Transformation and Weighting in Regression

Name: Transformation and Weighting in Regression
SKU: 31689782
Price: 146.00 NZD
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Paperback / softback

Series:

Chapman & Hall/CRC Monographs on Statistics & Applied Probability

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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.

Author Biography:

Carroll, Raymond J.; Ruppert, David

Release date NZ

September 27th, 2019

Author

Audience

Professional & Vocational

Pages

264

Series

Chapman & Hall/CRC Monographs on Statistics & Applied Probability

ISBN-13

9780367403379

Product ID

31689782

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