54 citations · 66 across the 9 of their papers we have counts for
3 papers · 1 filter
Approximating evidence via bounded harmonic means
Dana Naderi, Christian P Robert, Kaniav Kamary +1
Efficient Bayesian model selection relies on the model evidence or marginal likelihood, whose computation often requires evaluating an intractable integral. The harmonic mean estim…
Computational Solutions for Bayesian Inference in Mixture Models
Gilles Celeux, Kaniav Kamary, Gertraud Malsiner-Walli +2
This chapter surveys the most standard Monte Carlo methods available for simulating from a posterior distribution associated with a mixture and conducts some experiments about the…
Bayesian estimation of discrete Burr distribution with two parameters
Halaleh Kamari, Hossein Bevrani, Kaniav Kamary
So far, various techniques have been implemented for generating discrete distributions based on continuous distributions. The characteristics and properties of this kind of probabi…