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CRC Press Distributions for Modeling Location, Scale, Shape - GAMLSS in R

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Description

This comprehensive guide explores statistical distributions, their mathematical properties, and practical applications for modelling how location, scale, and shape parameters depend on explanatory variables. Ideal for applied statisticians and data scientists across numerous fields, this book builds on the foundational GAMLSS methodology introduced in earlier work, providing deeper insights into both theoretical distribution properties and real-world implementation using R. The GAMLSS framework enables flexible modelling of response variables beyond traditional regression approaches, making this resource essential for professionals seeking advanced techniques in statistical modelling and data analysis.

Key Features

Focuses on statistical distributions and their application to modelling location, scale, and shape parameters of response variables.

Designed for applied statisticians and data scientists working across diverse application areas requiring advanced distributional modelling.

Builds upon the earlier GAMLSS book by Stasinopoulos et al., providing comprehensive coverage of theoretical and practical aspects.

Published by Chapman and Hall/CRC as part of The R Series, ensuring quality academic content for R practitioners.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
20 September 2019
Listed Since
01 June 2019

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