Package: causalOT
Type: Package
Title: Optimal Transport Weights for Causal Inference
Version: 1.0.4
Date: 2026-03-07
Author: Eric Dunipace [aut, cre]
        (<https://orcid.org/0000-0001-8909-213X>)
Authors@R: 
    person("Eric", "Dunipace", 
        role = c("aut", "cre"),
        email = "edunipace@mail.harvard.edu",
        comment = c(ORCID = "0000-0001-8909-213X"))
Maintainer: Eric Dunipace <edunipace@mail.harvard.edu>
Description: Uses optimal transport distances to find probabilistic
        matching estimators for causal inference. These methods are
        described in Dunipace, Eric (2021)
        <doi:10.48550/arXiv.2109.01991>. The package will build the
        weights, estimate treatment effects, and calculate confidence
        intervals via the methods described in the paper. The package
        also supports several other methods as described in the help
        files.
License: GPL (==3.0)
Imports: CBPS, ggplot2, lbfgsb3c, loo, Matrix (>= 1.5-0), matrixStats,
        methods, osqp, R6 (>= 2.4.1), Rcpp (>= 1.0.3), rlang, sandwich,
        torch, utils
LinkingTo: BH (>= 1.66.0), Rcpp (>= 0.12.0), RcppEigen (>= 0.3.3.3.0),
        torch
Suggests: data.table (>= 1.12.8), testthat (>= 2.1.0), knitr,
        reticulate, rkeops (>= 2.2.2), rmarkdown, V8, withr
Additional_repositories: https://ericdunipace.github.io/drat/
Biarch: true
Depends: R (>= 4.1.0)
Roxygen: list(markdown = TRUE)
Encoding: UTF-8
RoxygenNote: 7.3.3
LazyData: true
VignetteBuilder: knitr, rmarkdown
Collate: 'DataSimClass.R' 'dataHolder.R' 'weightsClass.R' 'ESS.R'
        'OT.R' 'PSIS.R' 'RcppExports.R' 'balanceFunctions.R'
        'barycentricProjection.R' 'calc_weight.R' 'causalOT-package.R'
        'cost_functions.R' 'scmClass.R' 'gridSearch.R' 'cotClass.R'
        'cotOOP.R' 'cot_opts.R' 'likelihoodClass.R' 'mean_balance.R'
        'summary.R' 'supportedMethods.R' 'treatment_effect.R' 'utils.R'
        'zzz.R'
Config/pak/sysreqs: make
Repository: https://ericdunipace.r-universe.dev
Date/Publication: 2026-03-08 08:15:18 UTC
RemoteUrl: https://github.com/ericdunipace/causalot
RemoteRef: HEAD
RemoteSha: 9dab550633bf3e99f24dacd1b8cd74d3fdc178bd
NeedsCompilation: yes
Packaged: 2026-10-04 08:09:26 UTC; root