Package: lmw
Type: Package
Title: Linear Model Weights
Version: 0.0.2
Authors@R: c(
  person("Ambarish", "Chattopadhyay", email = "ambarish_chattopadhyay@g.harvard.edu", role = c("aut"),
         comment = c(ORCID = "0000-0002-1502-0974")),
  person("Noah", "Greifer", role = c("aut", "cre"), 
         email = "ngreifer@iq.harvard.edu",
	       comment = c(ORCID="0000-0003-3067-7154")),
  person("Jose", "Zubizarreta", email = "zubizarreta@hcp.med.harvard.edu", role = c("aut"),
         comment = c(ORCID = "0000-0002-0322-147X"))
  )
Description: Computes the implied weights of linear regression models for estimating
     average causal effects and provides diagnostics based on these weights. These
     diagnostics rely on the analyses in Chattopadhyay and Zubizarreta (2023)
     <doi:10.1093/biomet/asac058> where
     several regression estimators are represented as weighting estimators, in connection
     to inverse probability weighting. 'lmw' provides tools to diagnose
     representativeness, balance, extrapolation, and influence for these models,
     clarifying the target population of inference. Tools are also available to
     simplify estimating treatment effects for specific target populations of interest.
License: GPL (>= 2)
Encoding: UTF-8
URL: https://github.com/ngreifer/lmw
BugReports: https://github.com/ngreifer/lmw/issues
Depends: R (>= 3.5.0)
Imports: chk (>= 0.9.1), sandwich (>= 3.0-2), backports (>= 1.4.1)
Suggests: MatchIt (>= 4.3.2), WeightIt (>= 0.14.2), marginaleffects (>=
        0.17.0), PSweight (>= 1.1.8), estimatr, lmtest, ivreg, mlogit,
        testthat (>= 3.0.0)
RoxygenNote: 7.3.0
LazyData: true
Config/testthat/edition: 3
NeedsCompilation: no
Packaged: 2024-02-08 16:01:46 UTC; NoahGreifer
Author: Ambarish Chattopadhyay [aut] (<https://orcid.org/0000-0002-1502-0974>),
  Noah Greifer [aut, cre] (<https://orcid.org/0000-0003-3067-7154>),
  Jose Zubizarreta [aut] (<https://orcid.org/0000-0002-0322-147X>)
Maintainer: Noah Greifer <ngreifer@iq.harvard.edu>
Repository: CRAN
Date/Publication: 2024-02-08 16:30:03 UTC
Built: R 4.6.0; ; 2026-04-26 01:05:11 UTC; unix
