I am trying to confirm the probability of being a weekly winner in an NFL football pool at least once during a given NFL season.
The pool is set up as the following:
Each player picks five teams to beat the spread each week.
It is a standard NFL season, meaning that matchups, players and injuries change each week.
Their score is determined by the total points that their five teams outscore the spread, so their score could be positive or negative. The highest positive score wins the week. Nothing prevents multiple players (or all players for that matter) from selecting the same team or teams.
I believe that the above have nothing to do with the problem, but the pertinent facts and assumptions are below:
Assume that there are 90 players, and they all play each week. There are seventeen weeks in the NFL season, so there are seventeen independent contests (there is a cumulative winner, but that is irrelevant to this question). Winning (or losing) in a given week has no impact on the next week or any of the subsequent weeks. Each player starts with a “clean slate” for each week. Each player has an equal chance of winning each week. In other words, assume that skill does not play into the weekly outcome. For the sake of this problem, assume that there are no ties (or there is some form of tiebreaker that makes sure there is only one winner each week).
The question is: What is the probability for a given player to win a week at least once during one NFL season?