Statistical distributions
著者
書誌事項
Statistical distributions
（Wiley series in probability and mathematical statistics, . Texts and references section）
Wiley, c2000
3rd ed
- : pbk
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注記
"A Wiley-Interscience publication"
Bibliography: p. 220-221
内容説明・目次
内容説明
From the reviews: "Concise and useful summaries of the salient facts and formulas relating to [various] distributions." -Journal of the American Statistical Association "A worthwhile reference." -Journal of Quality Technology Since the previous edition of this popular guide to the most commonly used statistical distributions was published in 1993, statistical methods have found many new applications in science, medicine, engineering, business/finance, and the social sciences. To keep pace with these developments and to highlight the growing influence of statistical software and data management techniques, this new edition is now thoroughly updated and revised. Through clear, concise, easy-to-follow presentations, the authors discuss the key facts and formulas for 40 major probability distributions, fine-tune all existing material, and continue to offer ready access to vital information gleaned from hard-to-find places across the literature.
Highly useful both as an introduction to basic principles and as a quick reference guide, Statistical Distributions, Third Edition: Presents the 40 distributions in alphabetical order Provides all key formulas for each distribution Adds a new chapter on the Empirical Distribution Function Expands the Weibull Distribution to cover the 3 and 5 parameter versions Incorporates diagrams and tables illustrating the characteristics of each distribution Discusses the types of application for which distributions are used Features references to relevant software packages
目次
Terms and Symbols. General Variate Relationships. Bernoulli Distribution. Beta Distribution. Binomial Distribution. Cauchy Distribution. Chi-Squared Distribution. Chi-Squared (Noncentral) Distribution. Dirichlet Distribution. Empirical Distribution Function. Erlang Distribution. Error Distribution. Exponential Distribution. Exponential Family. Extreme Value (Gumbel) Distribution. F (Variance Ratio) or Fisher-Snedecor Distribution. F (Noncentral) Distribution. Gamma Distribution. Geometric Distribution. Hypergeometric Distribution. Inverse Gaussian (Wald) Distribution. Laplace Distribution. Logarithmic Series Distribution. Logistic Distribution. Lognormal Distribution. Multinomial Distribution. Multivariate Normal (Multinormal) Distribution. Negative Binomial Distribution. Normal (Gaussian) Distribution. Pareto Distribution. Poisson Distribution. Power Function Distribution. Power Series (Discrete) Distribution. Rayleigh Distribution. Rectangular (Uniform) Continuous Distribution. Rectangular (Uniform) Discrete Distribution. Student's t Distribution. Student's t (Noncentral) Distribution. Triangular Distribution. von Mises Distribution. Weibull Distribution. Wishart (Central) Distribution. Computing References. Statistical Tables. Bibliography.
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