How the probabilities are calculated
A computer program was written to compute the probabilities that a team will:
- make the playoffs based on winning or losing the remaining games of the season
- make the playoffs based on winning all of its remaining games
- win the superbowl based on making the playoffs and winning all games in the playoffs
So how does the computer know which teams will succeed and at what probabilities?
First the computer has to predict the outcome of each remaining game to be played. It uses four sets of data:
- The two opponents and where the game is played (home-field advantage)
- A sampling technique
- A team strength evaluation representing how all teams stack up against other teams.
- The NFL tie-breaking rules for selection to the playoffs and for seeding.
The program will play out the remaining games with scores based on the above
four pieces of information. The random number generator provides a random score
for each team, but this score is modified by giving the home team and the higher
rated (power ratings) team additional points. The outcome for the entire season
for each team is computed and using the NFL tie-breaking rules, the program will
determine which division winner is seeded 1, 2 3 or 4 and which teams receive
the 1 and 2 wild cards. The is done for both the American and National
Conference. The NFL rules are made up of 10 steps which start with Won-Loss
record, games within the division and conference, offensive points, defensive
points, games against common opponents, head-to-head competition, strength of
schedule, strength of victory, etc.
Now after the computer has played an entire season by assigning values to the
remaining games, the computer starts over again and plays out the season again,
a total of one million times where results of each season will vary based on
sampling the results of the remainining games.
So in one season a team that is an underdog in
one game will lose that game to a favorite, in another season, the underdog
might pull off an upset. However by playing a million seasons, the probability
that that team will win a game will be determined by the percentage of wins
based on one million games played. The same holds true for a team making the
playoffs or winning the superbowl. The fraction or probability a team makes the
playoffs is equal to the number of computer generated times a team makes the
playoffs divided by one million. The same holds true for the superbowl. If a
team wins the superbowl 10,000 times, then its odds of winning the superbowl are
10,000 divided by 1,000,000 or 1/100 or 1%. These results again are based on the
remaining schedule, the home team, the strength of both teams based on power
ratings and the NFL rules for making the playoffs and seeding the teams.