VCG Sampling using Energy-Based Covariate Balancing

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Documentation for package ‘eVCGsampler’ version 0.9.5

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

BestVCGsize	The function attempts to find the optimal size for VCG.
combine_data	Combine data from pool and treated groups
combine_variables	Compute Weighted Combined Score from Multiple ariables
energy_distance	Compute Energy Distance Between Two Groups
energy_test	Permutation Energy Test for Covariate Imbalance
find_outliers	Find Outlier Groups Based on Energy Distance
multiSampler	Multi-Sample VCG Generator and Overlap Visualization
plot_var	Visualize Covariate Distribution Across TG, VCG, and POOL
robust_scale	Robust Scaling of Numeric and Categorical Variables
VCG_sampler	VCG Sampler for Energy Distance Balancing