Greedy Experimental Design Construction

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.


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install.packages("GreedyExperimentalDesign")

1.2 by Adam Kapelner, 10 months ago


Browse source code at https://github.com/cran/GreedyExperimentalDesign


Authors: Adam Kapelner , David Azriel and Abba M. Krieger


Documentation:   PDF Manual  


GPL-3 license


Imports graphics, grDevices, stats

Depends on rJava, GreedyExperimentalDesignJARs

System requirements: Java (>= 7.0)


See at CRAN