Package: RCT 1.2
RCT: Assign Treatments, Power Calculations, Balances, Impact Evaluation of Experiments
Assists in the whole process of designing and evaluating Randomized Control Trials. Robust treatment assignment by strata/blocks, that handles misfits; Power calculations of the minimum detectable treatment effect or minimum populations; Balance tables of T-test of covariates; Balance Regression: (treatment ~ all x variables) with F-test of null model; Impact_evaluation: Impact evaluation regressions. This function gives you the option to include control_vars, fixed effect variables, cluster variables (for robust SE), multiple endogenous variables and multiple heterogeneous variables (to test treatment effect heterogeneity) summary_statistics: Function that creates a summary statistics table with statistics rank observations in n groups: Creates a factor variable with n groups. Each group has a min and max label attach to each category. Athey, Susan, and Guido W. Imbens (2017) <arxiv:1607.00698>.
Authors:
RCT_1.2.tar.gz
RCT_1.2.zip(r-4.5)RCT_1.2.zip(r-4.4)RCT_1.2.zip(r-4.3)
RCT_1.2.tgz(r-4.4-any)RCT_1.2.tgz(r-4.3-any)
RCT_1.2.tar.gz(r-4.5-noble)RCT_1.2.tar.gz(r-4.4-noble)
RCT_1.2.tgz(r-4.4-emscripten)RCT_1.2.tgz(r-4.3-emscripten)
RCT.pdf |RCT.html✨
RCT/json (API)
NEWS
# Install 'RCT' in R: |
install.packages('RCT', repos = c('https://isidorogu.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/isidorogu/rct/issues
Last updated 9 months agofrom:be7ddc3788. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 17 2024 |
R-4.5-win | OK | Nov 17 2024 |
R-4.5-linux | OK | Nov 17 2024 |
R-4.4-win | OK | Nov 17 2024 |
R-4.4-mac | OK | Nov 17 2024 |
R-4.3-win | OK | Nov 17 2024 |
R-4.3-mac | OK | Nov 17 2024 |
Exports:balance_regressionbalance_tableimpact_evalN_minntile_labelsummary_statisticstau_mintau_min_probabilitytreatment_assign
Dependencies:backportsbroomclicolorspacecpp11dplyrestimatrfansifarverforcatsFormulagenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigpracmapurrrR6RColorBrewerRcppRcppEigenrlangscalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr