microsynth: Synthetic Control Methods with Micro- And Meso-Level Data (original) (raw)
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> and Robbins and Davenport (2021) <doi:10.18637/jss.v097.i02>.
| Version: | 2.0.44 |
|---|---|
| Depends: | R (≥ 2.10) |
| Imports: | kernlab, methods, parallel, pracma, stats, survey, utils |
| Suggests: | knitr, LowRankQP, MASS, rmarkdown, xlsx |
| Published: | 2023-06-30 |
| DOI: | 10.32614/CRAN.package.microsynth |
| Author: | Michael Robbins [aut, cre], Steven Davenport [aut] |
| Maintainer: | Michael Robbins |
| License: | GPL-3 |
| NeedsCompilation: | no |
| Additional_repositories: | https://ssdavenport.github.io/drat |
| Citation: | microsynth citation info |
| Materials: | README NEWS |
| In views: | CausalInference |
| CRAN checks: | microsynth results |
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