3 papers
stat.ME2026
Empirical Likelihood with Generative AI
Jiguang Li, Sid Kankanala, Veronika Rockova
Moment conditions are widely used to identify parameters in models where the full likelihood is either unknown or intentionally left unspecified. Empirical likelihood methods addre…
stat.ME2026
Deep Computerized Adaptive Testing
Jiguang Li, Robert Gibbons, Veronika Rockova
Computerized adaptive tests (CATs) play a crucial role in educational assessment and diagnostic screening in behavioral health. Unlike traditional linear tests that administer a fi…
stat.ME2025
Sparse Bayesian Multidimensional Item Response Theory
Jiguang Li, Robert Gibbons, Veronika Rockova
Multivariate Item Response Theory (MIRT) is sought-after widely by applied researchers looking for interpretable (sparse) explanations underlying response patterns in questionnaire…