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FLAME

Interpretable Matching for Causal Inference

Installation

About

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.

almost-matching-exactly.github.io
vittorioorlandi.github.io/
Bug report File report

Key Metrics

Version 2.1.1
Published 2021-12-07 842 days ago
Needs compilation? no
License MIT
License File
CRAN checks FLAME results

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Maintainer

Maintainer

Vittorio Orlandi

almost.matching.exactly@gmail.com

Authors

Vittorio Orlandi

aut / cre

Sudeepa Roy

aut

Cynthia Rudin

aut

Alexander Volfovsky

aut

Material

Reference manual
Package source

In Views

CausalInference

Vignettes

intro_to_AME

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

FLAME archive

Imports

glmnet
gmp

Suggests

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