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DESCRIPTION
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DESCRIPTION
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Package: MatchIt
Version: 4.6.0
Title: Nonparametric Preprocessing for Parametric Causal Inference
Description: Selects matched samples of the original treated and
control groups with similar covariate distributions -- can be
used to match exactly on covariates, to match on propensity
scores, or perform a variety of other matching procedures. The
package also implements a series of recommendations offered in
Ho, Imai, King, and Stuart (2007) <DOI:10.1093/pan/mpl013>. (The
'gurobi' package, which is not on CRAN, is optional and comes with
an installation of the Gurobi Optimizer, available at
<https://www.gurobi.com>.)
Authors@R: c(
person("Daniel", "Ho", email = "[email protected]", role = c("aut"),
comment = c(ORCID = "0000-0002-2195-5469")),
person("Kosuke", "Imai", email = "[email protected]", role = c("aut"),
comment = c(ORCID = "0000-0002-2748-1022")),
person("Gary", "King", email = "[email protected]", role = c("aut"),
comment = c(ORCID = "0000-0002-5327-7631")),
person("Elizabeth", "Stuart", email = "[email protected]", role = c("aut"),
comment = c(ORCID = "0000-0002-9042-8611")),
person("Alex", "Whitworth", email = "[email protected]", role = c("ctb")),
person("Noah", "Greifer", role = c("cre", "aut"),
email = "[email protected]",
comment = c(ORCID="0000-0003-3067-7154"))
)
Depends:
R (>= 3.5.0)
Imports:
backports (>= 1.1.9),
chk (>= 0.8.1),
rlang (>= 1.1.0),
Rcpp,
utils,
stats,
graphics,
grDevices
Suggests:
optmatch (>= 0.10.6),
Matching,
rgenoud,
quickmatch (>= 0.2.1),
nnet,
rpart,
mgcv,
CBPS (>= 0.17),
dbarts (>= 0.9-28),
randomForest (>= 4.7-1),
glmnet (>= 4.0),
gbm (>= 2.1.7),
gurobi,
cobalt (>= 4.2.3),
boot,
marginaleffects (>= 0.19.0),
sandwich (>= 2.5-1),
survival,
RcppProgress (>= 0.4.2),
highs,
Rglpk,
Rsymphony,
knitr,
rmarkdown,
testthat (>= 3.0.0)
LinkingTo:
Rcpp,
RcppProgress
Encoding: UTF-8
LazyData: true
License: GPL (>=2)
URL: https://kosukeimai.github.io/MatchIt/,
https://github.com/kosukeimai/MatchIt
BugReports: https://github.com/kosukeimai/MatchIt/issues
VignetteBuilder: knitr
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Config/testthat/edition: 3