Introduction to Robust Estimation and Hypothesis Testing

Wilcox, Rand R.

ISBN 10: 0127515429 / ISBN 13: 9780127515427

Editore: Elsevier Academic Press, 2005

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Second edition. Octavo in glossy pictorial boards. Light shelfwear, bump to front board lower corner; interior clean and crisp. Codice articolo 045350

Dati bibliografici

Titolo: Introduction to Robust Estimation and ...

Casa editrice: Elsevier Academic Press

Data di pubblicazione: 2005

Legatura: Hardcover

Condizione: Very Good

Edizione: 2nd Edition

Descrizione articolo

Riassunto:

This revised book provides a thorough explanation of the foundation of robust methods, incorporating the latest updates on R and S-Plus, robust ANOVA (Analysis of Variance) and regression. It guides advanced students and other professionals through the basic strategies used for developing practical solutions to problems, and provides a brief background on the foundations of modern methods, placing the new methods in historical context. Author Rand Wilcox includes chapter exercises and many real-world examples that illustrate how various methods perform in different situations.

Introduction to Robust Estimation and Hypothesis Testing, Second Edition, focuses on the practical applications of modern, robust methods which can greatly enhance our chances of detecting true differences among groups and true associations among variables.

* Covers latest developments in robust regression
* Covers latest improvements in ANOVA
* Includes newest rank-based methods
* Describes and illustrated easy to use software

Recensione:

"...Wilcox has greatly enhanced this book, which is now almost twice as large as the first edition. This would now seem to be a good book for everyone to have in their library."
-TECHNOMETRICS, VOL. 47, 2005