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Transformation and Weighting in Regression

By Carroll, Raymond J.

Transformation and Weighting in Regression Mathematics

Transformation and Weighting in Regression

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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, from pharmacokinetics to fisheries research. The book focuses on data transformation and weighting, but 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.
Product details
Binding:
Paperback
Edition:
1
Number of Pages:
260
Release Date:
2019-09-27
Publication Date:
2019-09-27
Publisher:
Chapman and Hall/CRC
Languages:
Original: English
ISBN10:
0367403374
ISBN13:
9780367403379
GPSR Manufacturer Reference:
[email protected]
Weight:
401 g
Height:
156 cm
Width:
234 cm
Thickness:
14 cm
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