Testing For Normality

Henry C. Thode (Autor)

Buch | Softcover

368 Seiten

2019
CRC Press (Verlag)
978-0-367-44710-6 (ISBN)

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This book addresses normal mixture distributions, robust estimation and computational issues of testing for univariate normality in complete samples and censored samples and for multivariate 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.

Thode, Henry C.

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

Erscheinungsdatum	03.12.2019
Verlagsort	London
Sprache	englisch
Maße	152 x 229 mm
Gewicht	453 g
Themenwelt	Mathematik / Informatik ► Mathematik
ISBN-10	0-367-44710-X / 036744710X
ISBN-13	978-0-367-44710-6 / 9780367447106
Zustand	Neuware