SeqExpMatch: Sequential Experimental Designs via Matching On-the-Fly
In SeqExpMatch: Sequential Experimental Design via Matching on-the-Fly
Description
Details
Author(s)
References
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 kapelner@qc.cuny.edu
References
Adam Kapelner and Abba Krieger A Matching Procedure for Sequential Experiments that Iteratively Learns which Covariates Improve Power, Arxiv 2010.05980
SeqExpMatch documentation built on June 1, 2021, 9:09 a.m.
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Description Details Author(s) References
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 kapelner@qc.cuny.edu
References
Adam Kapelner and Abba Krieger A Matching Procedure for Sequential Experiments that Iteratively Learns which Covariates Improve Power, Arxiv 2010.05980
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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