Learn R Programming

⚠️There's a newer version (0.6.6) of this package.Take me there.

blockTools (version 0.6.4)

Block, Assign, and Diagnose Potential Interference in Randomized Experiments

Description

Blocks units into experimental blocks, with one unit per treatment condition, by creating a measure of multivariate distance between all possible pairs of units. Maximum, minimum, or an allowable range of differences between units on one variable can be set. Randomly assign units to treatment conditions. Diagnose potential interference between units assigned to different treatment conditions. Write outputs to .tex and .csv files.

Copy Link

Version

Install

install.packages('blockTools')

Monthly Downloads

284

Version

0.6.4

License

GPL (>= 2) | file LICENSE

Maintainer

Ryan T Moore

Last Published

February 6th, 2023

Functions in blockTools (0.6.4)

blockTools-package

Block, Randomly Assign, and Diagnose Potential Interference in Randomized Experiments

Diagnose whether units assigned to different treatment conditions may be subject to interference or pairwise imbalance

invertRIconfInt

Calculate treatment effect confidence intervals by inverting the randomization test

Block units into homogeneous experimental blocks

Prepare prior nonsequential assignments for subsequent sequential assignments

Calculate balance statistics from an assignment object

Create vector of integers containing block identifiers

extract_conditions

Create vector of integers containing treatment condition identifiers

Export blocked or assigned data to .csv format files

Simulated data for demonstrating blockTools functionality

Randomly assign blocked units to treatment conditions

Export blocked or assigned data to .tex format files

Sequential assignment of unit(s) into experimental conditions using covariates