This book discusses advanced statistical methods that can be used to analyse ecological data. Most environmental collected data are measured repeatedly over time, or space and this requires the use of GLMM or GAMM methods. The book starts by revising regression, additive modelling, GAM and GLM, and then discusses dealing with spatial or temporal dependencies and nested data.Ecological Modelling 133:225a245 Pebesma EJ (2000) Gstat Usera#39;s manual ( 100+pp; PDF available from ... R package version 3.1a88 Plummer M, Best N, Cowles K, Vines K (2007) coda: Output analysis and diagnostics for MCMC.
|Title||:||Mixed Effects Models and Extensions in Ecology with R|
|Author||:||Alain Zuur, Elena N. Ieno, Neil Walker, Anatoly A. Saveliev, Graham M. Smith|
|Publisher||:||Springer Science & Business Media - 2009-03-05|