Augmented Balancing Weights as Linear Regression

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Documentation for package ‘AugBalWeight’ version 0.1.0

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

Help Pages

aug_bal_ate	Average Treatment Effect (ATE) Estimation via Augmented Balancing Weights
aug_bal_att	Average Treatment Effect on the Treated (ATT) Estimation
aug_bal_weight	Main Fitting Function for Augmented Balancing Weights
coef.augbalweight	Extract Implied Augmented Coefficients
compute_balancing_weights	Compute Standalone Balancing Weights
double_lasso	Lasso-Augmented L-infinity Balancing Weights (Double Lasso)
double_ridge	Ridge-Augmented L2 Balancing Weights (Double Ridge)
lalonde_data	LaLonde (1986) Job Training Demonstration Dataset
plot.augbalweight	Diagnostic and Visualization Plot for Augmented Balancing Weights
predict.augbalweight	Counterfactual Outcome Prediction for New Data
print.augbalweight	Print Method for augbalweight
print.summary.augbalweight	Print Summary for augbalweight
summary.augbalweight	Summary Method for augbalweight
tune_hyperparameters	Cross-Validation Hyperparameter Tuning for Augmented Balancing Weights
weights.augbalweight	Extract Balancing Weights