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.
Testing for normality
✍ Scribed by Henry C Thode
- Publisher
- Marcel Dekker, CRC Press
- Year
- 2002
- Tongue
- English
- Leaves
- 469
- Series
- Statistics, textbooks and monographs, v. 164
- Edition
- 1st
- Category
- Library
No coin nor oath required. For personal study only.
✦ Synopsis
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
Content: Testing for Univariate Normality --
2. Plots, Probability Plots and Regression Tests 15 --
3. Test Using Moments 41 --
4. Other Tests for Univariate Normality 69 --
5. Goodness of Fit Tests 99 --
6. Tests for Outliers 123 --
7. Power Comparisons for Univariate Tests for Normality 143 --
8. Testing for Normality with Censored Data 159 --
Testing for Multivariate Normality --
9. Assessing Multivariate Normality 181 --
10. Testing for Multivariate Outliers 225 --
11. Testing for Normal Mixtures 263 --
12. Robust Estimation of Location and Scale 287 --
13. Computational Issues 317 --
Appendix C Function Optimization Computer Subroutine Variable Metric Method 459.
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