luckadjusted

Week 14 2019 · December 5, 2019

No FTN charting for this game (drops and interception-worthy throws are not modelled).

Cowboys at Bears, Week 14 2019: who deserved to win?

The Bears stole one. They beat the Cowboys 31–24, but replayed with the way both teams actually played, the Cowboys win 9 of 10. Luck ran their way: kicks alone were worth 17 points of win probability to the Bears.

The Bears won on an off day: they played far below what the matchup promised. In a fresh game against the Cowboys they would win 50% of the time; with this day’s form, 13%. The numbers

Before kickoff the Cowboys were 59% favorites. The biggest swing (Q2, 5:05 left): B. Maher missed 42-yard field goal, worth 13 points of win probability to the Bears.

Final

Dallas Cowboys 24
Chicago Bears 31

December 5, 2019 · Soldier Field · Closing line: Cowboys −3

Luck index +87 Bears very lucky · −87 Cowboys

Each team’s own plays from this game, resampled into new drives 4,000 times: with the way both teams actually played, how often does this performance win? How the replay works

Ten replays. Cowboys win 9, Bears win 1.

  1. 1 DAL 44 CHI 10
  2. 2 DAL 45 CHI 20
  3. 3 DAL 47 CHI 27
  4. 4 DAL 41 CHI 24
  5. 5 DAL 20 CHI 6
  6. 6 DAL 20 CHI 10
  7. 7 DAL 23 CHI 15
  8. 8 DAL 32 CHI 27
  9. 9 DAL 27 CHI 24
  10. 10 DAL 20 CHI 26

Three other ways to ask

Each answers a different question, so none of them replaces the replay above.

The closing betting line, turned into a probability. What everyone knew before the game.

The line plus what this game showed, weighted by how much one game can tell. It stays close to the line because one game says little.

Every kick, fumble bounce, drop, conversion and judgment call redrawn; everything else fixed. The narrowest view of luck.

The Bears won on an off day

They played far below what the matchup promised. In a fresh game against the Cowboys they would win 50% of the time; with this day’s form, 13%.

37 points apart for the Bears: the gap is how differently this game went from what the two teams usually are.

UnitThis gameUsual levelBetter or worse than usual
Cowboys offenseEPA per play gained −0.02 +0.16 worse by 0.18
Cowboys defenseEPA per play allowed +0.45 +0.09 worse by 0.36
Bears offenseEPA per play gained +0.45 +0.08 better by 0.37
Bears defenseEPA per play allowed −0.02 +0.02 better by 0.04

EPA (expected points added) per play on competitive snaps, turnovers left out because they are valued as luck. Usual level: the team’s earlier games this season plus half of last season, pulled toward the league average. One team’s defense and the other team’s offense are the same snaps, so one game can’t fully say whose day it was; it shows how far this one was from both teams’ norms.

How 4,000 replays ended

Cowboys win 87% of them, Bears 13%, counting the 2% still level after regulation as half each. The line is what actually happened: Bears by 7.

Show as a table
Final margin in the replaysShare of replays
Cowboys by 17+43.9%
Cowboys by 9–1623.6%
Cowboys by 1–818.6%
Level after regulation1.6%
Bears by 1–88.2%
Bears by 9–163.0%
Bears by 17+1.2%

Where the luck was

What the luck was worth

Every lucky and unlucky play, weighted by the moment it happened: its swing in win probability, added up by kind. A missed kick in a decided game counts for nothing; the same kick at the end of a tie game can be most of a win.

Swings add up across a game, so in one that went back and forth they can pass 100%. On the scoreboard the same luck was worth +7.9 points to the Bears: the final margin was Bears by 7, without the luck Cowboys by 0.9. Luck shares are the fitted ones (how much of each kind is luck).

The kicks

How likely each kicker was to make that kick (his own record, the distance and the weather), and what happened.

  • E. Pineiro, 36 yds made · 90% expected
  • B. Maher, 42 yds missed · 82% expected
  • B. Maher, 31 yds made · 94% expected
Bar: expected chance of a make. Filled dot: made. Open dot: missed or blocked.

