DiPs

Directional Penalties for Optimal Matching in Observational Studies

CRAN Package

Improves the balance of optimal matching with near-fine balance by giving penalties on the unbalanced covariates with the unbalanced directions. Many directional penalties can also be viewed as Lagrange multipliers, pushing a matched sample in the direction of satisfying a linear constraint that would not be satisfied without penalization. Yu and Rosenbaum (2019) doi:10.1111/biom.13098.


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  • Imports3 packages
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