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stat.ME2025
Estimating Transition Rates in Two-State Non-Homogeneous Markov Jump Processes with Intermittent Observations: A Pseudo-Marginal McMC Approach via Honest Times
Dario Gasbarra, Sangita Kulathinal, Etienne Sebag
A possibly time-dependent transition intensity matrix or generator characterizes the law of a Markov jump process (MP). For a time homogeneous MP, the transition probabili…
stat.ME2024
Efficiency gain in association studies based on population surveys by augmenting outcome data from the target population
Tommi Härkänen, Sangita Kulathinal, Arya Panthalanickal Vijayakumar
Routinely collected nation-wide registers contain socio-economic and health-related information from a large number of individuals. However, important information on lifestyle, bio…