Dongming Huang

A Generalized Framework for Approximate Co-Sufficient Sampling

2025 · arXiv (Cornell University)

Approximate co-sufficient sampling (aCSS) offers a principled route to hypothesis testing when null distributions are unknown, yet current implementations are confined to maximum likelihood estimators with smooth or linear regularization and provide little theoretical insight …