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-4.7-any)RCT_1.2.zip(r-4.6-any)RCT_1.2.zip(r-4.5-any)
RCT_1.2.tgz(r-4.6-any)RCT_1.2.tgz(r-4.5-any)
RCT_1.2.tar.gz(r-4.7-any)RCT_1.2.tar.gz(r-4.6-any)
RCT_1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
RCT/json (API)
| # 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 from:be7ddc3788. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 152 | ||
| source / vignettes | OK | 179 | ||
| linux-release | OK | 147 | ||
| macos-release | OK | 221 | ||
| macos-oldrel | OK | 216 | ||
| windows-devel | OK | 92 | ||
| windows-release | OK | 88 | ||
| windows-oldrel | OK | 71 | ||
| wasm-release | OK | 104 |
Exports:balance_regressionbalance_tableimpact_evalN_minntile_labelsummary_statisticstau_mintau_min_probabilitytreatment_assign
Dependencies:backportsbroomclicpp11dplyrestimatrfarverforcatsFormulagenericsggplot2gluegtableisobandlabelinglifecyclemagrittrMASSpillarpkgconfigpracmapurrrR6RColorBrewerRcppRcppEigenrlangS7scalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr
