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12/08/2022
The Lifebelt Particle Filter for robust estimation from low-valued count data
Particle filtering methods are well developed for continuous state-space...
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06/22/2022
Automatic Zig-Zag sampling in practice
Novel Monte Carlo methods to generate samples from a target distribution...
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05/25/2021
Efficient Bayesian model selection for coupled hidden Markov models with application to infectious diseases
Performing model selection for coupled hidden Markov models (CHMMs) is h...
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10/22/2020
Statistical methods for linking geostatistical maps and transmission models: Application to lymphatic filariasis in East Africa
Infectious diseases remain one of the major causes of human mortality an...
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08/17/2020