Efficient Adaptive Experimental Design for Average Treatment Effect Estimation

Masahiro Kato, Takuya Ishihara, Junya Honda +1

We study how to efficiently estimate average treatment effects (ATEs) using adaptive experiments. In adaptive experiments, experimenters sequentially assign treatments to experimen…