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An Approximation Algorithm for Blocking of an Experimental Design

An Approximation Algorithm for Blocking of an Experimental Design

Abstract Blocked randomized designs are used to improve the precision of treatment effect estimates compared to a completely randomized design. A block is a set of units that are relatively homogeneous and consequently would tend to produce relatively similar outcomes if the treatment had no effect. The problem of finding …