R: Higher-Order Influence Function Estimators for the Average Treatment Effect

# Higher-Order Influence Function Estimators for the Average Treatment Effect

## Documentation for package ‘HOIF’ version 0.2.0

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

## Help Pages

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