Henry C. Thode

Testing For Normality (eBook, PDF)

• Format: PDF

Produktbeschreibung

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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Produktdetails

• Verlag: Taylor & Francis eBooks
• Seitenzahl: 368
• Erscheinungstermin: 25. Januar 2002
• Englisch
• ISBN-13: 9780203910894
• Artikelnr.: 58506141

Autorenporträt

Thode, Henry C.

Inhaltsangabe

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

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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