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CRC Press Transformation and Weighting in Regression - CRC Press

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Description

This Chapman & Hall/CRC monograph delivers a thorough examination of statistical techniques for analysing regression data with nonconstant variability and skewness. The authors present both formal fitting methods and graphical techniques applicable across multiple disciplines including pharmacokinetics, econometrics, biochemical assays, and fisheries research. The book emphasises data transformation and weighting strategies whilst incorporating insights from influence diagnostics, robustness analysis, and bootstrapping methods. Designed for statisticians and researchers working with complex regression problems, this Routledge publication equips practitioners with practical tools to address real-world data challenges where traditional assumptions of constant variance do not hold.

Key Features

CRC Press monograph focused on transformation and weighting techniques for regression analysis with nonconstant variability and skewness.

Covers formal fitting methods and graphical techniques applicable to pharmacokinetics, econometrics, biochemical assays, and fisheries research.

Incorporates influence diagnostics, robustness analysis, and bootstrapping approaches for comprehensive regression data assessment.

Provides both theoretical foundations and practical statistical methods for addressing complex regression problems across multiple disciplines.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
27 September 2019
Listed Since
26 September 2019

Barcode

No barcode data available

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