Package: ccmEstimator 1.0.0
ccmEstimator: Comparative Causal Mediation Estimation
Functions to perform comparative causal mediation analysis to compare the mediation effects of different treatments via a common mediator. Results contain the estimates and confidence intervals for the two comparative causal mediation analysis estimands, as well as the ATE and ACME for each treatment. Functions provided in the package will automatically assess the comparative causal mediation analysis scope conditions (i.e. for each comparative causal mediation estimand, a numerator and denominator that are both estimated with the desired statistical significance and of the same sign). Results will be returned for each comparative causal mediation estimand only if scope conditions are met for it. See details in Bansak(2020)<doi:10.1017/pan.2019.31>.
Authors:
ccmEstimator_1.0.0.tar.gz
ccmEstimator_1.0.0.zip(r-4.5)ccmEstimator_1.0.0.zip(r-4.4)ccmEstimator_1.0.0.zip(r-4.3)
ccmEstimator_1.0.0.tgz(r-4.4-any)ccmEstimator_1.0.0.tgz(r-4.3-any)
ccmEstimator_1.0.0.tar.gz(r-4.5-noble)ccmEstimator_1.0.0.tar.gz(r-4.4-noble)
ccmEstimator_1.0.0.tgz(r-4.4-emscripten)ccmEstimator_1.0.0.tgz(r-4.3-emscripten)
ccmEstimator.pdf |ccmEstimator.html✨
ccmEstimator/json (API)
# Install 'ccmEstimator' in R: |
install.packages('ccmEstimator', repos = c('https://xiw021.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/xiw021/ccmestimator/issues
- ICAapp - Application data
Last updated 3 years agofrom:ed36af7385. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 10 2024 |
R-4.5-win | OK | Oct 10 2024 |
R-4.5-linux | OK | Oct 10 2024 |
R-4.4-win | OK | Oct 10 2024 |
R-4.4-mac | OK | Oct 10 2024 |
R-4.3-win | OK | Oct 10 2024 |
R-4.3-mac | OK | Oct 10 2024 |
Exports:checkDatacheckInteractiongetCCM
Dependencies:
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Subsidiary Function for Comparative Causal Mediation Analysis | checkData |
Subsidiary Function for Comparative Causal Mediation Analysis | checkInteraction |
Subsidiary Function for Comparative Causal Mediation Analysis | decideOutput |
Comparative Causal Mediation Analysis | getCCM |
Application data | ICAapp |