
Transformation and Weighting in Regression
CRC Press
1st Edition
Published on 1. August 1988
Book
Hardback
260 pages
978-0-412-01421-5 (ISBN)
Description
This monograph provides a careful review of the major statistical techniques used to analyze regression data with nonconstant variability and skewness. The authors have developed statistical techniques--such as formal fitting methods and less formal graphical techniques-- that can be applied to many problems across a range of disciplines, including pharmacokinetics, econometrics, biochemical assays, and fisheries research.
While the main focus of the book in on data transformation and weighting, it also draws upon ideas from diverse fields such as influence diagnostics, robustness, bootstrapping, nonparametric data smoothing, quasi-likelihood methods, errors-in-variables, and random coefficients. The authors discuss the computation of estimates and give numerous examples using real data. The book also includes an extensive treatment of estimating variance functions in regression.
While the main focus of the book in on data transformation and weighting, it also draws upon ideas from diverse fields such as influence diagnostics, robustness, bootstrapping, nonparametric data smoothing, quasi-likelihood methods, errors-in-variables, and random coefficients. The authors discuss the computation of estimates and give numerous examples using real data. The book also includes an extensive treatment of estimating variance functions in regression.
More details
Series
Language
English
Place of publication
London
United Kingdom
Publishing group
Taylor & Francis Ltd
Target group
College/higher education
Professional and scholarly
Professional Practice & Development
Dimensions
Height: 234 mm
Width: 156 mm
Weight
476 gr
ISBN-13
978-0-412-01421-5 (9780412014215)
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Schweitzer Classification
Other editions
Additional editions

Raymond J. Carroll | David Ruppert
Transformation and Weighting in Regression
Book
09/2019
1st Edition
Chapman & Hall/CRC
€95.80
Shipment within 15-20 days

Raymond J. Carroll | David Ruppert
Transformation and Weighting in Regression
E-Book
10/2017
Chapman & Hall/CRC
€89.49
Available for download

Raymond J. Carroll | David Ruppert
Transformation and Weighting in Regression
E-Book
10/2017
Chapman & Hall/CRC
€89.99
Available for download
Persons
Carroll, Raymond J.; Ruppert, David
Content
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.