Introduction to Robust Estimation and Hypothesis Testing (Statistical Modeling and Decision Science)

Wilcox, Rand R.

ISBN 10: 0127515453 / ISBN 13: 9780127515458

Verlag: Academic Press, 1997

Beschreibung

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Bestandsnummer des Verkäufers S_429540153

Bibliografische Details

• Titel: Introduction to Robust Estimation and Hypothesis Testing (Statistical Modeling and Decision Science)
• Verlag: Academic Press
• Erscheinungsjahr: 1997
• Sprache: Englisch
• ISBN-10: 0127515453
• ISBN-13: 9780127515458
• Einband: hardcover
• Zustand: Good

Über diesen Titel

Inhaltsangabe

Introduction to Robust Estimation and Hypothesis Testing focuses on the practical applications of modern, robust statistical methods. The increased accuracy and power of modern methods is remarkable compared tothe conventional approaches of the analysis of variance (ANOVA) and regression. Through a combination of theoretical developments, improved and more flexible statistical methods, and the power of the computer, it is now possible to address problems withstandard methods that seemed insurmountable only a few years ago. This book provides a thorough, up-to-date explanation of the foundation of robust methods for beginners. It guides the reader through the basic strategies used for practical solutions to problems, and includes helpful updates which are available free of charge via an anonymous ftp site. The book also provides a brief background on the foundations of modern methods, placing the new methods in historical context.

Über die Autorin bzw. den Autor

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.