Package: SeqExpMatch
Type: Package
Title: Sequential Experimental Design via Matching on-the-Fly
Version: 0.1.0
Authors@R: c(
        person("Adam", "Kapelner", email = "kapelner@qc.cuny.edu", role = c("aut", "cre"), comment = c(ORCID = "0000-0001-5985-6792")),
        person("Abba", "Krieger", email = "krieger@wharton.upenn.edu", role = "aut")
    )
Description: 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 (Naive)
    (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 nonparametric randomization test) and
    (3) frequentist confidence intervals (only under the superpopulation sampling assumption currently). Details can be found
    in our publication: Kapelner and Krieger "A Matching Procedure for Sequential Experiments that Iteratively Learns which 
    Covariates Improve Power" (2020) <arXiv:2010.05980>.
License: GPL-3
Encoding: UTF-8
Depends: R6, checkmate, doParallel, R (>= 3.6.3)
Imports: stats
URL:
        https://github.com/kapelner/matching_on_the_fly_designs_R_package_and_paper_repr
RoxygenNote: 7.1.1
NeedsCompilation: no
Packaged: 2021-05-31 14:31:59 UTC; kapel
Author: Adam Kapelner [aut, cre] (<https://orcid.org/0000-0001-5985-6792>),
  Abba Krieger [aut]
Maintainer: Adam Kapelner <kapelner@qc.cuny.edu>
Repository: CRAN
Date/Publication: 2021-06-01 07:50:01 UTC
Built: R 4.1.3; ; 2023-04-17 15:51:33 UTC; windows
