Package: FLAME 2.1.1.9000

Vittorio Orlandi

FLAME: Interpretable Matching for Causal Inference

Efficient implementations of the algorithms in the Almost-Matching-Exactly framework for interpretable matching in causal inference. These algorithms match units via a learned, weighted Hamming distance that determines which covariates are more important to match on. For more information and examples, see the Almost-Matching-Exactly website.

Authors:Vittorio Orlandi [aut, cre], Sudeepa Roy [aut], Cynthia Rudin [aut], Alexander Volfovsky [aut]

FLAME_2.1.1.9000.tar.gz
FLAME_2.1.1.9000.zip(r-4.5)FLAME_2.1.1.9000.zip(r-4.4)FLAME_2.1.1.9000.zip(r-4.3)
FLAME_2.1.1.9000.tgz(r-4.5-any)FLAME_2.1.1.9000.tgz(r-4.4-any)FLAME_2.1.1.9000.tgz(r-4.3-any)
FLAME_2.1.1.9000.tar.gz(r-4.5-noble)FLAME_2.1.1.9000.tar.gz(r-4.4-noble)
FLAME_2.1.1.9000.tgz(r-4.4-emscripten)FLAME_2.1.1.9000.tgz(r-4.3-emscripten)
FLAME.pdf |FLAME.html✨
FLAME/json (API)

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

Bug tracker:https://github.com/vittorioorlandi/flame/issues

On CRAN:

5.70 score 5 stars 20 scripts 813 downloads 256 mentions 8 exports 11 dependencies

Last updated 3 years agofrom:c7c26df8d3. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 13 2025
R-4.5-winOKFeb 13 2025
R-4.5-macOKFeb 13 2025
R-4.5-linuxOKFeb 13 2025
R-4.4-winOKFeb 13 2025
R-4.4-macOKFeb 13 2025
R-4.3-winOKFeb 13 2025
R-4.3-macOKFeb 13 2025

Exports:ATCATEATTCATEDAMEFLAMEgen_dataMG

Dependencies:codetoolsforeachglmnetgmpiteratorslatticeMatrixRcppRcppEigenshapesurvival

Introduction to Almost Matching Exactly

Vittorio Orlandi

Rendered fromintro_to_AME.Rmdusingknitr::rmarkdownon Feb 13 2025.

Last update: 2021-07-10
Started: 2021-07-01