Skiing
Three quick games to help you understand the concept of ergodicity.
Game 1: Single Player
You're a skier. You can participate in up to 10 races.
In each race, you have a 20% chance of winning, but also a 20% chance of getting injured. If you get injured, you can't participate in any more races.
How many races do you expect to win?
Races: 0/10
Wins: 0
Status: Healthy
Game 2: Alice vs Bob
Alice and Bob are both skiers. They can participate, together with other skiers, in a championship consisting of 10 races.
Alice takes more risks, so she has a 20% chance of winning each race, but also a 10% chance of getting injured.
Bob takes fewer risks, so he has a 15% chance of winning each race, but also a 1% chance of getting injured.
Who do you think will win more races?
Races:
0/10
Alice
Wins: 0
Healthy
Bob
Wins: 0
Healthy
Keep playing until you complete 10 races
Game 3: Population of Skiers
Now we have 100 skiers: 50 Alices and 50 Bobs.
Each Alice has a 20% chance of winning and a 10% chance of injury per race, and each Bob has a 15% chance of winning and a 1% chance of injury per race.
Play the game for at least 20, noticing how Alices are likely to win more races at the beginning but fewer as the game progresses. So, it would be a mistake to think that Alice's strategy is better just because it grows faster at the beginning.
Races: 0
Alices
Wins: 0 (average per skier: 0.00)
Injury status: (0% injured)
Bobs
Wins: 0 (average per skier: 0.00)
Injury status: (0% injured)
Ergodicity
How irreversible outcomes affect long-term performance in work, investing, relationships, sport, and beyond