Package: RPIV
Title: Residual Prediction Tests for Well-Specification of Instrumental
        Variable Models
Version: 1.1.1
Authors@R: 
     person("Cyrill", "Scheidegger",
    email = "cyscheidegger@gmail.com",
    role = c("aut", "cre", "cph"), 
    comment = c(ORCID = "0009-0005-2851-1384"))
Description: Two tests for the well-specification of the linear
        instrumental variable model. The first test is based on trying
        to predict the residuals of a two-stage least-squares
        regression using a random forest. The second test is robust to
        weak-identification and based on trying to predict the
        residuals for a particular candidate parameter and can also be
        used to construct confidence sets with an Anderson-Rubin-type
        inversion. Details can be found in Scheidegger, Londschien and
        Bühlmann (2025) "Machine-learning-powered specification testing
        in linear instrumental variable models"
        <doi:10.48550/arXiv.2506.12771>.
URL: https://github.com/cyrillsch/RPIV
License: GPL (>= 3)
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
Imports: ranger, stats
Suggests: testthat (>= 3.0.0)
Config/testthat/edition: 3
Config/roxygen2/version: 8.1.0
Repository: https://cyrillsch.r-universe.dev
Date/Publication: 2026-09-04 08:42:30 UTC
RemoteUrl: https://github.com/cyrillsch/rpiv
RemoteRef: HEAD
RemoteSha: 793f7fea9fffa7aee48e1db65038f6ba12fbd3c2
NeedsCompilation: no
Packaged: 2026-10-04 10:34:30 UTC; root
Author: Cyrill Scheidegger [aut, cre, cph] (ORCID:
    <https://orcid.org/0009-0005-2851-1384>)
Maintainer: Cyrill Scheidegger <cyscheidegger@gmail.com>