cobalt

R 패키지 메타데이터와 수집 신호를 모아 봅니다.

Packages / CRAN / cobalt

cobalt

v4.6.2

cobalt

Repository CRANLicense GPL (>= 2)Lifecycle activeNeeds compilation no

Package page Reference Source DOI README NEWS

DOI

10.32614/CRAN.package.cobalt

Task views

Causal Inference, Missing Data

Reverse imports

318

Core Signals

첫 화면에서 판단해야 할 수집 신호를 먼저 배치합니다.

Task views

Causal Inference, Missing Data

Reverse imports

318

Supported Backends

DESCRIPTION에서 감지한 backend 관련 package입니다.

backend package 신호가 없습니다.

Quick Facts

기본 메타데이터를 작은 카드와 토큰으로 압축합니다.

profile

Repository

CRAN

Version

4.6.2

License

GPL (>= 2)

Lifecycle

active

Needs compilation

Reverse imports

318

Last observed

2026-05-30

CRAN: cran.r-project.org/package=cobalt

수집 소스별 패키지 정보

1개 소스

CRAN

4.6.2

2026-05-30

License

GPL (>= 2)

Depends

R (>= 4.1.0)

Imports

stats, utils, grid, grDevices, ggplot2 (>= 3.5.0), gtable (>= 0.3.6), gridExtra (>= 2.3), chk (>= 0.10.0), rlang (>= 1.1.5), cli (>= 3.6.5)

Suggests

MatchIt (>= 4.0.0), WeightIt (>= 1.0.0), twang (>= 1.6), twangContinuous, Matching, optmatch, ebal, CBPS (>= 0.17), optweight, mice (>= 3.8.0), MatchThem (>= 0.9.3), cem (>= 1.1.30), sbw (>= 1.1.5), gbm (>= 2.1.7), brglm2 (>= 0.9), caret, knitr, rmarkdown, testthat (>= 3.0.0)

Needs compilation

Reverse imports

318

Lifecycle

active

Last observed

2026-05-30 10:45:11

이 패키지가 의존하는 패키지

5개 표시전체 29개

Package	Type	Spec
chk CRAN · 4.6.2 · 2026-05-30	Imports	chk (>= 0.10.0)
cli CRAN · 4.6.2 · 2026-05-30	Imports	cli (>= 3.6.5)
ggplot2 CRAN · 4.6.2 · 2026-05-30	Imports	ggplot2 (>= 3.5.0)
grDevices CRAN · 4.6.2 · 2026-05-30	Imports	grDevices
grid CRAN · 4.6.2 · 2026-05-30	Imports	grid
gridExtra CRAN · 4.6.2 · 2026-05-30	Imports	gridExtra (>= 2.3)
gtable CRAN · 4.6.2 · 2026-05-30	Imports	gtable (>= 0.3.6)
rlang CRAN · 4.6.2 · 2026-05-30	Imports	rlang (>= 1.1.5)
stats CRAN · 4.6.2 · 2026-05-30	Imports	stats
utils CRAN · 4.6.2 · 2026-05-30	Imports	utils
brglm2 CRAN · 4.6.2 · 2026-05-30	Suggests	brglm2 (>= 0.9)
caret CRAN · 4.6.2 · 2026-05-30	Suggests	caret
CBPS CRAN · 4.6.2 · 2026-05-30	Suggests	CBPS (>= 0.17)
cem CRAN · 4.6.2 · 2026-05-30	Suggests	cem (>= 1.1.30)
ebal CRAN · 4.6.2 · 2026-05-30	Suggests	ebal
gbm CRAN · 4.6.2 · 2026-05-30	Suggests	gbm (>= 2.1.7)
knitr CRAN · 4.6.2 · 2026-05-30	Suggests	knitr
Matching CRAN · 4.6.2 · 2026-05-30	Suggests	Matching
MatchIt CRAN · 4.6.2 · 2026-05-30	Suggests	MatchIt (>= 4.0.0)
MatchThem CRAN · 4.6.2 · 2026-05-30	Suggests	MatchThem (>= 0.9.3)
mice CRAN · 4.6.2 · 2026-05-30	Suggests	mice (>= 3.8.0)
optmatch CRAN · 4.6.2 · 2026-05-30	Suggests	optmatch
optweight CRAN · 4.6.2 · 2026-05-30	Suggests	optweight
rmarkdown CRAN · 4.6.2 · 2026-05-30	Suggests	rmarkdown
sbw CRAN · 4.6.2 · 2026-05-30	Suggests	sbw (>= 1.1.5)
testthat CRAN · 4.6.2 · 2026-05-30	Suggests	testthat (>= 3.0.0)
twang CRAN · 4.6.2 · 2026-05-30	Suggests	twang (>= 1.6)
twangContinuous CRAN · 4.6.2 · 2026-05-30	Suggests	twangContinuous
WeightIt CRAN · 4.6.2 · 2026-05-30	Suggests	WeightIt (>= 1.0.0)
검색 결과가 없습니다.

