2 papers
stat.AP2025
Dynamic Spatio-Temporal Sequential Ordinal Models: Application to Invasive Weeds
Geoffrey R. Hosack, Wen-Hsi Yang, Kyana N. Pike +7
The multivariate sequential ordinal model is investigated for use in the Bayesian analysis of spatio-temporal ordinal data. The sequential ordinal model likelihood is equivalent to…
stat.ML2023
Neural Likelihood Approximation for Integer Valued Time Series Data
Luke O'Loughlin, John Maclean, Andrew Black
Stochastic processes defined on integer valued state spaces are popular within the physical and biological sciences. These models are necessary for capturing the dynamics of small…