23 citations · 43 across the 15 of their papers we have counts for
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stat.CO2024
Boosting Stochastic Optimisation for High-dimensional Latent Variable Models
Motonori Oka, Yunxiao Chen, Irini Moustaki
Latent variable models are widely used in social and behavioural sciences, including education, psychology, and political science. With the increasing availability of large and com…
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.…