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RCT

Assign Treatments, Power Calculations, Balances, Impact Evaluation of Experiments

v1.2 · Feb 20, 2024 · GPL-2

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) <arXiv:1607.00698>.

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CRAN incoming feasibility

Maintainer: ‘Isidoro Garcia-Urquieta <isidoro.gu@gmail.com>’

The Description field contains
  <arXiv:1607.00698>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Isidoro Garcia-Urquieta <isidoro.gu@gmail.com>’

The Description field contains
  <arXiv:1607.00698>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Isidoro Garcia-Urquieta <isidoro.gu@gmail.com>’

The Description field contains
  <arXiv:1607.00698>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Isidoro Garcia-Urquieta <isidoro.gu@gmail.com>’

The Description field contains
  <arXiv:1607.00698>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Dependency Network

Dependencies Reverse dependencies dplyr purrr glue rlang tidyr stringr MASS pracma estimatr broom forcats magrittr ggplot2 tidyselect RCT

Version History

new 1.2 Mar 10, 2026
updated 1.2 ← 1.1.2 diff Feb 20, 2024
updated 1.1.2 ← 1.1.1 diff May 12, 2022
updated 1.1.1 ← 1.1 diff Aug 1, 2021
updated 1.1 ← 1.0.3 diff Jan 31, 2021
updated 1.0.3 ← 1.0.2 diff Jul 12, 2020
updated 1.0.2 ← 1.0.1 diff May 12, 2020
updated 1.0.1 ← 1.0.0 diff Apr 3, 2020
new 1.0.0 Apr 2, 2020