SeqExpMatch {SeqExpMatch}

Sequential Experimental Designs via Matching On-the-Fly

Description

SeqExpMatch

Details

Generates the following sequential two-arm experimental designs (1) completely randomized (Bernoulli) (2) balanced completely randomized (3) Efron's (1971) Biased Coin (4) Atkinson's (1982) Covariate-Adjusted Biased Coin (5) Kapelner and Krieger's (2014) Covariate-Adjusted Matching on the Fly (6) Kapelner and Krieger's (2021) CARA Matching on the Fly with Weighted Covariates (7) Kapelner and Krieger's (2021) CARA Matching on the Fly with Weighted Covariates Stepwise

Author(s)

Adam Kapelner [e-mail]

References

Adam Kapelner and Abba Krieger A Matching Procedure for Sequential Experiments that Iteratively Learns which Covariates Improve Power, Arxiv 2010.05980