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CRC Press Transformation and Weighting in Regression Book

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Description

Master complex statistical analysis with Transformation and Weighting in Regression. This monograph from the Chapman & Hall/CRC Monographs on Statistics and Applied Probability series provides a detailed review of techniques used to handle regression data featuring nonconstant variability and skewness. Readers can learn to apply both formal fitting methods and informal graphical techniques to solve real-world problems. The content is designed for practical application across various scientific and professional fields, including pharmacokinetics, econometrics, biochemical assays, and fisheries research. While the text focuses primarily on data transformation and weighting, it also incorporates essential concepts from diverse statistical areas. You will find valuable insights into influence diagnostics, robustness, and bootstrapping to enhance your data analysis capabilities. This resource is an essential tool for researchers and professionals needing to manage complex data structures in their specific disciplines.

Key Features

Covers major statistical techniques for analyzing regression data with nonconstant variability and skewness.

Provides practical methods including formal fitting techniques and less formal graphical techniques for data analysis.

Applicable to diverse scientific disciplines such as pharmacokinetics, econometrics, and fisheries research.

Includes specialized guidance on data transformation and weighting strategies for regression models.

Integrates advanced statistical ideas from influence diagnostics, robustness, and bootstrapping.

Product Specifications

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

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