GAMBAS

Generating Advances in Modeling Biodiversity And ecosystem Services: statistical improvements and ecological relevance of joint species distribution models

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Extending statistical tools for JSDMs (Cirad)

This objective is dedicated to expanding statistical tools focused on over-dispersion and zero-inflation multivariate count data, variable selection and dimension reduction, and goodness-of-fit procedures for JSDMs.

Task2.1. Extending Probability distribution for multivariate count data
Task2.2. Variable selection and dimension reduction procedures adapted to JSDMs
Task2.3. Developing further goodness-of-fit test procedures for hierarchical models.

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