Sample-Efficient Multiple Testing with Adaptive Data Collection

Zhanran Lin, Wanteng Ma, Zhimei Ren +1

This paper studies adaptive experimental design for multiple testing, where an experimenter sequentially chooses which hypothesis to sample. We propose the e-value-based posterior…