Package: apm
Title: Averaged Prediction Models
Version: 0.1.1
Authors@R: 
  c(person("Thomas", "Leavitt", email = "thomas.leavitt@baruch.cuny.edu", role = c("aut", "cre"),
           comment = c(ORCID = "0000-0002-3668-6409")),
    person("Laura", "Hatfield", role = c("aut"),
           comment = c(ORCID = "0000-0003-0366-3929")),
    person("Noah", "Greifer", email = "ngreifer@iq.harvard.edu", role = c("aut"),
           comment = c(ORCID = "0000-0003-3067-7154")))
Description: In panel data settings, specifies set of candidate models,
        fits them to data from pre-treatment validation periods, and
        selects model as average over candidate models, weighting each
        by posterior probability of being most robust given its
        differential average prediction errors in pre-treatment
        validation periods. Subsequent estimation and inference of
        causal effect's bounds accounts for both model and sampling
        uncertainty, and calculates the robustness changepoint value at
        which bounds go from excluding to including 0. The package also
        includes a range of diagnostic plots, such as those
        illustrating models' differential average prediction errors and
        the posterior distribution of which model is most robust.
License: GPL (>= 2)
Depends: R (>= 3.5.0)
Imports: stats, ggplot2 (>= 3.5.1), ggh4x (>= 0.2.8), ggrepel (>=
        0.9.6), MASS, sandwich, pbapply (>= 1.7-2), fwb (>= 0.3.0), chk
        (>= 0.10.0)
Suggests: parallel, knitr, rmarkdown
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
LazyData: true
VignetteBuilder: knitr
URL: https://github.com/tl2624/apm/, https://tl2624.github.io/apm/
BugReports: https://github.com/tl2624/apm/issues
Repository: https://tl2624.r-universe.dev
Date/Publication: 2025-05-22 18:42:00 UTC
RemoteUrl: https://github.com/tl2624/apm
RemoteRef: HEAD
RemoteSha: de1f2027a2edae4346fb91a009e6c7cf5cb316bf
NeedsCompilation: no
Packaged: 2026-06-17 09:37:06 UTC; root
Author: Thomas Leavitt [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-3668-6409>),
  Laura Hatfield [aut] (ORCID: <https://orcid.org/0000-0003-0366-3929>),
  Noah Greifer [aut] (ORCID: <https://orcid.org/0000-0003-3067-7154>)
Maintainer: Thomas Leavitt <thomas.leavitt@baruch.cuny.edu>