Book:Charalambos Charalambides/Discrete q-Distributions
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Charalambos Charalambides: Discrete q-Distributions
Published $2016$, Wiley
- ISBN 9781119119043.
Contents
- Preface
- 1 Basic $q$-Combinatorics and $q$-Hypergeometric Series
- 1.1 Introduction
- 1.2 $q$-Factorials and $q$-Binomial Coefficients
- 1.3 $q$-Vandermonde's and $q$-Cauchy's Formulae
- 1.4 $q$-Binomial and Negative $q$-Binomial Formulae
- 1.5 General $q$-Binomial Formula and $q$-Exponential Functions
- 1.6 $q$-Stirling Numbers
- 1.7 Generalized $q$-Factorial Coefficients
- 1.8 $q$-Factorial and $q$-Binomial Moments
- 1.9 Reference Notes
- 1.10 Exercises
- 2 Success Probability Varying with the Number of Trials
- 2.1 $q$-Binomial Distribution of the First Kind
- 2.2 Negative $q$-Binomial Distribution of the First Kind
- 2.3 Heine Distribution
- 2.4 Heine Stochastic Process
- 2.5 $q$-Stirling Distributions of the First Kind
- 2.6 Reference Notes
- 2.7 Exercises
- 3 Success Probability Varying with Number of Successes
- 3.1 Negative $q$-Binomial Distribution of the Second Kind
- 3.2 $q$-Binomial Distribution of the Second Kind
- 3.3 Euler Distribution
- 3.4 Euler Stochastic Process
- 3.5 $q$-Logarithmic Distribution
- 3.6 $q$-Stirling Distributions of the Second Kind
- 3.7 Reference Notes
- 3.8 Exercises
- 4 Success Probability Varying with the Number of Trials and the Number of Successes
- 4.1 $q$-Pólya Distribution
- 4.2 $q$-Hypergeometric Distributions
- 4.3 Inverse $q$-Pólya Distribution
- 4.4 Inverse $q$-Hypergeometric Distribution
- 4.5 Generalized $q$-Factorial Coefficient Distributions
- 4.6 Reference Notes
- 4.7 Exercises
- 5 Limiting Distributions
- 5.1 Introduction
- 5.2 Stochastic and in Distribution Convergence
- 5.3 Laws of Large Numbers
- 5.4 Central Limit Theorems
- 5.5 Stieltjes-Wigert Distributions as Limiting Distribution
- 5.6 Reference Notes
- 5.7 Exercises
- Appendix Hints and Answers to Exercises
- References
- Index