Springer Series in Statistics
2 total works
Exploring Multivariate Data with the Forward Search
by Anthony C Atkinson, Marco Riani, and Andrea Cerioli
Published 1 December 2010
This book is concerned with data in which the observations are independent and in which the response is multivariate.
Companion book to Robust Diagnostic Regression Analysis (ISBN 0-387-95017) published by Springer in 2000.
Graphs are used to understand the relationship between a regression model and the data to which it is fitted. The authors develop new, highly informative graphs for the analysis of regression data and for the detection of model inadequacies. As well as illustrating new procedures, the authors develop the theory of the models used, particularly for generalized linear models. The book provides statisticians and scientists with a new set of tools for data analysis. Software to produce the plots is available on the authors website.