Probabilistic Programming for Birth-Death Models of Evolution Using an Alive Particle Filter with Delayed Sampling

Jan Kudlicka, Lawrence M. Murray, Fredrik Ronquist, Thomas B. Schön

Abstract: We consider probabilistic programming for birth-death models of evolution and introduce a new widely-applicable inference method that combines an extension of the alive particle filter (APF) with a...