Statistical Models and Learning Methods for Complex Data

Latent variable models are a powerful tool in various research fields when the constructs of interest are not directly observable. However, the likelihood-based model estimation can be problematic when dealing with many latent variables and/or random effects since the integrals involved in the likel... View More