Transformation and Weighting in Regression

ISBN-13: 9780412014215 / Angielski / Twarda / 1988 / 264 str.

Raymond J. Carroll;Carroll; Carroll J. Carroll

Opis

A review of the major statistical techniques which can be used to analyze regression data with nonconstant variability and skewness. The authors have developed techniques to deal with these types of problems, the complications of which can be observed in diverse fields. Annotation copyright Book New

Spis treści

Introduction. Generalized Least Squares and the Analysis of Heteroscedasticity. Estimation and Inference for Variance Functions. The Transform-Both-Sides Methodology. Combining Transformations and Weighting. Influence and Robustness. Technical Complements. Some Open Problems. References. Index.

O autorze

Carroll, Raymond J.; Ruppert, David