Transformation and Weighting in Regression

出版者:CRC Pr I Llc

作者:Carroll, Raymond J./ Ruppert, David

页数:260

出版时间:1988-8

价格:$ 164.92

装帧:HRD

isbn号码:9780412014215

具体描述

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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由于计算能力的提高，很多内容已经过时了。

由于计算能力的提高，很多内容已经过时了。

由于计算能力的提高，很多内容已经过时了。

由于计算能力的提高，很多内容已经过时了。

由于计算能力的提高，很多内容已经过时了。