Handbook of parametric and nonparametric statistical procedures

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Bibliographic Information

Handbook of parametric and nonparametric statistical procedures

David J. Sheskin

Chapman & Hall/CRC, c2007

4th ed

  • : hbk

Available at  / 18 libraries

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Includes index

Description and Table of Contents

Description

With more than 500 pages of new material, the Handbook of Parametric and Nonparametric Statistical Procedures, Fourth Edition carries on the esteemed tradition of the previous editions, providing up-to-date, in-depth coverage of now more than 160 statistical procedures. The book also discusses both theoretical and practical statistical topics, such as experimental design, experimental control, and statistical analysis. New to the Fourth Edition Multivariate statistics including matrix algebra, multiple regression, Hotellings T2, MANOVA, MANCOVA, discriminant function analysis, canonical correlation, logistic regression, and principal components/factor analysis Clinical trials, survival analysis, tests of equivalence, analysis of censored data, and analytical procedures for crossover design Regression diagnostics that include the Durbin-Watson test Log-linear analysis of contingency tables, Mantel-Haenszel analysis of multiple 2 x 2 contingency tables, trend analysis, and analysis of variance for a Latin square design Levene and Brown-Forsythe tests for evaluating homogeneity of variance, the Jarque-Bera test of normality, and the extreme studentized deviate test for identifying outliers Confidence intervals for computing the population median and the difference between two population medians The relationship between exponential and Poisson distribution Eliminating the need to search across numerous books, this handbook provides you with everything you need to know about parametric and nonparametric statistical procedures. It helps you choose the best test for your data, interpret the results, and better evaluate the research of others.

Table of Contents

Introduction Outline of Inferential Statistical Tests and Measures of Correlation/Association Guidelines and Decision Tables for Selecting the Appropriate Statistical Procedure Inferential Statistical Tests Employed with a Single Sample Inferential Statistical Tests Employed with Two Independent Samples (and Related Measures of Association/Correlation) Inferential Statistical Tests Employed with Two Dependent Samples (and Related Measures of Association/Correlation) Inferential Statistical Tests Employed with Two or More Independent Samples (and Related Measures of Association/Correlation) Inferential Statistical Tests Employed with Two or More Dependent Samples (and Related Measures of Association/Correlation) Inferential Statistical Test Employed with a Factorial Design (and Related Measures of Association/Correlation) Measures of Association/Correlation Multivariate Statistical Analysis Appendix: Tables Index

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