Testing For Normality
Describes the selection, design, theory, and application of tests for normality. Covers robust estimation, test power, and univariate and multivariate normality. Contains tests ofr multivariate normality and coordinate-dependent and invariant approaches.
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- Full title :Testing For Normality.
Summary
Describes the selection, design, theory, and application of tests for normality. Covers robust estimation, test power, and univariate and multivariate normality. Contains tests ofr multivariate normality and coordinate-dependent and invariant approaches.
Read More ↓Edition Statements
- Publication Date:©2002
Publication Statements
- Publisher(s):CRC Press
- Place of Publication:Baton Rouge
- Language:eng
- Publication Date:©2002
The Physical Object
- Description:1 online resource (495 pages)
Edition Identifiers
- ISBN:9780203910894, 0203910893
- oclc:on1048401248
- LC Classification:QA273.6 ǂb T56 2002eb
- Dewey Decimal:519
Table of Contents
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 -- Index.
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