Machine Learning for Experimental Design: Methods for Improved Blocking

Brian Quistorff, Gentry Johnson

Restricting randomization in the design of experiments (e.g., using blocking/stratification, pair-wise matching, or rerandomization) can improve the treatment-control balance on im…