1 / 6

이 패키지를 쓰는 패키지

5개 표시전체 22개

Package	Type	Spec
beastt 0.0.3 CRAN · 2026-05-30	Imports	cobalt
debiasedTrialEmulation 0.1.2 CRAN · 2026-05-30	Imports	cobalt
missDiag 1.0.1 CRAN · 2026-05-30	Imports	cobalt (>= 4.1.0)
MultiObjMatch 1.0.0 CRAN · 2026-05-30	Imports	cobalt
mvGPS 1.2.2 CRAN · 2026-05-30	Imports	cobalt
pda 1.3.0 CRAN · 2026-05-30	Imports	cobalt
sim.BA 0.1.0 CRAN · 2026-05-30	Imports	cobalt (>= 4.5.3)
WeightIt 1.7.0 CRAN · 2026-05-30	Imports	cobalt (>= 4.6.1)
causalCmprsk 2.0.0 CRAN · 2026-05-30	Suggests	cobalt
CausalSpline 0.1.0 CRAN · 2026-05-30	Suggests	cobalt
couplr 1.4.1 CRAN · 2026-05-30	Suggests	cobalt
fwb 0.6.0 CRAN · 2026-05-30	Suggests	cobalt
halfmoon 0.2.0 CRAN · 2026-05-30	Suggests	cobalt
independenceWeights 0.0.1 CRAN · 2026-05-30	Suggests	cobalt
insight 1.5.1 CRAN · 2026-05-30	Suggests	cobalt
magentabook 0.1.0 CRAN · 2026-05-30	Suggests	cobalt
marginaleffects 0.32.0 CRAN · 2026-05-30	Suggests	cobalt
MatchIt 4.7.2 CRAN · 2026-05-30	Suggests	cobalt (>= 4.2.3)
MatchThem 1.2.1 CRAN · 2026-05-30	Suggests	cobalt (>= 4.0.0)
optweight 2.0.1 CRAN · 2026-05-30	Suggests	cobalt (>= 4.6.0)
parameters 0.29.1 CRAN · 2026-05-30	Suggests	cobalt
psborrow2 0.0.5.1 CRAN · 2026-05-30	Suggests	cobalt
검색 결과가 없습니다.

1 / 5

Reverse dependency summary

2 types

Type	Packages
Imports	8
Suggests	14

패키지 페이지

Reverse imports

Reverse suggests

All links

Repository: CRAN
Version: 4.6.2
Collected: 2026-05-22 03:28:19
Package page: https://cran.r-project.org/web/packages/cobalt/index.html
DOI: 10.32614/CRAN.package.cobalt
CRAN checks: https://cran.r-project.org/web/checks/check_results_cobalt.html
README: https://cran.r-project.org/web/packages/cobalt/readme/README.html
NEWS: https://cran.r-project.org/web/packages/cobalt/news/news.html
Reference HTML: https://cran.r-project.org/web/packages/cobalt/refman/cobalt.html
Reference PDF: https://cran.r-project.org/web/packages/cobalt/cobalt.pdf
Source package: https://cran.r-project.org/src/contrib/cobalt_4.6.2.tar.gz
Archive: https://CRAN.R-project.org/src/contrib/Archive/cobalt

