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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Transformation and Weighting in Regression

Transformation and Weighting in Regression

Carroll, Raymond J.
Ruppert, David

Paperback

Series: Chapman & Hall/CRC Monographs on Statistics and Applied Prob

Probability & Statistics

ISBN10: 0367403374
ISBN13: 9780367403379
Publisher: Crc Pr Inc
Published: Sep 27 2019
Pages: 264
Weight: 0.81
Height: 0.55 Width: 6.14 Depth: 9.21
Language: English
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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