50899.3570
NFC North
CHI3.01.41583.2361
DET4.03.41809.1146
GB5.03.47299.2612
MIN2.02.52876.7431
NFC South
ATL1.03.08757.0572
CAR4.02.90057.7348
NO2.01.98575.2951
TB4.04.34009.9200
NFC West
ARI3.02.58305.9040
STL0.01.77874.0656
SF2.01.10762.9535
SEA4.04.631710.5868


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