Plane Answers to Complex Questions: The Theory of Linear Models - Couverture rigide

Christensen, Ronald

Couverture rigide

ISBN 10 : 0387947671 ISBN 13 : 9780387947679

Editeur : Springer-Verlag New York Inc., 1996

Synopsis

Providing a wide-ranging introduction to the use of linear models in analyzing data, this text presents a vector space and projections approach to the subject. The topics covered include ANOVA, estimation, hypothesis testing, multiple comparison, regression analysis, and experimental design. Also covered are: testing for lack of fit; models with singular covariance matrices; variance component estimation; best linear prediction; colinearity; and variable selection.

A propos du livre

Présentation de l'éditeur

This textbook provides a wide-ranging introduction to the use and theory of linear models for analyzing data. The authors emphasis is on providing a unified treatment of linear models, including analysis of variance models and regression models, based on projections, orthogonality, and other vector space ideas. Every chapter comes with numerous exercises and examples that make it ideal for a graduate- level course. All of the standard topics are covered in depth. In addition, the book covers topics that are not usually treated at this level, but which are important in their own right. The author, Ronald Christensen, is a Professor of Statistics at the University of New Mexico.

Détails de l'édition

• Éditeur: Springer-Verlag New York Inc.
• Date d'édition: 1996
• Langue: anglais
• ISBN 10: 0387947671
• ISBN 13: 9780387947679
• Reliure: Relié
• Numéro d'édition: 2
• Nombre de pages: 470
• Coordonnées du fabricant: non disponible
• Personne responsable: CMN Printpool Inh. Mathis Neumann; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; Allemagne