A Primer On Statistical Distributions
商品資訊
ISBN13:9780471427988
出版社:John Wiley & Sons Inc
作者:Balakrishnan
出版日:2003/06/19
裝訂/頁數:精裝/328頁
商品簡介
* Includes a first chapter on basic notations and definitions that are essential to working with distributions.
* Remaining chapters are divided into three parts: Discrete Distributions, Continuous Distributions, and Multivariate Distributions.
* Exercises are incorporated throughout the text in order to enhance understanding of materials just taught.
作者簡介
V. B. NEVZOROV, PhD, DS, is Professor of Probability and Statistics at St. Petersburg State University in St. Petersburg, Russia.
目次
Preliminaries.
I. DISCRETE DISTRIBUTIONS.
Discrete Uniform Distribution.
Degenerate Distribution.
Bernoulli Distribution.
Binomial Distribution.
Geometric Distribution.
Negative Binomial Distribution.
Hypergeometric Distribution.
Poisson Distribution.
Miscellanea.
II. CONTINUOUS DISTRIBUTIONS.
Uniform Distribution.
Cauchy Distribution.
Triangular Distribution.
Power Distribution.
Pareto Distribution.
Beta Distribution.
Arcsine Distribution.
Exponential Distribution.
Laplace Distribution.
Gamma Distribution.
Extreme Value Distributions.
Logistic Distribution.
Normal Distribution.
Miscellanea.
III. MULTIVARIATE DISTRIBUTIONS.
Multinomial Distribution.
Multivariate Normal Distribution.
Dirichlet Distribution.
Appendix - Pioneers in Distribution Theory.
Bibliography.
Author Index.
Subject Index.
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