Absorption time and absorption probabilities for a family of multidimensional gambler models

ALEA-LATIN AMERICAN JOURNAL OF PROBABILITY AND MATHEMATICAL STATISTICS(2022)

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摘要
For a family of multidimensional gambler models we provide formulas for the winning probabilities in terms of parameters of the system and for the distribution of a game duration in terms of eigenvalues of underlying one-dimensional games. These formulas were known for the one-dimensional case - initially proofs were purely analytical, recently probabilistic constructions have been given. Concerning the game duration, in many cases our approach yields sample-path constructions. We heavily exploit intertwining between (not necessarily) stochastic matrices (for game duration results), a notion of Siegmund duality (for winning/ruin probabilities), and a notion of Kronecker products.
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关键词
Generalized gambler&rsquo, s ruin problem, absorption probability, absorption time, intertwining, eigenvalues, Siegmund duality, partial ordering, Kronecker products
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