cosa: Bound Constrained Optimal Sample Allocation

Implements bound constrained optimization of sample sizes in power analysis of multilevel regression discontinuity studies (RDDs) and multilevel randomized controlled trials (RCTs) with continuous outcomes. Functions for statistical power and minimum detectable effect size calculations are also provided. Bulus, M. (2017). Design Considerations in Three-level Regression Discontinuity Studies (Doctoral dissertation). University of Missouri, Columbia, MO.

Version: 1.2.1
Imports: nloptr (≥ 1.0.4)
Suggests: knitr, rmarkdown
Published: 2018-12-16
Author: Metin Bulus [aut, cre, cph], Nianbo Dong [aut, cph]
Maintainer: Metin Bulus <bulusmetin at gmail.com>
License: GPL (≥ 3)
NeedsCompilation: no
Citation: cosa citation info
Materials: README NEWS
CRAN checks: cosa results

Downloads:

Reference manual: cosa.pdf
Vignettes: COSA Tutorial
Package source: cosa_1.2.1.tar.gz
Windows binaries: r-devel: cosa_1.2.1.zip, r-release: cosa_1.2.1.zip, r-oldrel: cosa_1.2.1.zip
OS X binaries: r-release: cosa_1.2.1.tgz, r-oldrel: cosa_1.2.1.tgz
Old sources: cosa archive

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