A Beginner's Guide to Generalized Additive Mixed Models with R
Edition: First Edition
Publisher: Highland Statistics Ltd
Published: 30 January, 2014
Place of publication: New York, USA
Language: eng
Format: Paperback
Number of pages: 350
ISBN-13: 9780957174153
Copyright date: ©2014
Description: This book is the foremost text on generalized additive mixed models. Presented from both the frequentist and Bayesian perspective using real ecological data, the theory is clearly explained, and the full working code in R is provided so that an analyst can easily employ these methods into their own research.
Notes: "The third in the Highland Statistics' Beginner's Guide series"--Back cover.
Listed as the fourth book of the series "Highland statistics Ltd. book series" on the back cover of Beginner's guide to spatial, temporal and spatial-temporal ecological data analysis with R-INLA.
Contains bibliographical references and indexes.
Table of contents: title: --Introduction; title: --Additive mixed effects models applied on polar bear movement data; title: --Additive mixed effects models applied on coral reef data; title: --Poisson GAMM applied on ruddy turnstone data; title: --GAMM applied or parasite data; title: --Zero-inflated sea bird data sampled at offshore wind farms; title: --Zero-inflated GAMM applied on harbor porpoise; title: --GAMMA GAMM applied on tree growth data; title: --Bernoulli GAMM applied on cowbird brood parasitism; title: --GAMM applied on maximum cod length using INLA; title: --Zero-inflated and spatial correlated common Scoter data