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ISBN 10: 1135566100
ISBN 13: 9781135566104
Author: Henry C. Thode
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.
CHAPTER 1 INTRODUCTION
CHAPTER 2 PLOTS, PROBABILITY PLOTS AND REGRESSION TESTS
CHAPTER 3 TESTS USING MOMENTS
CHAPTER 4 OTHER TESTS FOR UNIVARIATE NORMALITY
CHAPTER 5 GOODNESS OF FIT TESTS
CHAPTER 6 TESTS FOR OUTLIERS
CHAPTER 7 POWER COMPARISONS FOR UNIVARIATE TESTS FOR NORMALITY
CHAPTER 8 TESTING FOR NORMALITY WITH CENSORED DATA
CHAPTER 9 ASSESSING MULTIVARIATE NORMALITY
CHAPTER 10 TESTING FOR MULTIVARIATE OUTLIERS
CHAPTER 11 TESTING FOR NORMAL MIXTURES
CHAPTER 12 ROBUST ESTIMATION OF LOCATION AND SCALE
CHAPTER 13 COMPUTATIONAL ISSUES
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Tags: Henry Thode, Testing, Normality