3 papers
stat.ME2026
Simultaneous false discovery rate control in location families
Zijun Gao, Wenjie Hu, Qingyuan Zhao
When testing a number of statistical hypotheses using data from location families, it is often useful to control the false discovery rate (FDR) not just for hypotheses of the null…
stat.ML2024
Counterfactual explainability and analysis of variance
Zijun Gao, Qingyuan Zhao
Existing tools for explaining complex models and systems are associational rather than causal and do not provide mechanistic understanding. We propose a new notion called counterfa…
stat.ME2024
Selective Randomization Inference for Adaptive Experiments
Tobias Freidling, Qingyuan Zhao, Zijun Gao
Adaptive experiments use preliminary analyses of the data to inform further course of action and are commonly used in many disciplines including medical and social sciences. Becaus…