In views

CausalInferenceMissingData

Page fields

Author: Noah Greifer [aut, cre]
BugReports: https://github.com/ngreifer/cobalt/issues
CRAN Checks: cobalt results
DOI: 10.32614/CRAN.package.cobalt
In Views: CausalInference , MissingData
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
Maintainer: Noah Greifer <noah.greifer at gmail.com>
Materials: README , NEWS
NeedsCompilation: no
Old Sources: cobalt archive
Package Source: cobalt_4.6.2.tar.gz
Published: 2026-01-29
Reference Manual: cobalt.html , cobalt.pdf
Reverse Imports: beastt , debiasedTrialEmulation , missDiag , MultiObjMatch , mvGPS , pda , sim.BA , WeightIt
Reverse Suggests: causalCmprsk , CausalSpline , couplr , fwb , halfmoon , independenceWeights , insight , magentabook , marginaleffects , MatchIt , MatchThem , nullranges , optweight , parameters , psborrow2
URL: https://ngreifer.github.io/cobalt/ , https://github.com/ngreifer/cobalt
Version: 4.6.2
Vignettes: Covariate Balance Tables and Plots: A Guide to the *cobalt* Package ( source ) Frequently Asked Questions ( source ) Using cobalt with Longitudinal Treatments ( source ) Using 'love.plot()' To Generate Love Plots ( source ) Optimizing Tuning Parameters for Balance ( source ) Using cobalt with Other Preprocessing Packages ( source ) Using cobalt with Clustered, Multiply Imputed, and Other Segmented Data ( source )
Windows Binaries: r-devel: cobalt_4.6.2.zip , r-release: cobalt_4.6.2.zip , r-oldrel: cobalt_4.6.2.zip
MacOS Binaries: r-release (arm64): cobalt_4.6.2.tgz , r-oldrel (arm64): cobalt_4.6.2.tgz , r-release (x86_64): cobalt_4.6.2.tgz , r-oldrel (x86_64): cobalt_4.6.2.tgz

Version

4.6.2

Published

2026-01-29

DOI

10.32614/CRAN.package.cobalt

Author

Noah Greifer [aut, cre]

https://orcid.org/0000-0003-3067-7154

Maintainer

Noah Greifer <noah.greifer at gmail.com>

BugReports

https://github.com/ngreifer/cobalt/issues

License

GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]

GPL-2 GPL-3

URL

https://ngreifer.github.io/cobalt/ , https://github.com/ngreifer/cobalt

https://ngreifer.github.io/cobalt/https://github.com/ngreifer/cobalt

NeedsCompilation

Materials

README , NEWS

README NEWS

In Views

CausalInference , MissingData

CausalInference MissingData

CRAN Checks

cobalt results

Reference Manual

cobalt.html , cobalt.pdf

cobalt.html cobalt.pdf

Vignettes

Covariate Balance Tables and Plots: A Guide to the *cobalt* Package ( source ) Frequently Asked Questions ( source ) Using cobalt with Longitudinal Treatments ( source ) Using 'love.plot()' To Generate Love Plots ( source ) Optimizing Tuning Parameters for Balance ( source ) Using cobalt with Other Preprocessing Packages ( source ) Using cobalt with Clustered, Multiply Imputed, and Other Segmented Data ( source )

Covariate Balance Tables and Plots: A Guide to the *cobalt* Package source Frequently Asked Questions source Using cobalt with Longitudinal Treatments source Using 'love.plot()' To Generate Love Plots source Optimizing Tuning Parameters for Balance source Using cobalt with Other Preprocessing Packages source Using cobalt with Clustered, Multiply Imputed, and Other Segmented Data source

