Keiichiro Hijikata

Sparse Bayesian Joint Modal Estimation for Exploratory Item Factor Analysis

This study presents a scalable Bayesian estimation algorithm for sparse estimation in exploratory item factor analysis based on a classical Bayesian estimation method, namely Bayesian joint modal estimation (BJME). BJME jointly estimates the model parameters and factor scores by...