bigmatch (0.4.1)

Making Optimal Matching Size-Scalable Using Optimal Calipers.

Implements optimal matching with near-fine balance in large observational studies with the use of optimal calipers to get a sparse network. The caliper is optimal in the sense that it is as small as possible such that a matching exists. The main functions in the 'bigmatch' package are optcal() to find the optimal caliper, optconstant() to find the optimal number of nearest neighbors and nfmatch() to find a near-fine balance match with a caliper and a restriction on number of nearest neighbors. Glover, F. (1967). . Lipski, W., Jr, and Preparata, F. P. (1981). . Rosenbaum, P.R. (1989). . Yang, D., Small, D. S., Silber, J. H., and Rosenbaum, P. R. (2012). .

Maintainer: Ruoqi Yu
Author(s): Ruoqi Yu

License: MIT+file LICENSE

Uses: liqueueR, mvnfast, plyr, rcbalance, optmatch

Released 11 months ago.