Package: cobalt 4.5.5.9000
cobalt: Covariate Balance Tables and Plots
Generate balance tables and plots for covariates of groups preprocessed through matching, weighting or subclassification, for example, using propensity scores. Includes integration with 'MatchIt', 'WeightIt', 'MatchThem', 'twang', 'Matching', 'optmatch', 'CBPS', 'ebal', 'cem', 'sbw', and 'designmatch' for assessing balance on the output of their preprocessing functions. Users can also specify data for balance assessment not generated through the above packages. Also included are methods for assessing balance in clustered or multiply imputed data sets or data sets with multi-category, continuous, or longitudinal treatments.
Authors:
cobalt_4.5.5.9000.tar.gz
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cobalt_4.5.5.9000.tgz(r-4.4-any)cobalt_4.5.5.9000.tgz(r-4.3-any)
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cobalt.pdf |cobalt.html✨
cobalt/json (API)
NEWS
# Install 'cobalt' in R: |
install.packages('cobalt', repos = c('https://ngreifer.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/ngreifer/cobalt/issues
- lalonde - Data from National Supported Work Demonstration and PSID, as analyzed by Dehejia and Wahba (1999).
- lalonde_mis - Data from National Supported Work Demonstration and PSID, as analyzed by Dehejia and Wahba (1999).
causal-inferencepropensity-scores
Last updated 8 months agofrom:8f97c5d5ec. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 02 2024 |
R-4.5-win | OK | Nov 02 2024 |
R-4.5-linux | OK | Nov 02 2024 |
R-4.4-win | OK | Nov 02 2024 |
R-4.4-mac | OK | Nov 02 2024 |
R-4.3-win | OK | Nov 02 2024 |
R-4.3-mac | OK | Nov 02 2024 |
Exports:available.statsbal.computebal.initbal.plotbal.tabcol_w_corrcol_w_covcol_w_kscol_w_meancol_w_ovlcol_w_sdcol_w_smdcol_w_vrf.buildget.cobalt.optionsget.wlove.plotset.cobalt.optionssplitfactorunsplitfactorvar.names
Dependencies:backportschkclicolorspacecrayonfansifarverggplot2gluegridExtragtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithr
Covariate Balance Tables and Plots: A Guide to the cobalt Package
Rendered fromcobalt.Rmd
usingknitr::rmarkdown
on Nov 02 2024.Last update: 2024-03-25
Started: 2016-07-18
Frequently Asked Questions
Rendered fromfaq.Rmd
usingknitr::rmarkdown
on Nov 02 2024.Last update: 2024-02-26
Started: 2024-02-26
Optimizing Tuning Parameters for Balance
Rendered fromoptimizing-balance.Rmd
usingknitr::rmarkdown
on Nov 02 2024.Last update: 2024-03-25
Started: 2023-03-16
Using cobalt with Clustered, Multiply Imputed, and Other Segmented Data
Rendered fromsegmented-data.Rmd
usingknitr::rmarkdown
on Nov 02 2024.Last update: 2024-03-25
Started: 2023-03-16
Using cobalt with Longitudinal Treatments
Rendered fromlongitudinal-treat.Rmd
usingknitr::rmarkdown
on Nov 02 2024.Last update: 2023-04-27
Started: 2023-03-16
Using cobalt with Other Preprocessing Packages
Rendered fromother-packages.Rmd
usingknitr::rmarkdown
on Nov 02 2024.Last update: 2024-03-25
Started: 2023-03-16
Using love.plot() To Generate Love Plots
Rendered fromlove.plot.Rmd
usingknitr::rmarkdown
on Nov 02 2024.Last update: 2023-03-21
Started: 2023-03-16