
TL;DR
This paper investigates conspiracy claims about the 1985 World Chess Championship by analyzing move sequences using probabilistic models, Markov chains, and computer data to assess the likelihood of fixed games.
Contribution
It introduces a novel probabilistic and statistical framework, including Markov chain analysis, to evaluate accusations of game fixing in high-level chess matches.
Findings
Markov chain analysis helps assess move sequence randomness
Computer databases provide data for statistical testing
Probabilistic methods can evaluate conspiracy claims in chess
Abstract
Chess and chance are seemingly strange bedfellows. Luck and/or randomness have no apparent role in move selection when the game is played at the highest levels. However, when competition is at the ultimate level, that of the World Chess Championship (WCC), chess and conspiracy are not strange bedfellows, there being a long and colorful history of accusations levied between participants. One such accusation, frequently repeated, was that all the games in the 1985 WCC (Karpov vs Kasparov) were fixed and prearranged move by move. That this claim was advanced by a former World Champion, Bobby Fischer, argues that it ought be investigated. That the only published, concrete basis for this claim consists of an observed run of particular moves, allows this investigation to be performed using probabilistic and statistical methods. In particular, we employ imbedded finite Markov chains to…
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Taxonomy
TopicsSports Analytics and Performance · Artificial Intelligence in Games · Advanced Text Analysis Techniques
