Transformation and Weighting in Regression - Chapman & Hall / CRC Monographs on Statistics and Applied Probability - Carroll, Raymond J. (Texas A&M University, College Station, USA) - Livros - Taylor & Francis Ltd - 9780367403379 - 27 de setembro de 2019
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Carroll, Raymond J. (Texas A&M University, College Station, USA)
Transformation and Weighting in Regression - Chapman & Hall / CRC Monographs on Statistics and Applied Probability 1º edição

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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.

264 pages

Mídia Livros     Paperback Book   (Livro de capa flexível e brochura)
Lançado 27 de setembro de 2019
ISBN13 9780367403379
Editoras Taylor & Francis Ltd
Páginas 264
Dimensões 150 × 220 × 10 mm   ·   453 g
Idioma Inglês  
Editor de séries Cox, D.R. (Nuffield College, Oxford University, UK)
Editor de séries Isham, Valerie
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Editor de séries Louis, Thomas A. (Johns Hopkins Bloomberg School of Public Health, MD, USA Johns Hopkins Bloomberg School of Public Health, Baltimore, Johns Hopkins Bloomberg, Baltimore, Maryland, USA)
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Editor de séries Tibshirani, R.J. (Stanford university Stanford University Stanford University, California, USA Stanford University, California, USA)
Editor de séries Tong, Howell (London School of Economics, UK London School of Economics, UK)

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