Article

Parameterisation of epidemiological models from small field experiments: a case study of banana bunchy top virus transmission

2025-11-12

Abstract excerpt

Accurate estimation of epidemiological parameters from limited field data remains a major challenge in plant disease modeling. We present a novel data-augmented adaptive multiple importance sampling (DA-AMIS) framework that integrates Bayesian inference with stochastic epidemic modeling to estimate key transmission parameters from small field experiments. Using detailed individual-level observations from a 24-plan...

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Literature Corpus work: 1e804d9e-9923-5ed0-9035-4186b0a44026
DOI: 10.1101/2025.11.11.687876

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