By Norman L. Johnson
This Set includes:
Continuous Multivariate Distributions, quantity 1, versions and Applications, 2d variation by means of Samuel Kotz, N. Balakrishnan and basic L. Johnson
Continuous Univariate Distributions, quantity 1, 2d Edition by way of Samuel Kotz, N. Balakrishnan and basic L. Johnson
Continuous Univariate Distributions, quantity 2, 2d Edition by means of Samuel Kotz, N. Balakrishnan and general L. Johnson
Discrete Multivariate Distributions via Samuel Kotz, N. Balakrishnan and basic L. Johnson
Univariate Discrete Distributions, third Edition via Samuel Kotz, N. Balakrishnan and basic L. Johnson
Discover the newest advances in discrete distributions theory
The Third Edition of the severely acclaimed Univariate Discrete Distributions presents a self-contained, systematic remedy of the speculation, derivation, and alertness of likelihood distributions for count number facts. Generalized zeta-function and q-series distributions were additional and are coated intimately. New households of distributions, together with Lagrangian-type distributions, are built-in into this completely revised and up-to-date textual content. extra functions of univariate discrete distributions are explored to illustrate the pliability of this robust method.
A thorough survey of modern statistical literature attracts cognizance to many new distributions and effects for the classical distributions. nearly 450 new references in addition to numerous new sections are brought to mirror the present literature and data of discrete distributions.
Beginning with mathematical, chance, and statistical basics, the authors supply transparent insurance of the foremost issues within the box, 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 types and miscellanea
Emphasis is still put on the expanding relevance of Bayesian inference to discrete distribution, particularly in regards to the binomial and Poisson distributions. New derivations of discrete distributions through stochastic tactics and random walks are brought with out unnecessarily advanced discussions of stochastic tactics. through the 3rd version, huge info has been further to mirror the recent function of computer-based applications.
With its thorough insurance and balanced presentation of conception and alertness, this is often a good and crucial reference for statisticians and mathematicians.
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