Package: xtifedml
Type: Package
Title: Double Machine Learning for Static Panel Models with Interactive
        Fixed Effects
Version: 0.1.4
Date: 2026-09-22
Authors@R: c(person("Binzhi", "Chen", role = "aut",
             email = "Binzhi.Chen9@gmail.com",
             comment = c(ORCID = "0000-0002-5094-7740")),
       person("Annalivia", "Polselli", role = c("aut", "cre"),
             email = "apolselli.econ@gmail.com",
             comment = c(ORCID = "0009-0002-7579-7926")))
Maintainer: Annalivia Polselli <apolselli.econ@gmail.com>
Description: Implements partially linear panel regression (PLPR) models
        with interactive fixed effects, high-dimensional confounding
        variables, and an exogenous treatment variable within the
        double machine learning framework. Estimates the structural
        parameter (treatment effect) in static panel data models with
        interactive fixed effects using the approach established in
        Chen et al. (2026) <doi:10.48550/arXiv.2608.01137>. Builds on
        the object-oriented package 'DoubleML' (Bach et al., 2024)
        <doi:10.18637/jss.v108.i03> and 'xtdml' (Polselli, 2025)
        <doi:10.48550/arXiv.2512.15965>, using the 'mlr3' ecosystem.
License: GPL-2 | GPL-3
Encoding: UTF-8
Depends: R (>= 4.1.0)
Imports: R6 (>= 2.4.1), data.table (>= 1.12.8), mlr3 (>= 1.3.0),
        mlr3tuning (>= 1.5.0), mlr3learners (>= 0.13.0), mlr3misc (>=
        0.19.0), mvtnorm, utils, clusterGeneration, readstata13,
        magrittr, dplyr (>= 1.1.0), stats, MLmetrics, checkmate
Suggests: rpart, bbotk (>= 1.8.0), testthat (>= 3.0.0), paradox,
        mlr3pipelines, ranger, xgboost, glmnet
Config/roxygen2/version: 8.1.0
Config/testthat/edition: 3
NeedsCompilation: no
Packaged: 2026-09-30 14:13:52 UTC; root
Author: Binzhi Chen [aut] (ORCID:
        <https://orcid.org/0000-0002-5094-7740>), Annalivia Polselli
        [aut, cre] (ORCID: <https://orcid.org/0009-0002-7579-7926>)
Repository: https://cran.r-universe.dev
Date/Publication: 2026-09-30 13:56:20 UTC
RemoteUrl: https://github.com/cran/xtifedml
RemoteRef: HEAD
RemoteSha: 89a1d510e9b0f05742f03242d56f84b6b8cf45f8