Penalties: Cowboys 6 for 52 yards, Bears 4 for 30 yards

Every accepted flag, in order, and what it did to the helped team’s chance of winning at that moment, including any play it wiped out (points on the scoreboard in grey). A flag in a decided game is worth nothing; one at the turn of a close game can be worth most of a win. Judgment calls count toward luck, pre-snap fouls mostly don’t. How calls are valued

WhenFlagWin probability for
Q2 14:20 Defensive Offside on the Cowboys (DeMarcus Lawrence), 5 yards · pre-snap +2% CHI +0.6 pts
Q2 9:15 Illegal Block Above the Waist on the Bears (Javon Wims), 10 yards +1% DAL +0.8 pts
Q2 2:21 Neutral Zone Infraction on the Cowboys, 5 yards · pre-snap +2% CHI +0.8 pts
Q2 0:30 False Start on the Bears, 5 yards · pre-snap +2% DAL +0.6 pts
Q3 15:00 Offensive Holding on the Bears (Riley Ridley), 10 yards +1% DAL +0.9 pts
Q3 8:29 Defensive Holding on the Cowboys (Xavier Woods), 5 yards +1% CHI +1.3 pts
Q4 14:17 Defensive Pass Interference on the Cowboys (Byron Jones), 10 yards +1% CHI +0.9 pts
Q4 13:13 Intentional Grounding on the Cowboys (Dak Prescott), 12 yards 0% CHI +1.4 pts
Q4 9:09 False Start on the Bears, 5 yards · pre-snap 0% DAL +0.5 pts
Q4 5:49 Illegal Blindside Block on the Cowboys (Tavon Austin), 15 yards +1% CHI +1.2 pts

Cowboys penalties, every game · Bears penalties, every game · All teams, 2019

When it happened

Bears’ chance of winning

As low as 37% and as high as 100%. Numbers mark the biggest luck moments, listed below.

nflfastR’s in-game win probability. It ignores the betting line, so it starts near even. Shaded above the middle while the Bears were ahead in it, below while the Cowboys were.
#WhenWhat happenedWin probability forNext drive
1 Q1 9:16 The Cowboys converted 3rd & 113rd & 4th downs · 27% expected +7% DAL DAL: Touchdown
2 Q1 7:20 The Cowboys converted 3rd & 83rd & 4th downs · 33% expected +7% DAL DAL: Touchdown
3 Q1 0:29 The Cowboys were stopped on 3rd & 53rd & 4th downs · 43% expected +5% CHI DAL: Punt
4 Q2 5:08 The Cowboys were stopped on 3rd & 43rd & 4th downs · 47% expected +6% CHI DAL: Missed field goal
5 Q2 5:05 B. Maher missed 42-yard field goalKicks · 82% expected for him +13% CHI DAL: End of half
6 Q2 0:14 The Bears converted 3rd & 83rd & 4th downs · 22% expected +7% CHI CHI: Touchdown
7 Q3 11:41 The Bears converted 3rd & 93rd & 4th downs · 27% expected +5% CHI CHI: Touchdown
8 Q4 15:00 The Cowboys converted 4th & 13rd & 4th downs · 67% expected +6% DAL DAL: Touchdown

Missing players

Key players (usually on the field for half the snaps or more) who missed this game or part of it, valued by position and quality. The same players are missing in every replay, so this counts as luck in points only.

  • Prince Amukamara (CHI CB), out · 0.9 pts
  • Bobby Massie (CHI T), out · 0.8 pts
  • Taylor Gabriel (CHI WR), out · 0.5 pts
  • Danny Trevathan (CHI LB), out · 0.4 pts
  • Trey Burton (CHI TE), out (IR) · 0.3 pts
  • Leighton Vander Esch (DAL LB), out · 0.5 pts
  • Connor Williams (DAL G), out (IR) · 0.4 pts
  • Jeff Heath (DAL SS), out · 0.4 pts
  • Antwaun Woods (DAL DT), out · 0.2 pts

Adjust the assumptions

Disagree with how much of a fumble bounce or a pass interference call is luck? Change it and the coin-flip replay reruns in your browser.

Only coin-flips re-rolled

Cowboys 69% · Bears 31%

Final margin
Bears by 7
Luck in points
7.9 for the Bears
Luck-adjusted margin
Cowboys by 0.9
Replay with same day's form
Cowboys 87% · Bears 13% unchanged: why
How much of each is luck?

0% treats it as skill, 100% as pure luck. The tick is our fit.

What counts

We tested momentum on 19,000 lucky breaks and found none, so it's off by default. Why

Flip a play

Force the other outcome, in this game and in every replay: a made kick becomes a miss, a stop becomes a conversion, a flag goes the other way.

About these numbers

Play-by-play and win probability from nflfastR via nflverse; kicks valued against each kicker’s own record; drops and interception-worthy throws from FTN charting (not available for this game); injuries from snap counts and injury reports. No FTN charting for this game (drops and interception-worthy throws are not modelled).

Methodology and validation · All Week 14 2019 games · Cowboys · Bears

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