Package: robomit 1.0.6
robomit: Robustness Checks for Omitted Variable Bias
Robustness checks for omitted variable bias. The package includes robustness checks proposed by Oster (2019). robomit the estimate i) the bias-adjusted treatment correlation or effect and ii) the degree of selection on unobservables relative to observables (with respect to the treatment variable) that would be necessary to eliminate the result based on the framework by Oster (2019). Additionally, robomit offers a set of sensitivity analysis and visualization functions. See: Oster, E. 2019. <doi:10.1080/07350015.2016.1227711>.
Authors:
robomit_1.0.6.tar.gz
robomit_1.0.6.zip(r-4.5)robomit_1.0.6.zip(r-4.4)robomit_1.0.6.zip(r-4.3)
robomit_1.0.6.tgz(r-4.4-any)robomit_1.0.6.tgz(r-4.3-any)
robomit_1.0.6.tar.gz(r-4.5-noble)robomit_1.0.6.tar.gz(r-4.4-noble)
robomit_1.0.6.tgz(r-4.4-emscripten)robomit_1.0.6.tgz(r-4.3-emscripten)
robomit.pdf |robomit.html✨
robomit/json (API)
| # Install 'robomit' in R: |
| install.packages('robomit', repos = c('https://seschaub.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/seschaub/robomit/issues
Last updated 2 years agofrom:04a40e2683. Checks:OK: 3 NOTE: 4. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 30 2024 |
| R-4.5-win | NOTE | Oct 30 2024 |
| R-4.5-linux | NOTE | Oct 30 2024 |
| R-4.4-win | NOTE | Oct 30 2024 |
| R-4.4-mac | NOTE | Oct 30 2024 |
| R-4.3-win | OK | Oct 30 2024 |
| R-4.3-mac | OK | Oct 30 2024 |
Exports:o_betao_beta_booto_beta_boot_info_beta_boot_vizo_beta_rsqo_beta_rsq_vizo_deltao_delta_booto_delta_boot_info_delta_boot_vizo_delta_rsqo_delta_rsq_viz
Dependencies:backportsbdsmatrixbroomclicollapsecolorspacecpp11digestdplyrfansifarverFormulagenericsggplot2gluegtableisobandlabelinglatticelifecyclelmtestmagrittrMASSMatrixmaxLikmgcvmiscToolsmunsellnlmepillarpkgconfigplmpurrrR6rbibutilsRColorBrewerRcppRdpackrlangsandwichscalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithrzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| beta* | o_beta |
| Bootstrapped beta*s | o_beta_boot |
| Bootstrapped mean beta* and confidence intervals | o_beta_boot_inf |
| Visualization of bootstrapped beta*s | o_beta_boot_viz |
| beta*s over a range of maximum R-squares | o_beta_rsq |
| Visualization of beta*s over a range of maximum R-squares | o_beta_rsq_viz |
| delta* | o_delta |
| Bootstrapped delta*s | o_delta_boot |
| Bootstrapped mean delta* and confidence intervals | o_delta_boot_inf |
| Visualization of bootstrapped delta*s | o_delta_boot_viz |
| delta*s over a range of maximum R-squares | o_delta_rsq |
| Visualization of delta*s over a range of maximum R-squares | o_delta_rsq_viz |
