It is this question the Heidelberg researchers investigated in their game theoretic study. Using data from more than four million online games of chess, poker, and skat, they developed a rating system for poker and skat based on the Elo method for chess, which calculates the relative skill levels of individual players.

In a game involving more luck and chance, the numbers are therefore not likely to be so far apart. The Heidelberg research confirms exactly that: the distribution is much narrower in poker and skat.

Whereas the standard deviation — the average deviation from the mean — for chess is over , the other two games did not exceed To create a standard of comparison for a game involving more than 50 per cent luck, the researchers replaced every other game in their chess data set with a coin toss.

This produced a deviation of 45, which is still much higher than poker and skat. Our analyses show that after about one hundred games, a poker player who is one standard deviation better than his opponent is 75 per cent more likely to have won more games than his opponent.

In principle, the method can be applied to all games where winners are determined, report the researchers. The percentage of skill in the popular card game Mau-Mau, for example, is far less than poker, whereas the Chinese board game Go involves even more skill than chess.

University Research Study Transfer. You are here Newsroom. Our analyses show that after about one hundred games, a poker player who is one standard deviation better than his opponent is 75 per cent more likely to have won more games than his opponent.

In principle, the method can be applied to all games where winners are determined, report the researchers. The percentage of skill in the popular card game Mau-Mau, for example, is far less than poker , whereas the Chinese board game Go involves even more skill than chess.

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