Package Source

cobalt_4.6.2.tar.gz

Windows Binaries

r-devel: cobalt_4.6.2.zip , r-release: cobalt_4.6.2.zip , r-oldrel: cobalt_4.6.2.zip

cobalt_4.6.2.zip cobalt_4.6.2.zip cobalt_4.6.2.zip

MacOS Binaries

r-release (arm64): cobalt_4.6.2.tgz , r-oldrel (arm64): cobalt_4.6.2.tgz , r-release (x86_64): cobalt_4.6.2.tgz , r-oldrel (x86_64): cobalt_4.6.2.tgz

cobalt_4.6.2.tgz cobalt_4.6.2.tgz cobalt_4.6.2.tgz cobalt_4.6.2.tgz

Old Sources

cobalt archive

Reverse Imports

beastt , debiasedTrialEmulation , missDiag , MultiObjMatch , mvGPS , pda , sim.BA , WeightIt

beastt debiasedTrialEmulation missDiag MultiObjMatch mvGPS pda sim.BA WeightIt

Reverse Suggests

causalCmprsk , CausalSpline , couplr , fwb , halfmoon , independenceWeights , insight , magentabook , marginaleffects , MatchIt , MatchThem , nullranges , optweight , parameters , psborrow2

causalCmprsk CausalSpline couplr fwb halfmoon independenceWeights insight magentabook marginaleffects MatchIt MatchThem nullranges optweight parameters psborrow2

Page sections 4

Documentation

Heading

Documentation

Links

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Text

Reference manual: cobalt.html , cobalt.pdf Vignettes: Covariate Balance Tables and Plots: A Guide to the *cobalt* Package ( source ) Frequently Asked Questions ( source ) Using cobalt with Longitudinal Treatments ( source ) Using 'love.plot()' To Generate Love Plots ( source ) Optimizing Tuning Parameters for Balance ( source ) Using cobalt with Other Preprocessing Packages ( source ) Using cobalt with Clustered, Multiply Imputed, and Other Segmented Data ( source )

Downloads

Heading

Downloads

Links

[{"label":"cobalt_4.6.2.tar.gz","section":"","type":"","url":"https://cran.r-project.org/src/contrib/cobalt_4.6.2.tar.gz"},{"label":"cobalt_4.6.2.zip","section":"","type":"","url":"https://cran.r-project.org/bin/windows/contrib/4.7/cobalt_4.6.2.zip"},{"label":"cobalt_4.6.2.zip","section":"","type":"","url":"https://cran.r-project.org/bin/windows/contrib/4.6/cobalt_4.6.2.zip"},{"label":"cobalt_4.6.2.zip","section":"","type":"","url":"https://cran.r-project.org/bin/windows/contrib/4.5/cobalt_4.6.2.zip"},{"label":"cobalt_4.6.2.tgz","section":"","type":"","url":"https://cran.r-project.org/bin/macosx/sonoma-arm64/contrib/4.6/cobalt_4.6.2.tgz"},{"label":"cobalt_4.6.2.tgz","section":"","type":"","url":"https://cran.r-project.org/bin/macosx/big-sur-arm64/contrib/4.5/cobalt_4.6.2.tgz"},{"label":"cobalt_4.6.2.tgz","section":"","type":"","url":"https://cran.r-project.org/bin/macosx/big-sur-x86_64/contrib/4.6/cobalt_4.6.2.tgz"},{"label":"cobalt_4.6.2.tgz","section":"","type":"","url":"https://cran.r-project.org/bin/macosx/big-sur-x86_64/contrib/4.5/cobalt_4.6.2.tgz"},{"label":"cobalt archive","section":"","type":"","url":"https://CRAN.R-project.org/src/contrib/Archive/cobalt"}]

