Applied Regression Analysis: A Research Tool - Couverture rigide

Livre 72 sur 103: Springer Texts in Statistics

Rawlings, J.O.

 
9780534092467: Applied Regression Analysis: A Research Tool

Synopsis

Providing an introduction to modern regression analysis, this text emphasises understanding concepts rather than computational details or mathematical proofs. The frequent discussions of computing with SAS allows emphasis on whole concepts rather than conceptual details. This text includes topics unique for a book at this level, such as a chapter on a geometric interpretation of least square analysis, coverage of reparametrization, regression diagnostics including Gabriel's biplots and the analysis of unbalanced data. The text uses matrix notation throughout and includes extensive discussions on the application of regression models to analysis of variance problems, the limitations of stepwise regression procedures and of analyzing highly colinear data. This book should be of interest to degree and diploma students taking courses in statistics.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Autres éditions populaires du même titre

9780387984544: Applied Regression Analysis: A Research Tool

Edition présentée

ISBN 10 :  0387984542 ISBN 13 :  9780387984544
Editeur : Springer-Verlag New York Inc., 1998
Couverture rigide