Norman L.Johnson – Univariate Discrete Distributions

Norman L.Johnson – Univariate Discrete Distributions

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This Set Contains:

Continuous Multivariate Distributions, Volume 1, Models and Applications, 2nd Edition by Samuel Kotz, N. Balakrishnan and Normal L. Johnson

Continuous Univariate Distributions, Volume 1, 2nd Edition by Samuel Kotz, N. Balakrishnan and Normal L. Johnson

Continuous Univariate Distributions, Volume 2, 2nd Edition by Samuel Kotz, N. Balakrishnan and Normal L. Johnson

Discrete Multivariate Distributions by Samuel Kotz, N. Balakrishnan and Normal L. Johnson

Univariate Discrete Distributions, 3rd Edition by Samuel Kotz, N. Balakrishnan and Normal L. Johnson

Discover the latest advances in discrete distributions theory

The Third Edition of the critically acclaimed Univariate Discrete Distributions provides a self-contained, systematic treatment of the theory, derivation, and application of probability distributions for count data.

Beginning with mathematical, probability, and statistical fundamentals, the authors provide clear coverage of the key topics in the field, including:

• Families of discrete distributions
• Binomial distribution
• Poisson distribution
• Negative binomial distribution
• Hypergeometric distributions
• Logarithmic and Lagrangian distributions
• Mixture distributions
• Stopped-sum distributions
• Matching, occupancy, runs, and q-series distributions
• Parametric regression models and miscellanea

Emphasis continues to be placed on the increasing relevance of Bayesian inference to discrete distribution, especially with regard to the binomial and Poisson distributions. New derivations of discrete distributions via stochastic processes and random walks are introduced without unnecessarily complex discussions of stochastic processes. Throughout the Third Edition, extensive information has been added to reflect the new role of computer-based applications.

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