Nothing
stratamatch: Stratification and Matching for Large Observational Data Sets
A pilot matching design to automatically stratify and match large datasets. The manual_stratify() function allows users to manually stratify a dataset based on categorical variables of interest, while the auto_stratify() function does automatically by allocating a held-aside (pilot) data set, fitting a prognostic score (see Hansen (2008) <doi:10.1093/biomet/asn004>) on the pilot set, and stratifying the data set based on prognostic score quantiles. The strata_match() function then does optimal matching of the data set in parallel within strata.
Getting started
Browse package contents
Package details |
|
|---|---|
| Author | Rachael C. Aikens [aut, cre], Joseph Rigdon [aut], Justin Lee [aut], Michael Baiocchi [aut], Jonathan Chen [aut] |
| Maintainer | Rachael C. Aikens <rockyaikens@gmail.com> |
| License | GPL-3 |
| Version | 0.1.9 |
| URL | https://github.com/raikens1/stratamatch |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
|
Try the stratamatch package in your browser
Any scripts or data that you put into this service are public.
