GreedyExperimentalDesign (1.2)

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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.

Maintainer: Adam Kapelner
Author(s): Adam Kapelner, David Azriel and Abba M. Krieger

License: GPL-3

Uses: GreedyExperimentalDesignJARs, rJava

Released almost 2 years ago.

2 previous versions



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