dynamic networks 1epidemic modeling 1likelihood inference 1partial observation 1stochastic processes 1
From the 1 of 2 linked papers with an AI index.
2 papers
math.ST2026
Identifiability and Information-Based Inference for Epidemic Transmission Models Under Partial Observation
Md Asaduzzaman
Inference for epidemic transmission on dynamic networks is fundamentally limited by latent infection times, incomplete contact histories, imperfect observation, and external source…
stat.ME2026
A Complete-Data Likelihood for Epidemic Processes on Partially Observed Dynamic Networks
Md Asaduzzaman
The paper proposes a unified complete-data likelihood framework that jointly models epidemic spread and partially observed dynamic contact networks, handling latent infection times…