#StackBounty: #mixed-model #spatial #spatio-temporal Modelling spatio-temporal data with repeated measurements

Bounty: 50

I would like to perform regression on an environmental dataset. The covariates are in the following form
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I realize that the 4 repeated measures for each region are dependent because they come from the same region. For this reason, a model with mixed effects should be used. I also suspect that the data is spatially and temporally correlated.

I am not sure what models I should try on my dataset first. I am open to anything from very advanced state-of-the-art models (preferred) to the more simple models that are taught in textbooks. I would appreciate suggestions from those that are familiar with spatio-temporal data.


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