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Multivariate Discrete Q-Distributions

Multivariate Discrete Q-Distributions

Hardcover

Series: Synthesis Lectures on Mathematics & Statistics

General MathematicsProbability & Statistics

ISBN10: 3031437128
ISBN13: 9783031437120
Publisher: Springer Nature
Published: Nov 23 2023
Pages: 127
Weight: 0.80
Height: 0.55 Width: 6.69 Depth: 9.61
Language: English

This book is devoted to the study of multivariate discrete q-distributions, which is greatly facilitated by existing multivariate q-sequences and q-functions. Classical multivariate discrete distributions are defined on a sequence of independent and identically distributed Bernoulli trials, with either being a success of a certain rank (level) or a failure. The author relaxes the assumption that the probability of success of a trial is constant by assuming that it varies geometrically with the number of trials and/or the number of successes. The latter is advantageous in the sense that it permits incorporating the experience gained from the previous trials and/or successes, which leads to multivariate discrete q-distributions. Furthermore, q-multinomial and negative q-multinomial formulae are obtained. Next, the book addresses q-multinomial and negative q-multinomial distributions of the first and second kind. The author also examines multiple q-Polya urn model, multivariate q-Polya and inverse q-Polya distributions.

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General Mathematics