SeqExpMatch: Sequential Experimental Design via Matching on-the-Fly with Estimation and Testing

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 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>.

Version:	0.1.1
Depends:	R6, checkmate, doParallel, R (≥ 3.6.3)
Imports:	stats
Published:	2026-08-19
DOI:	10.32614/CRAN.package.SeqExpMatch
Author:	Adam Kapelner [aut, cre], Abba Krieger [aut]
Maintainer:	Adam Kapelner <kapelner at qc.cuny.edu>
License:	GPL-3
NeedsCompilation:	no
Citation:	SeqExpMatch citation info
Materials:	NEWS
CRAN checks:	SeqExpMatch results

Documentation:

Reference manual:

SeqExpMatch.html , SeqExpMatch.pdf

Downloads:

Package source:	SeqExpMatch_0.1.1.tar.gz
Windows binaries:	r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries:	r-release (arm64): SeqExpMatch_0.1.1.tgz, r-oldrel (arm64): SeqExpMatch_0.1.1.tgz, r-release (x86_64): SeqExpMatch_0.1.1.tgz, r-oldrel (x86_64): SeqExpMatch_0.1.1.tgz
Old sources:	SeqExpMatch archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=SeqExpMatch to link to this page.