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. Rosenbaum, P.R. (1989). <doi:10.1080/01621459.1989.10478868>. Yang, D., Small, D. S., Silber, J. H., and Rosenbaum, P. R. (2012). <doi:10.1111/j.1541-0420.2011.01691.x>.
| Version: | 0.2.0 |
| Imports: | rcbalance, stats, liqueueR, plyr, mvnfast, methods |
| Suggests: | optmatch |
| Published: | 2018-12-09 |
| Author: | Ruoqi Yu |
| Maintainer: | Ruoqi Yu <ruoqiyu at wharton.upenn.edu> |
| License: | file LICENSE |
| NeedsCompilation: | no |
| CRAN checks: | DiPs results |
| Reference manual: | DiPs.pdf |
| Package source: | DiPs_0.2.0.tar.gz |
| Windows binaries: | r-devel: DiPs_0.2.0.zip, r-release: DiPs_0.2.0.zip, r-oldrel: DiPs_0.2.0.zip |
| OS X binaries: | r-release: DiPs_0.2.0.tgz, r-oldrel: DiPs_0.2.0.tgz |
| Old sources: | DiPs archive |
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