Transformation and Weighting in Regression 2024 pdf epub mobi 电子书

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发表于2024-12-02

Transformation and Weighting in Regression 2024 pdf epub mobi 电子书

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出版者:CRC Pr I Llc

作者:Carroll, Raymond J./ Ruppert, David

出品人:

页数:260

译者:

出版时间:1988-8

价格:$ 164.92

装帧:HRD

isbn号码:9780412014215

丛书系列:

图书标签: 统计学

Transformation and Weighting in Regression 2024 pdf epub mobi 电子书图书描述

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.

Transformation and Weighting in Regression 2024 pdf epub mobi 电子书

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