stratamatch: stratamatch: stratify and match large data sets

In raikens1/stratamatch: Stratification and Matching for Large Observational Data Sets

stratamatch: stratify and match large data sets

Description

This package employs 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 within strata.

See Also

1. https://github.com/raikens1/stratamatch

raikens1/stratamatch documentation built on April 1, 2022, 9:48 p.m.