2 papers
stat.ME2026
A novel finite-sample testing procedure for composite null hypotheses via pointwise rejection
Joonha Park, Ming Wang
We propose a novel finite-sample procedure for testing composite null hypotheses. Traditional likelihood ratio tests based on asymptotic approximations often exhibit substan…
stat.ME2025
Scalable simulation-based inference for implicitly defined models using a metamodel for Monte Carlo log-likelihood estimator
Joonha Park
Models implicitly defined through a random simulator of a process have become widely used in scientific and industrial applications in recent years. However, simulation-based infer…