Testing For Normality: 1st Edition (Hardback) book cover

Testing For Normality

1st Edition

By Henry C. Thode

CRC Press

368 pages

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Hardback: 9780824796136
pub: 2002-01-25
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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.

Table of Contents

1. Introduction Part 1: Testing for Univariate Normality 2. Plots, Probability Plots and Regression Tests 3. Test Using Moments 4. Other Tests for Univariate Normality 5. Goodness of Fit Tests 6. Tests for Outliers 7. Power Comparisons for Univariate Tests for Normality 8. Testing for Normality with Censored Data Part 2: Testing for Multivariate Normality 9. Assessing Multivariate Normality 10. Testing for Multivariate Outliers Part 3: Additional Topics 11. Testing for Normal Mixtures 12. Robust Estimation of Location and Scale 13. Computational Issues

Subject Categories

BISAC Subject Codes/Headings:
MATHEMATICS / Probability & Statistics / General