Package: optweight 2.0.1.9000
optweight: Optimization-Based Stable Balancing Weights
Use optimization to estimate weights that balance covariates for binary, multi-category, continuous, and multivariate treatments in the spirit of Zubizarreta (2015) <doi:10.1080/01621459.2015.1023805>. The degree of balance can be specified for each covariate. In addition, sampling weights can be estimated that allow a sample to generalize to a population specified with given target moments of covariates, as in matching-adjusted indirect comparison (MAIC).
Authors:
optweight_2.0.1.9000.tar.gz
optweight_2.0.1.9000.zip(r-4.7-any)optweight_2.0.1.9000.zip(r-4.6-any)optweight_2.0.1.9000.zip(r-4.5-any)
optweight_2.0.1.9000.tgz(r-4.6-any)optweight_2.0.1.9000.tgz(r-4.5-any)
optweight_2.0.1.9000.tar.gz(r-4.7-any)optweight_2.0.1.9000.tar.gz(r-4.6-any)
optweight_2.0.1.9000.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
optweight/json (API)
| # Install 'optweight' in R: |
| install.packages('optweight', repos = c('https://ngreifer.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/ngreifer/optweight/issues
Pkgdown/docs site:https://ngreifer.github.io
causal-inferenceinverse-probability-weightsobservational-studyoptimizationpropensity-scores
Last updated from:4272a40b9d. Checks:8 ERROR, 1 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | ERROR | 158 | ||
| source / vignettes | ERROR | 224 | ||
| linux-release | ERROR | 151 | ||
| macos-release | ERROR | 125 | ||
| macos-oldrel | ERROR | 153 | ||
| windows-devel | ERROR | 97 | ||
| windows-release | ERROR | 90 | ||
| windows-oldrel | ERROR | 85 | ||
| wasm-release | OK | 126 |
Exports:check.targetscheck.tolsoptweightoptweight.fitoptweight.svyoptweight.svy.fitoptweightMVoptweightMV.fitprocess_targetsprocess_tols
Dependencies:argclicollapsecpp11farverggplot2gluegtableisobandlabelinglatticelifecycleMatrixosqpR6RColorBrewerRcpprlangS7scalesvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Stable Balancing Weights | optweight optweight.fit |
| Stable Balancing Weights for Generalization | optweight.svy optweight.svy.fit |
| Stable Balancing Weights for Multivariate Treatments | optweightMV optweightMV.fit |
| Plot Dual Variables for Covariate Constraints | plot.optweight plot.optweight.svy plot.optweightMV |
| Construct and Check Targets Input | check.targets print.optweight.targets process_targets |
| Construct and Check Tolerance Input | check.tols print.optweight.tols process_tols |
| Summarize, Print, and Plot Information about Estimated Weights | plot.summary.optweight summary.optweight summary.optweight.svy summary.optweightMV |