Theory of Linear Models

ISBN-13: 9780412042614 / Angielski / Twarda / 1993 / 240 str.

Bent Jorgensen

Opis

Providing a self-contained exposition of the theory of linear models, this treatise strikes a compromise between theory and practice, providing a sound theoretical basis while putting the theory to work in important cases. The basic idea of the book is to provide readers with enough background to further explore the theory and applications of linear models on their own. The treatment is not meant to be exhaustive; in particular, it is essentially limited to models with one component of variation.

This book provides a self-contained exposition of the theory of linear models, including practical aspects of residuals and data analysis.

Spis treści

Preface. Simple Lenear Regression. The General Linear Model. One-Sample and One-Factor Analysis of Variance. Multiple Regression Models. Analysis of Residuals. Analysis of Variance with Two or Three Factors. References and Bibliography. Index.

O autorze

Bent Jorgensen