Package: DiPs 0.6.4

Ruoqi Yu

DiPs: Directional Penalties for Optimal Matching in Observational Studies

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>.

Authors:Ruoqi Yu

DiPs_0.6.4.tar.gz
DiPs_0.6.4.zip(r-4.5)DiPs_0.6.4.zip(r-4.4)DiPs_0.6.4.zip(r-4.3)
DiPs_0.6.4.tgz(r-4.5-any)DiPs_0.6.4.tgz(r-4.4-any)DiPs_0.6.4.tgz(r-4.3-any)
DiPs_0.6.4.tar.gz(r-4.5-noble)DiPs_0.6.4.tar.gz(r-4.4-noble)
DiPs_0.6.4.tgz(r-4.4-emscripten)DiPs_0.6.4.tgz(r-4.3-emscripten)
DiPs.pdf |DiPs.html✨
DiPs/json (API)

# Install 'DiPs' in R:
install.packages('DiPs', repos = c('https://ruoqiyu.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/ruoqiyu/dips/issues

Datasets:

On CRAN:

Conda:

2.15 score 14 scripts 396 downloads 9 exports 7 dependencies

Last updated 2 years agofrom:5caa7008d1. Checks:1 OK, 8 WARNING. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 05 2025
R-4.5-winWARNINGMar 05 2025
R-4.5-macWARNINGMar 05 2025
R-4.5-linuxWARNINGMar 05 2025
R-4.4-winWARNINGMar 05 2025
R-4.4-macWARNINGMar 05 2025
R-4.4-linuxWARNINGMar 05 2025
R-4.3-winWARNINGMar 05 2025
R-4.3-macWARNINGMar 05 2025

Exports:addcaliperaddDirectPenaltyaddMagnitudePenaltycheckedgenummaha_densemaha_sparsematchnet

Dependencies:BHMASSmvnfastplyrRcppRcppArmadillorlemon