Testing For Normality

en Limba Engleză Paperback – 2 dec 2019

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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Specificații

ISBN-13: 9780367447106
ISBN-10: 036744710X
Pagini: 368
Dimensiuni: 152 x 229 x 25 mm
Greutate: 0.92 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press

Public țintă

Professional Practice & Development

Cuprins

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

Descriere

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.

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