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Transformation and Weighting in Regression
Engelsk
Bogcover for Transformation and Weighting in Regression af Raymond J. Carroll, David Ruppert, 9780367403379
Specifikationer
Sprog:
Engelsk
Sider:
264
ISBN-13:
9780367403379
Indbinding:
Paperback
ISBN-10:
0367403374
Udg. Dato:
27 sep 2019
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
27 sep 2019

Transformation and Weighting in Regression

Engelsk
Paperback 2019
Format:

Bog beskrivelse
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.

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Specifikationer
Sprog:
Engelsk
Sider:
264
ISBN-13:
9780367403379
Indbinding:
Paperback
ISBN-10:
0367403374
Udg. Dato:
27 sep 2019
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
27 sep 2019
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