Plane Answers To Complex Questions/the Theory Of Linear Models

Christensen, Ronald

ISBN 10: 0387947671 / ISBN 13: 9780387947679

Edité par Springer, 1996

A propos de cet article

This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide.

N° de réf. du vendeur ABNR-89923

Détails bibliographiques

• Titre: Plane Answers To Complex Questions/the Theory Of Linear Models
• Éditeur: Springer
• Date de parution: 1996
• Langue: anglais
• ISBN à 10 chiffres: 0387947671
• ISBN à 13 chiffres: 9780387947679
• Reliure: Couverture rigide
• Édition: 2ème Édition
• État de l'article: New

A propos de ce titre

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.

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.