| Name : R-SeqExpMatch
| |
| Version : 0.1.0
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : lp153.1.12
| Date : 2024-06-14 11:34:33
|
| Group : Development/Libraries/Other
| Source RPM : R-SeqExpMatch-0.1.0-lp153.1.12.src.rpm
|
| Size : 0.13 MB
| |
| Packager : (none)
| |
| Summary : Sequential Experimental Design via Matching on-the-Fly
|
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>.
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RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
