1 citations · 2 across the 2 of their papers we have counts for
2 papers
stat.CO2013★ 1 cited
Explaining the behavior of joint and marginal Monte Carlo estimators in latent variable models with independence assumptions
Silia Vitoratou, Ioannis Ntzoufras, Irini Moustaki
In latent variable models the parameter estimation can be implemented by using the joint or the marginal likelihood, based on independence or conditional independence assumptions.…
stat.ME2013★ 1 cited
Thermodynamic assessment of probability distribution divergencies and Bayesian model comparison
Silia Vitoratou, Ioannis Ntzoufras
Within path sampling framework, we show that probability distribution divergences, such as the Chernoff information, can be estimated via thermodynamic integration. The Boltzmann-G…