Details

Flexible Regression and Smoothing


Flexible Regression and Smoothing



von: Fernanda De Bastiani

118,80 €

Verlag: Crc Press
Format: PDF
Veröffentl.: 21.04.2017
ISBN/EAN: 9781351980388
Sprache: englisch
Anzahl Seiten: 549

DRM-geschütztes eBook, Sie benötigen z.B. Adobe Digital Editions und eine Adobe ID zum Lesen.

Beschreibungen

This book is about learning from data using the Generalized Additive Models for Location, Scale and Shape (GAMLSS). GAMLSS extends the Generalized Linear Models (GLMs) and Generalized Additive Models (GAMs) to accommodate large complex datasets, which are increasingly prevalent. GAMLSS allows any parametric distribution for the response variable and modelling all the parameters (location, scale and shape) of the distribution as linear or smooth functions of explanatory variables. This book provides a broad overview of GAMLSS methodology and how it is implemented in R. It includes a comprehensive collection of real data examples, integrated code, and figures to illustrate the methods, and is supplemented by a website with code, data and additional materials.

Diese Produkte könnten Sie auch interessieren:

Contemporary Computational Mathematics - A Celebration of the 80th Birthday of Ian Sloan
Contemporary Computational Mathematics - A Celebration of the 80th Birthday of Ian Sloan
von: Josef Dick, Frances Y. Kuo, Henryk Woniakowski
PDF ebook
226,09 €
Contact Modeling for Solids and Particles
Contact Modeling for Solids and Particles
von: Alexander Popp, Peter Wriggers
PDF ebook
142,79 €
Shock Focusing Phenomena
Shock Focusing Phenomena
von: Nicholas Apazidis, Veronica Eliasson
PDF ebook
142,79 €