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RCT
View on CRAN: Click
here
Download and install RCT package within the R console
Install from CRAN:
install.packages("RCT")
Install from Github:
library("remotes")
install_github("cran/RCT")
Install by package version:
library("remotes")
install_version("RCT", "1.2")
Attach the package and use:
library("RCT")
Maintained by
Isidoro Garcia-Urquieta
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-04-03
Latest Update: 2022-05-13
Description:
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) <doi:10.48550/arXiv.1607.00698>.
How to cite:
Isidoro Garcia-Urquieta (2020). RCT: Assign Treatments, Power Calculations, Balances, Impact Evaluation of Experiments. R package version 1.2, https://cran.r-project.org/web/packages/RCT
Previous versions and publish date:
Other packages that cited RCT R package
View RCT citation profile
Other R packages that RCT depends,
imports, suggests or enhances
Functions, R codes and Examples using
the RCT R package
Some associated functions: N_min . RCT . balance_regression . balance_table . impact_eval . ntile_label . summary_statistics . tau_min . tau_min_probability . treatment_assign .
Some associated R codes: N_min.R . RCT.R . balance_regression.R . balance_table.R . impact_eval.R . summary_statistics.R . tau_min.R . treatment_assign.R . Full RCT package functions and examples
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