Package: TSCI
Title: Tools for Causal Inference with Possibly Invalid Instrumental
        Variables
Version: 3.0.5
Authors@R: 
    c(
    person(given="David",
            family = "Carl",
            role = c("aut", "cre"),
            email = "david.carl@phd.unibocconi.it",
            comment = c(ORCID = "0000-0003-0615-0133")),
    person(given = "Corinne",
            family = "Emmenegger",
            role = c("aut"),
            email = "emmenegger@stat.math.ethz.ch", 
            comment = c(ORCID = "0000-0003-0353-8888")),
    person(given = "Wei",
            family = "Yuan",
            role = c("aut"),
            email = "wy204@stat.rutgers.edu"),
    person(given = "Mengchu",
            family = "Zheng",
            role = c("aut"),
            email = "mengchuzheng@link.cuhk.edu.cn"),
    person(given = "Zijian",
            family = "Guo",
            role = c("aut"),
            email = "zijguo@stat.rutgers.edu",
            comment = c(ORCID = "0000-0002-2888-7016")))
Description: Two stage curvature identification with machine learning for causal 
    inference in settings when instrumental variable regression is not suitable
    because of potentially invalid instrumental variables. Based on Guo and 
    Buehlmann (2022) "Two Stage Curvature Identification with Machine Learning: 
    Causal Inference with Possibly Invalid Instrumental Variables"
    <doi:10.48550/arXiv.2203.12808>. The vignette is available in Carl, Emmenegger, Bühlmann and Guo (2025) 
    "TSCI: Two Stage Curvature Identification for Causal Inference with Invalid Instruments in R" <doi:10.18637/jss.v114.i07>.
URL: https://github.com/dlcarl/TSCI
License: GPL (>= 3)
Encoding: UTF-8
RoxygenNote: 7.2.3
Depends: R (>= 4.0.0)
Suggests: fda, MASS, testthat (>= 3.0.0), withr
Config/testthat/edition: 3
Imports: xgboost, Rfast, stats, ranger, parallel, fastDummies
NeedsCompilation: no
Packaged: 2025-09-06 07:14:14 UTC; david
Author: David Carl [aut, cre] (ORCID: <https://orcid.org/0000-0003-0615-0133>),
  Corinne Emmenegger [aut] (ORCID:
    <https://orcid.org/0000-0003-0353-8888>),
  Wei Yuan [aut],
  Mengchu Zheng [aut],
  Zijian Guo [aut] (ORCID: <https://orcid.org/0000-0002-2888-7016>)
Maintainer: David Carl <david.carl@phd.unibocconi.it>
Repository: CRAN
Date/Publication: 2025-09-07 22:50:02 UTC
Built: R 4.6.0; ; 2026-04-26 10:54:35 UTC; unix
