Handbook of Statistical Distributions with Applications

K. Krishnamoorthy - Collection Statistics: a series of TEXTBOOKS and MONOGRAPHS

346 pages, parution le 03/07/2006

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Résumé

Using table values, important formulas, and statistical distribution results, this handbook presents both common and specialized probability distribution models as well as applications with practical examples. It provides comprehensive coverage of plots of probability density functions, methods of computing probability and percentiles, algorithms for random number generation, and inference, including point estimation, hypothesis tests, and sample size determination. The author also offers a simple PC calculator that computes table values and other statistics for almost all probability distributions.

Sommaire

Introduction to Statcalc
Preliminaries
Discrete Uniform Distribution
Binomial Distribution
Hypergeometric Distribution
Poisson Distribution
Geometric Distribution
Negative Binomial Distribution
Logarithmic Series Distribution
Uniform Distribution
Noaml Distribution
Chi-Square Distribution
F Distribution
Students t Distibution
Exponential Distribution
Gamma Distribution
Beta Distribution
Noncentral Chi-Square Distribution
Noncentral F Distribution
Noncentral t Distribution
Laplace Distribution
Logistic Distribution
Lognormal Distribution
Pareto Distribution
Weibull Distribution
Extreme Value Distribution
Cauchy Distribution
Inverse Gaussian Distribution
Rayleigh Distribution
Bivariate Normal Distribution
Distributions of Runs
Sign Test and Confidence Interval for the Median
Wilcoxon Signed-Rank Test
Wilcoxon Rank-Sum Test
Nonparametric Tolerance Interval
Tolerance Factors for a Multivariate Normal Population
Distribution of the Sample Multiple Correlation Coefficient
References
Index

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Caractéristiques techniques

	PAPIER
Éditeur(s)	Chapman and Hall / CRC
Auteur(s)	K. Krishnamoorthy
Collection	Statistics: a series of TEXTBOOKS and MONOGRAPHS
Parution	03/07/2006
Nb. de pages	346
Format	16 x 23,5
Couverture	Relié
Poids	662g
Intérieur	Noir et Blanc
EAN13	9781584886358
ISBN13	978-1-58488-635-8