natstrat: Obtain Unweighted Natural Strata that Balance Many Covariates

Natural strata fix a constant ratio of controls to treated units within each stratum. This ratio need not be an integer. The control units are chosen using randomized rounding of a linear program that balances many covariates. To solve the linear program, the 'Gurobi' commercial optimization software is recommended, but not required. The 'gurobi' R package can be installed following the instructions at <https://www.gurobi.com/documentation/9.1/refman/ins_the_r_package.html>.

Package details

AuthorKatherine Brumberg [aut, cre]
MaintainerKatherine Brumberg <kbrum@wharton.upenn.edu>
LicenseGPL-3
Version1.0.0
URL https://github.com/kkbrum/natstrat https://kkbrum.github.io/natstrat/ https://www.gurobi.com/documentation/9.1/refman/ins_the_r_package.html
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("natstrat")

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natstrat documentation built on May 26, 2021, 9:06 a.m.