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stat.CO2021★ 1 cited
Dynamic Mixture of Experts Models for Online Prediction
Parfait Munezero, Mattias Villani, Robert Kohn
A mixture of experts models the conditional density of a response variable using a mixture of regression models with covariate-dependent mixture weights. We extend the finite mixtu…
stat.CO2018
Efficient Particle Smoothing for Bayesian Inference in Dynamic Survival Models
Parfait Munezero
This article proposes an efficient Bayesian inference for piecewise exponential hazard (PEH) models, which allow the effect of a covariate on the survival time to vary over time. T…