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Includes functions for the construction of matched samples that are balanced and representative by design. Among others, these functions can be used for matching in observational studies with treated and control units, with cases and controls, in related settings with instrumental variables, and in discontinuity designs. Also, they can be used for the design of randomized experiments, for example, for matching before randomization. By default, 'designmatch' uses the 'highs' optimization solver, but its performance is greatly enhanced by the 'Gurobi' optimization solver and its associated R interface. For their installation, please follow the instructions at <https://www.gurobi.com/documentation/quickstart.html> and <https://www.gurobi.com/documentation/7.0/refman/r_api_overview.html>. We have also included directions in the gurobi_installation file in the inst folder.
| Version: | 0.5.4 |
| Depends: | R (≥ 3.2), lattice, MASS, slam, highs |
| Enhances: | gurobi, Rcplex, Rglpk, Rmosek, Rsymphony |
| Published: | 2023-08-29 |
| DOI: | 10.32614/CRAN.package.designmatch |
| Author: | Jose R. Zubizarreta, Cinar Kilcioglu, Juan P. Vielma, Eric R. Cohn |
| Maintainer: | Jose R. Zubizarreta <zubizarreta at hcp.med.harvard.edu> |
| License: | GPL-2 | GPL-3 |
| NeedsCompilation: | no |
| In views: | CausalInference, ExperimentalDesign |
| CRAN checks: | designmatch results |
| Reference manual: | designmatch.pdf |
| Package source: | designmatch_0.5.4.tar.gz |
| Windows binaries: | r-devel: designmatch_0.5.4.zip, r-release: designmatch_0.5.4.zip, r-oldrel: designmatch_0.5.4.zip |
| macOS binaries: | r-release (arm64): designmatch_0.5.4.tgz, r-oldrel (arm64): designmatch_0.5.4.tgz, r-release (x86_64): designmatch_0.5.4.tgz, r-oldrel (x86_64): designmatch_0.5.4.tgz |
| Old sources: | designmatch archive |
| Reverse suggests: | cobalt |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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