CRAN
GreedyExperimentalDesign 1.2
Greedy Experimental Design Construction
Released Jul 15, 2018 by Adam Kapelner
This package cannot yet be used with Renjin it depends on other packages which are not available: GreedyExperimentalDesignJARs 1.0
An older version of this package is
more compatible with Renjin.
Dependencies
GreedyExperimentalDesignJARs 1.0 rJava
Computes experimental designs for a two-arm experiment with covariates by greedily optimizing a balance objective function. This optimization provides lower variance for the treatment effect estimator (and higher power) while preserving a design that is close to complete randomization. We return all iterations of the designs for use in a permutation test. Additional functionality includes using branch and bound optimization (via Gurobi) and exhaustive enumeration.