Package: optweight 0.2.5.9001
optweight: Targeted Stable Balancing Weights Using Optimization
Use optimization to estimate weights that balance covariates for binary, multinomial, and continuous 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.
Authors:
optweight_0.2.5.9001.tar.gz
optweight_0.2.5.9001.zip(r-4.5)optweight_0.2.5.9001.zip(r-4.4)optweight_0.2.5.9001.zip(r-4.3)
optweight_0.2.5.9001.tgz(r-4.4-any)optweight_0.2.5.9001.tgz(r-4.3-any)
optweight_0.2.5.9001.tar.gz(r-4.5-noble)optweight_0.2.5.9001.tar.gz(r-4.4-noble)
optweight_0.2.5.9001.tgz(r-4.4-emscripten)optweight_0.2.5.9001.tgz(r-4.3-emscripten)
optweight.pdf |optweight.html✨
optweight/json (API)
NEWS
| # 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
causal-inferenceinverse-probability-weightsobservational-studyoptimizationpropensity-scores
Last updated 2 years agofrom:2c201beeb2. Checks:OK: 1 WARNING: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 04 2024 |
| R-4.5-win | WARNING | Nov 04 2024 |
| R-4.5-linux | WARNING | Nov 04 2024 |
| R-4.4-win | WARNING | Nov 04 2024 |
| R-4.4-mac | WARNING | Nov 04 2024 |
| R-4.3-win | WARNING | Nov 04 2024 |
| R-4.3-mac | WARNING | Nov 04 2024 |
Exports:check.targetscheck.tolsoptweightoptweight.fitoptweight.svyoptweight.svy.fit
Dependencies:clicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmeosqppillarpkgconfigR6RColorBrewerRcpprlangscalestibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Construct and Check Targets Input | check.targets print.optweight.targets |
| Construct and Check Tolerance Input | check.tols print.optweight.tols |
| Estimate Balancing Weights Using Optimization | optweight print.optweight print.optweightMSM |
| Fitting Function for Optweight | optweight.fit |
| Estimate Targeting Weights Using Optimization | optweight.svy print.optweight.svy |
| Fitting Function for Optweight for Survey Weights | optweight.svy.fit |
| Plot Dual Variables for Assessing Balance Constraints | plot.optweight plot.optweight.svy |
| Summarize, print, and plot information about estimated weights | plot.summary.optweight print.summary.optweight print.summary.optweight.svy print.summary.optweightMSM summary.optweight summary.optweight.svy summary.optweightMSM |
