Robust Nonparametric Statistical Methods: v. 5 (Kendall's Library of Statistics) - Tapa dura

Libro 34 de 110: ISSN

Hettmansperger, Thomas P.; McKean, Joseph W.; Hettmansberger, Thomas P.

 
9780340549377: Robust Nonparametric Statistical Methods: v. 5 (Kendall's Library of Statistics)
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ISBN 10: 0340549378 ISBN 13: 9780340549377
Editorial: Hodder Arnold, 1998

Sinopsis

Based in ranks of the data, this book offers an alternative to the traditional least squares approach. Topics include one- and two-sample location models, linear models (including multiple regression and designed experiments), and multivariate models. Rank tests and estimates for all models are developed, including bounded influence and high breakdown methods. Emphasis is on efficiency and robustness and all methods are illustrated on data sets.

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Reseña del editor

Based in ranks of the data, this book offers an alternative to the traditional least squares approach. Topics include one- and two-sample location models, linear models (including multiple regression and designed experiments), and multivariate models. Rank tests and estimates for all models are developed, including bounded influence and high breakdown methods. Emphasis is on efficiency and robustness and all methods are illustrated on data sets.

Reseña del editor

Traditional statistical procedures are widely used because they offer the user a unified methodology with which to attack a multitude of problems, from simple location problems to highly complex experimental designs. These procedures are based on least squares fitting, but can be easily impaired by outlying observations. Indeed one outlying observation is enough to spoil the least squares fit, its associated diagnostics and inference procedures. Even though traditional inference methods are exact when the errors in the model follow a Normal distribution, they can be quite inefficient when the distribution of the errors has longer tails than the Normal distribution. This book offers an alternative, based on ranks of the data, to the least squares approach. Topics include one- and two-sample location models, linear models (including multiple regression and designed experiments), and multivariate models. Rank tests and estimates for all models are developed, including bounded influence and high breakdown methods. Emphasis is on efficiency and robustness and all methods are illustrated on data sets.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Hodder Arnold
Año de publicación
1998
Idioma
Inglés
ISBN 10 
0340549378
ISBN 13 
9780340549377
Encuadernación
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Número de páginas
484
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9781439809082: Robust Nonparametric Statistical Methods: 119 (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Edición Destacada

ISBN 10:  1439809089 ISBN 13:  9781439809082
Editorial: CRC Press, 2010
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