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Distributions For Modeling Location Scale And Shapeusing Gamlss In R 1st Edition Robert A Rigby Author Mikis D Stasinopoulos Author Gillian Z Heller Author Fernanda De Bastiani Author

SKU: BELL-11909880

Distributions For Modeling Location Scale And Shapeusing Gamlss In R 1st Edition Robert A Rigby Author Mikis D Stasinopoulos Author Gillian Z Heller Author Fernanda De Bastiani Author

$ 31.00 ~~$ 45.00~~ (-31%)

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Distributions For Modeling Location Scale And Shapeusing Gamlss In R 1st Edition Robert A Rigby Author Mikis D Stasinopoulos Author Gillian Z Heller Author Fernanda De Bastiani Author instant download after payment.

Publisher: Chapman and Hall/CRC

File Extension: PDF

File size: 28.74 MB

Author: Robert A. Rigby (Author); Mikis D. Stasinopoulos (Author); Gillian Z. Heller (Author); Fernanda De Bastiani (Author)

ISBN: 9780367278847, 9780429298547, 9781000699968, 9781000700572, 9781000701180, 0367278847, 0429298544, 100069996X, 1000700577

Language: English

Year: 2019

Edition: 1

Product desciption

Distributions For Modeling Location Scale And Shapeusing Gamlss In R 1st Edition Robert A Rigby Author Mikis D Stasinopoulos Author Gillian Z Heller Author Fernanda De Bastiani Author by Robert A. Rigby (author); Mikis D. Stasinopoulos (author); Gillian Z. Heller (author); Fernanda De Bastiani (author) 9780367278847, 9780429298547, 9781000699968, 9781000700572, 9781000701180, 0367278847, 0429298544, 100069996X, 1000700577 instant download after payment.

This is a book about statistical distributions, their properties, and their application to modelling the dependence of the location, scale, and shape of the distribution of a response variable on explanatory variables. It will be especially useful to applied statisticians and data scientists in a wide range of application areas, and also to those interested in the theoretical properties of distributions. This book follows the earlier book ‘Flexible Regression and Smoothing: Using GAMLSS in R’, [Stasinopoulos et al., 2017], which focused on the GAMLSS model and software.　 GAMLSS (the Generalized Additive Model for Location, Scale, and Shape, [Rigby and Stasinopoulos, 2005]),　is a regression framework in which the response variable can have any parametric distribution and all the distribution parameters can be modelled as linear or smooth functions of explanatory variables. The current book focuses on distributions and their application.This book will be useful for applied statisticians and data scientists in selecting a distribution for a univariate response variable and modelling its dependence on explanatory variables, and to those interested in the properties of distributions.