Testing for normality

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This work describes the selection, design, theory, and application of tests for normality. It covers robust estimation, test power, and univariate and multivariate normality. It contains tests for multivariate normality and coordinate-dependent and invariant approaches.

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Title Statements

Full title :Testing for normality / Henry C. Thode, Jr.

Summary

Edition Statements

Publication Date:©2002.

Publication Statements

Publisher(s):Marcel Dekker
Place of Publication:New York
Language:eng
Publication Date:©2002.

The Physical Object

Description:1 online resource (viii, 479 pages) : : illustrations

Edition Identifiers

ISBN:0824743148, 9780824743147, 0203910893, 9780203910894, 9780824796136, 0824796136, 1280206640, 9781280206641, 9781135566111, 1135566119, 9781135566067, 1135566062, 9781135566104, 1135566100
oclc:ocm54350600
LC Classification:QA273.6
Dewey Decimal:519.2/4

PREFACE; CONTENTS; INTRODUCTION; PLOTS, PROBABILITY PLOTS AND REGRESSION TESTS; TESTS USING MOMENTS; OTHER TESTS FOR UNIVARIATE NORMALITY; GOODNESS OF FIT TESTS; TESTS FOR OUTLIERS; POWER COMPARISONS FOR UNIVARIATE TESTS FOR NORMALITY; TESTING FOR NORMALITY WITH CENSORED DATA; ASSESSING MULTIVARIATE NORMALITY; TESTING FOR MULTIVARIATE OUTLIERS; TESTING FOR NORMAL MIXTURES; ROBUST ESTIMATION OF LOCATION AND SCALE; COMPUTATIONAL ISSUES; APPENDIX A DATA SETS USED IN EXAMPLES; APPENDIX B PARAMETER AND CRITICAL VALUES; APPENDIX C FUNCTION OPTIMIZATION COMPUTER SUBROUTINE VARIABLE METRIC METHOD.