A generalization of the 'Synth' package that is designed for data at a more granular level (e.g., micro-level). Provides functions to construct weights (including propensity score-type weights) and run analyses for synthetic control methods with micro- and meso-level data; see Robbins, Saunders, and Kilmer (2017) <doi:10.1080/01621459.2016.1213634>.
Version: | 1.0.9 |
Depends: | R (≥ 3.3.0) |
Imports: | boot, survey, MASS, stats, utils, kernlab, LowRankQP, nleqslv, pracma |
Suggests: | knitr, xlsx, rmarkdown |
Published: | 2018-05-16 |
Author: | Michael Robbins [aut, cre], Steven Davenport [aut] |
Maintainer: | Michael Robbins <mrobbins at rand.org> |
License: | GPL-3 |
URL: | https://github.com/ssdavenport/microsynth |
NeedsCompilation: | no |
CRAN checks: | microsynth results |
Reference manual: | microsynth.pdf |
Vignettes: |
Aggregating Matching Variables Over Time Ensuring Model Feasibility MicroSynth: A Tutorial |
Package source: | microsynth_1.0.9.tar.gz |
Windows binaries: | r-devel: microsynth_1.0.9.zip, r-release: microsynth_1.0.9.zip, r-oldrel: microsynth_1.0.9.zip |
OS X binaries: | r-release: microsynth_1.0.9.tgz, r-oldrel: microsynth_1.0.9.tgz |
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