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Package: multe | ||
Title: Multiple Treatment Effects Regression | ||
Version: 1.0.0 | ||
Authors@R: | ||
c(person(given = "Michal", | ||
family = "Kolesár", | ||
role = c("aut", "cre"), | ||
email = "kolesarmi@googlemail.com", | ||
comment = c(ORCID = "0000-0002-2482-7796")), | ||
person(given= "Paul", | ||
family = "Goldsmith-Pinkham", | ||
role = "ctb", | ||
email = "paulgp@gmail.com"), | ||
person(given = "Peter", | ||
family = "Hull", | ||
role = "ctb", | ||
email = "peter_hull@brown.edu")) | ||
Description: Implements contamination bias diagnostics and alternative | ||
estimators for regressions with multiple treatments. The implementation is | ||
based on Goldsmith-Pinkham, Hull, and Kolesár (2022) <arXiv:2106.05024>. | ||
Depends: R (>= 4.3.0) | ||
License: MIT + file LICENSE | ||
Encoding: UTF-8 | ||
LazyData: true | ||
Imports: stats, nnet | ||
Suggests: spelling, knitr, formatR, rmarkdown, testthat (>= 3.0.0) | ||
Config/testthat/edition: 3 | ||
Language: en-US | ||
URL: https://github.com/kolesarm/multe | ||
BugReports: https://github.com/kolesarm/multe/issues | ||
RoxygenNote: 7.3.1 | ||
VignetteBuilder: knitr | ||
NeedsCompilation: no | ||
Packaged: 2024-02-13 18:22:24 UTC; kolesarm | ||
Author: Michal Kolesár [aut, cre] (<https://orcid.org/0000-0002-2482-7796>), | ||
Paul Goldsmith-Pinkham [ctb], | ||
Peter Hull [ctb] | ||
Maintainer: Michal Kolesár <kolesarmi@googlemail.com> | ||
Repository: CRAN | ||
Date/Publication: 2024-02-14 17:30:12 UTC |
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YEAR: 2023 | ||
COPYRIGHT HOLDER: Michal Kolesár |
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9b1bcd149314f3381f96d91777987a61 *DESCRIPTION | ||
cd20ec508921930c8e9918ea824859a3 *LICENSE | ||
12d3d1f827156e84388e2a8af5027a36 *NAMESPACE | ||
c966851924248cde6f0637a38c7ef7a7 *NEWS.md | ||
45d992118e8378e529e9d9210aaca1ba *R/docs.R | ||
f343e00edec7dbf6af37fb4d222a728c *R/functions.R | ||
18e3faa759312d2b9bc3f13fd4e7bc92 *R/multe.R | ||
7080893e02c49cd296d4424b9be55069 *build/partial.rdb | ||
62e83d480ebbd402d1e7353c608b5f87 *build/vignette.rds | ||
cb9559dc0c8d310db0b554d4bc138f5b *data/fl.rda | ||
b1145daefd8eaa24ef816d608c733a94 *inst/WORDLIST | ||
bd6c22b24262a07aa9994af3bc3b60e0 *inst/doc/multe.R | ||
a145847fc618d1586aec8fe9db6c4656 *inst/doc/multe.Rmd | ||
bfec53c61faa89cf675c628dbd6e973d *inst/doc/multe.pdf | ||
4a900ead7d2640e156c127fb0ec6f944 *man/fl.Rd | ||
942915d4b09ee72a02cea96837be791d *man/multe.Rd | ||
cfd29e708c87a72ad33acf76570706ba *tests/spelling.R | ||
c305255f998a691917b28e17b5065ed1 *tests/testthat.R | ||
1a549f3e1ef0f8b18d1847f2725059cb *tests/testthat/test-EHW-check.R | ||
a5a73e1f0b8e7480cf44522c07a745c3 *tests/testthat/test-hessian.R | ||
899023efa44859120c7cde6788af5d7d *vignettes/auto/library.el | ||
470c38614f40e576bcba9b6e037620c2 *vignettes/library.bib | ||
a145847fc618d1586aec8fe9db6c4656 *vignettes/multe.Rmd | ||
811ad5909d019277f6ab3d06ed76cd81 *vignettes/vignette_head.tex |
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# Generated by roxygen2: do not edit by hand | ||
|
||
S3method(print,multe) | ||
export(multe) |
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# multe 1.0.0 | ||
|
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## New Features | ||
|
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- The function `multe` computes contamination bias decomposition and alternative | ||
estimators using method developed in [Goldsmith-Pinkham, Hull, and Kolesár | ||
(2022)](https://arxiv.org/abs/2106.05024). |
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#' ECLS data from Fryer and Levitt (2013) | ||
#' | ||
#' This dataset contains a subset of the publicly available Early Childhood | ||
#' Longitudinal Study Birth Cohort data from Fryer and Levitt (2013). | ||
#' @format A data frame with 8806 rows corresponding to children and | ||
#' 21 columns corresponding to the variables: | ||
#' | ||
#' \describe{ | ||
#' | ||
#' \item{W1C0}{Sampling weights (first interview)} | ||
#' | ||
#' \item{W2C0}{Sampling weights (second interview)} | ||
#' | ||
#' \item{multiple_birth}{Multiple birth status} | ||
#' | ||
#' \item{parent_score}{Interviewer rating of the effectiveness of the `parent as | ||
#' a teacher', Nursing Child Assessment Teaching Scale (total score).} | ||
#' | ||
#' \item{SES_quintile}{Quintile of socioeconomic status} | ||
#' | ||
#' \item{region}{US region} | ||
#' | ||
#' \item{interviewer_ID_9}{Interviewer ID (first interview)} | ||
#' | ||
#' \item{interviewer_ID_24}{Interviewer ID (second interview)} | ||
#' | ||
#' \item{mom_age}{Age of mother} | ||
#' | ||
#' \item{days_premature}{Days premature} | ||
#' | ||
#' \item{siblings}{Number of siblings} | ||
#' | ||
#' \item{family_structure}{Family structure} | ||
#' | ||
#' \item{birthweight}{Birthweight category} | ||
#' | ||
#' \item{female}{Female} | ||
#' | ||
#' \item{mom_age_NA}{Age of mother missing} | ||
#' | ||
#' \item{age_9}{Age at first interview} | ||
#' | ||
#' \item{age_24}{Age at second interview} | ||
#' | ||
#' \item{std_iq_9}{Standardized IQ at first interview} | ||
#' | ||
#' \item{std_iq_24}{Standardized IQ at second interview} | ||
#' | ||
#' \item{parent_score_NA}{\code{parent_score} missing} | ||
#' | ||
#' \item{race}{Race} | ||
#' | ||
#' } | ||
#' @source \doi{10.3886/E112609V1} | ||
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||
#' @references{ | ||
#' | ||
#' \cite{Roland G Fryer and Steven D Levitt. Testing for racial differences in | ||
#' the mental ability of young children. American Economic Review, | ||
#' 103(2):981–1005, April 2013. \doi{10.1093/qje/qjy006}} | ||
#' | ||
#' } | ||
"fl" |
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