CRAN/E | DiPs

DiPs

Directional Penalties for Optimal Matching in Observational Studies

Installation

About

Improves the balance of optimal matching with near-fine balance by giving penalties on the unbalanced covariates with the unbalanced directions. Many directional penalties can also be viewed as Lagrange multipliers, pushing a matched sample in the direction of satisfying a linear constraint that would not be satisfied without penalization. Yu and Rosenbaum (2019) doi:10.1111/biom.13098.

Key Metrics

Version 0.6.4
Published 2022-08-07 622 days ago
Needs compilation? no
License MIT
License File
CRAN checks DiPs results

Downloads

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Maintainer

Maintainer

Ruoqi Yu

ruoqiyu125@gmail.com

Authors

Ruoqi Yu

Material

Reference manual
Package source

In Views

CausalInference

Additional repos

errickson.net/rrelaxiv/

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

DiPs archive

Imports

stats
plyr
mvnfast
methods
rlemon

Suggests

optmatch
rrelaxiv

Reverse Suggests

DOS2