3 papers
stat.ME2026
Latent Variable Models for Distributional Features
Luna Fazio, Paul-Christian Bürkner
Analyzing the mean response of study subjects in psychological research is a standard, well-justified practice. However, theoretical arguments and empirical evidence also suggest t…
stat.ME2025
Gaussian distributional structural equation models: A framework for modeling latent heteroscedasticity
Luna Fazio, Paul-Christian Bürkner
Accounting for the complexity of psychological theories requires methods that can predict not only changes in the means of latent variables -- such as personality factors, creativi…
stat.ME2025
Primed Priors for Simulation-Based Validation of Bayesian Models
Luna Fazio, Maximilian Scholz, Javier Enrique Aguilar +1
Simulation-based calibration (SBC) is a method for validating inference algorithms and model implementations through repeated inference on data simulated from a generative model. F…