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Simulating and Fitting a Spatiotemporal ZINB-GP Model3 months ago
The model | Build a correctly paired space-time design | Baselines and intercepts | Draw latent effects and counts | Fit the full model | Predict at new locations and times | Interpret posterior draws
Oregon Landslides: A Spatiotemporal ZINB-GP Case Study3 months ago
Scope of the analysis | Read and align the panel | Describe the data before fitting | Distance matrices and model fit | Fixed effects | Reconstruct and recenter baseline effects | Posterior fitted means | MCMC wrappers and effective sample size