Distribution for Modelling Location, Scale, and Shape

Distribution for Modelling Location, Scale, and Shape
Author: Robert A. Rigby
Publisher: Chapman & Hall/CRC
Total Pages: 560
Release: 2019-09-20
Genre: Big data
ISBN: 9780367278847


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"This is the second volume in a series of books about using the GAMLSS R package developed by the authors. This volume presents a broad overview of statistical distributions and how they can be used in practical applications. It describes over 100 distributions - all available in the supporting R package - including their properties, limitations, and applications. Given the increasing size and complexity of available datasets, it is important to choose the underlying statistical distribution for your model very carefully, and this book gives both users and non-users of GAMLSS the tools to do that effectively"--


Distribution for Modelling Location, Scale, and Shape
Language: en
Pages: 560
Authors: Robert A. Rigby
Categories: Big data
Type: BOOK - Published: 2019-09-20 - Publisher: Chapman & Hall/CRC

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"This is the second volume in a series of books about using the GAMLSS R package developed by the authors. This volume presents a broad overview of statistical
Distributions for Modeling Location, Scale, and Shape
Language: en
Pages: 421
Authors: Robert A. Rigby
Categories: Mathematics
Type: BOOK - Published: 2019-10-08 - Publisher: CRC Press

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This is a book about statistical distributions, their properties, and their application to modelling the dependence of the location, scale, and shape of the dis
Flexible Regression and Smoothing
Language: en
Pages: 641
Authors: Mikis D. Stasinopoulos
Categories: Mathematics
Type: BOOK - Published: 2017-04-21 - Publisher: CRC Press

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This book is about learning from data using the Generalized Additive Models for Location, Scale and Shape (GAMLSS). GAMLSS extends the Generalized Linear Models
Distributions for Modeling Location, Scale, and Shape
Language: en
Pages: 589
Authors: Robert A. Rigby
Categories: Mathematics
Type: BOOK - Published: 2019-10-08 - Publisher: CRC Press

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This is a book about statistical distributions, their properties, and their application to modelling the dependence of the location, scale, and shape of the dis
Generalized Additive Models for Location, Scale, and Shape
Language: en
Pages: 0
Authors: Mikis D. Stasinopoulos
Categories: Regression analysis
Type: BOOK - Published: 2024 - Publisher:

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"This text provides a state-of-the-art treatment of distributional regression, accompanied by real-world examples from diverse areas of application. Maximum lik