Covariate Balance Checks: Randomization Tests and Graphical Diagnostics
Graphical Diagnostic of As-If Randomization for Different Assignment M...
As-If Randomization Test for Different Assignment Mechanisms: Global T...
Covariate Mean Differences
Mahalanobis Distance
Standardized Covariate Mean Differences
A Cardinality Matched Dataset for the Lalonde (1986) Data
A 1:1 Propensity Score Matched Dataset for the Lalonde (1986) Data
Lalonde (1986) Data
Love Plot of Standardized Covariate Mean Differences (along with Permu...
Love Plot of Standardized Covariate Mean Differences (along with Permu...
Internal randChecks functions
Provides randomization tests and graphical diagnostics for assessing randomized assignment and covariate balance for a binary treatment variable. See Branson (2021) <arXiv:1804.08760> for details.