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)
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.0
LazyData: true
Config/testthat/edition: 3
Repository: https://ngreifer.r-universe.dev
Date/Publication: 2024-02-08 16:01:33 UTC
RemoteUrl: https://github.com/ngreifer/lmw
RemoteRef: HEAD
RemoteSha: e86a8f967fda6dfeddb59bf2f2e9484db4c44a11
NeedsCompilation: no
Packaged: 2026-06-15 11:47:55 UTC; root
Author: Ambarish Chattopadhyay [aut] (ORCID:
    <https://orcid.org/0000-0002-1502-0974>),
  Noah Greifer [aut, cre] (ORCID:
    <https://orcid.org/0000-0003-3067-7154>),
  Jose Zubizarreta [aut] (ORCID: <https://orcid.org/0000-0002-0322-147X>)
Maintainer: Noah Greifer <ngreifer@iq.harvard.edu>