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Spatio-Temporal Disaggregation with Changing Areal Boundaries

stat.ME · 2026-06-23 · unverdicted · novelty 6.0

A spatio-temporal disaggregation method that replaces lognormal polygon effects with gamma overdispersion to obtain a marginal negative binomial likelihood, reducing latent variables and enabling fast inference via the Extended Latent Gaussian Model framework.

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  • Spatio-Temporal Disaggregation with Changing Areal Boundaries stat.ME · 2026-06-23 · unverdicted · none · ref 16

    A spatio-temporal disaggregation method that replaces lognormal polygon effects with gamma overdispersion to obtain a marginal negative binomial likelihood, reducing latent variables and enabling fast inference via the Extended Latent Gaussian Model framework.