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All functions

build_Ej()
Build E_j tensor structure
calculate_u_statistics_pure_r_six()
Compute U-statistics HOIF-type from Order 2 to 6 in pure R code.
compute_basis_matrix()
Compute basis projection matrices
compute_gram_inverse()
Compute inverse of weighted Gram matrix
compute_hoif_estimators()
Compute HOIF Estimators for ATE
compute_residuals()
Compute residuals for both treatment groups
hoif_ate()
Main function: HOIF estimators for ATE with optional sample splitting
plot(<hoif_ate>)
Plot convergence of ATE estimates
print(<hoif_ate>)
Print method for hoif_ate objects
transform_covariates()
HOIF Estimators for Average Treatment Effect