SeqExpMatch: Sequential Experimental Design via Matching on-the-Fly with
Estimation and Testing
DEPRECATED. This package is deprecated and no longer maintained; all of
its functionality has been superseded by the 'EDI' package, which provides faster,
more general, and actively maintained implementations of the same sequential designs
and inference procedures. Please migrate to 'EDI'. This package previously generated
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 Differential Covariate Weights
(7) Kapelner and Krieger's (2021) CARA Matching on the Fly with Differential Covariate Weights (Stepwise)
and also provides the following types of inference:
(1) estimation (with both Z-style estimators and OLS estimators),
(2) frequentist testing (via asymptotic distribution results and via employing the nonparameteric randomization test) and
(3) frequentist confidence intervals (only under the superpopulation sampling assumption currently).
Details can be found in Kapelner and Krieger (2021) <doi:10.1111/biom.13561>.
The 'EDI' package is on CRAN at <https://CRAN.R-project.org/package=EDI> and on
GitHub at <https://github.com/kapelner/EDI>.
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