Rand R. Wilcox (USA University of Southern California)

Introduction to Robust Estimation and Hypothesis Testing

• Broschiertes Buch

Produktbeschreibung

Includes the latest developments in robust regression Provides many new, improved and accessible R functions Offers comprehensive coverage of ANOVA and ANCOVA methods

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Produktdetails

• Verlag: Elsevier Science Publishing Co Inc
• Artikelnr. des Verlages: C2019-0-01225-3
• 5 ed
• Seitenzahl: 928
• Erscheinungstermin: 24. November 2021
• Englisch
• Abmessung: 234mm x 192mm x 34mm
• Gewicht: 1418g
• ISBN-13: 9780128200988
• ISBN-10: 0128200987
• Artikelnr.: 62350469

Autorenporträt

Rand R. Wilcox has a Ph.D. in psychometrics, and is a professor of psychology at the University of Southern California. Wilcox's main research interests are statistical methods, particularly robust methods for comparing groups and studying associations. He also collaborates with researchers in occupational therapy, gerontology, biology, education and psychology. Wilcox is an internationally recognized expert in the field of Applied Statistics and has concentrated much of his research in the area of ANOVA and Regression. Wilcox is the author of 12 books on statistics and has published many papers on robust methods. He is currently an Associate Editor for four statistics journals and has served on many editorial boards. He has given numerous invited talks and workshops on robust methods.

Inhaltsangabe

1. Introduction 2. A Foundation for Robust Methods 3. Estimating Measures
of Location and Scale 4. Confidence Intervals in the One-Sample Case 5.
Comparing Two Groups 6. Some Multivariate Methods 7. One-Way and Higher
Designs for Independent Groups 8. Comparing Multiple Dependent Groups 9.
Correlation and Tests of Independence 10. Robust Regression 11. More
Regression Methods 12. ANCOVA