Text

Package source: cobalt_4.6.2.tar.gz Windows binaries: r-devel: cobalt_4.6.2.zip , r-release: cobalt_4.6.2.zip , r-oldrel: cobalt_4.6.2.zip macOS binaries: r-release (arm64): cobalt_4.6.2.tgz , r-oldrel (arm64): cobalt_4.6.2.tgz , r-release (x86_64): cobalt_4.6.2.tgz , r-oldrel (x86_64): cobalt_4.6.2.tgz Old sources: cobalt archive

Reverse dependencies

Heading

Reverse dependencies

Links

[{"label":"beastt","section":"","type":"","url":"https://cran.r-project.org/web/packages/beastt/index.html"},{"label":"debiasedTrialEmulation","section":"","type":"","url":"https://cran.r-project.org/web/packages/debiasedTrialEmulation/index.html"},{"label":"missDiag","section":"","type":"","url":"https://cran.r-project.org/web/packages/missDiag/index.html"},{"label":"MultiObjMatch","section":"","type":"","url":"https://cran.r-project.org/web/packages/MultiObjMatch/index.html"},{"label":"mvGPS","section":"","type":"","url":"https://cran.r-project.org/web/packages/mvGPS/index.html"},{"label":"pda","section":"","type":"","url":"https://cran.r-project.org/web/packages/pda/index.html"},{"label":"sim.BA","section":"","type":"","url":"https://cran.r-project.org/web/packages/sim.BA/index.html"},{"label":"WeightIt","section":"","type":"","url":"https://cran.r-project.org/web/packages/WeightIt/index.html"},{"label":"causalCmprsk","section":"","type":"","url":"https://cran.r-project.org/web/packages/causalCmprsk/index.html"},{"label":"CausalSpline","section":"","type":"","url":"https://cran.r-project.org/web/packages/CausalSpline/index.html"},{"label":"couplr","section":"","type":"","url":"https://cran.r-project.org/web/packages/couplr/index.html"},{"label":"fwb","section":"","type":"","url":"https://cran.r-project.org/web/packages/fwb/index.html"},{"label":"halfmoon","section":"","type":"","url":"https://cran.r-project.org/web/packages/halfmoon/index.html"},{"label":"independenceWeights","section":"","type":"","url":"https://cran.r-project.org/web/packages/independenceWeights/index.html"},{"label":"insight","section":"","type":"","url":"https://cran.r-project.org/web/packages/insight/index.html"},{"label":"magentabook","section":"","type":"","url":"https://cran.r-project.org/web/packages/magentabook/index.html"},{"label":"marginaleffects","section":"","type":"","url":"https://cran.r-project.org/web/packages/marginaleffects/index.html"},{"label":"MatchIt","section":"","type":"","url":"https://cran.r-project.org/web/packages/MatchIt/index.html"},{"label":"MatchThem","section":"","type":"","url":"https://cran.r-project.org/web/packages/MatchThem/index.html"},{"label":"nullranges","section":"","type":"","url":"https://www.bioconductor.org/packages/release/bioc/html/nullranges.html"}]

Text

Reverse imports: beastt , debiasedTrialEmulation , missDiag , MultiObjMatch , mvGPS , pda , sim.BA , WeightIt Reverse suggests: causalCmprsk , CausalSpline , couplr , fwb , halfmoon , independenceWeights , insight , magentabook , marginaleffects , MatchIt , MatchThem , nullranges , optweight , parameters , psborrow2

Linking

Heading

Linking

Links

[{"label":"https://CRAN.R-project.org/package=cobalt","section":"","type":"","url":"https://CRAN.R-project.org/package=cobalt"}]

Text

Please use the canonical form https://CRAN.R-project.org/package=cobalt to link to this page.

Materials 2

README NEWS

Documentation 16

cobalt.html cobalt.pdf Covariate Balance Tables and Plots: A Guide to the *cobalt* Package source Frequently Asked Questions source Using cobalt with Longitudinal Treatments source Using 'love.plot()' To Generate Love Plots source Optimizing Tuning Parameters for Balance source Using cobalt with Other Preprocessing Packages source Using cobalt with Clustered, Multiply Imputed, and Other Segmented Data source

Vignettes 14