In 2017 we published Beginner's Guide to Spatial, Temporal and Spatial-Temporal Ecological Data Analysis with R-INLA - Using GLM and GLMM -. Volume II has the title Beginner's Guide to Spatial, Temporal and Spatial-Temporal Ecological Data Analysis with R-INLA - Using GAM and Zero-Inflated Models -, and will be available towards the end of 2018.

In Volume I we explained how to apply linear regression models, generalised linear models (GLM), and generalised linear mixed-effects models (GLMM) to spatial, temporal, and spatial-temporal data. In Volume II we apply zero-inflated models and generalised additive (mixed-effects) models to spatial and spatial-temporal data. We also discuss models with more exotic distributions like the generalised Poisson distribution to deal with underdispersion and the beta distribution to analyse proportional data.

 

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