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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "apm" in publications use:'
type: software
license: GPL-2.0-or-later
title: 'apm: Averaged Prediction Models'
version: 0.1.1
doi: 10.32614/CRAN.package.apm
identifiers:
- type: url
  value: https://tl2624.github.io/apm/
abstract: 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.
authors:
- family-names: Leavitt
  given-names: Thomas
  email: thomas.leavitt@baruch.cuny.edu
  orcid: https://orcid.org/0000-0002-3668-6409
- family-names: Hatfield
  given-names: Laura
  orcid: https://orcid.org/0000-0003-0366-3929
- family-names: Greifer
  given-names: Noah
  email: ngreifer@iq.harvard.edu
  orcid: https://orcid.org/0000-0003-3067-7154
repository: https://tl2624.r-universe.dev
repository-code: https://github.com/tl2624/apm
commit: de1f2027a2edae4346fb91a009e6c7cf5cb316bf
url: https://github.com/tl2624/apm/
date-released: '2025-05-22'
contact:
- family-names: Leavitt
  given-names: Thomas
  email: thomas.leavitt@baruch.cuny.edu
  orcid: https://orcid.org/0000-0002-3668-6409