Transformation and Weighting in Regression

AvRaymond J. Carroll,David Ruppert

Häftad, Engelska, 2019

Del i serien Chapman & Hall/CRC Monographs on Statistics and Applied Probability

1 021 kr

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3 781 kr

Beskrivning

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.

Produktinformation

Utgivningsdatum:2019-09-27
Mått:156 x 234 x 14 mm
Vikt:453 g
Format:Häftad
Språk:Engelska
Serie:Chapman & Hall/CRC Monographs on Statistics and Applied Probability
Antal sidor:264
Förlag:Taylor & Francis Ltd
ISBN:9780367403379

Utforska kategorier

Matematisk statistik inom Naturvetenskap och teknik

Mer om författaren

Carroll, Raymond J.; Ruppert, David

Innehållsförteckning

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.

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Transformation and Weighting in Regression

AvRaymond J. Carroll,David Ruppert

Häftad, Engelska, 2019

Del i serien Chapman & Hall/CRC Monographs on Statistics and Applied Probability

1 021 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

Fler format och utgåvor

Inbunden

3 781 kr

Beskrivning

Produktinformation

Utgivningsdatum:2019-09-27
Mått:156 x 234 x 14 mm
Vikt:453 g
Format:Häftad
Språk:Engelska
Serie:Chapman & Hall/CRC Monographs on Statistics and Applied Probability
Antal sidor:264
Förlag:Taylor & Francis Ltd
ISBN:9780367403379

Utforska kategorier

Matematisk statistik inom Naturvetenskap och teknik

Mer om författaren

Carroll, Raymond J.; Ruppert, David

Innehållsförteckning

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.