279 citations · 581 across the 11 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
stat.AP2018★ 26 cited
Model Selection of Nested and Non-Nested Item Response Models using Vuong Tests
Lennart Schneider, R. Philip Chalmers, Rudolf Debelak +1
In this paper, we apply Vuong's (1989) general approach of model selection to the comparison of nested and non-nested unidimensional and multidimensional item response theory (IRT)…
stat.CO2018★ 107 cited
Bayesian comparison of latent variable models: Conditional vs marginal likelihoods
E. C. Merkle, D. Furr, S. Rabe-Hesketh
Typical Bayesian methods for models with latent variables (or random effects) involve directly sampling the latent variables along with the model parameters. In high-level software…