R: Nonparametric Estimation by the Method of Sieves

# Nonparametric Estimation by the Method of Sieves

## Documentation for package ‘Sieve’ version 2.1

- DESCRIPTION file
- Package README

## Help Pages

Sieve-package | Nonparametric Estimation by the Method of Sieves
clean_up_result | Clean up the fitted model
create_index_matrix | Create the index matrix for multivariate regression
GenSamples | Generate some simulation/testing samples with nonlinear truth.
Sieve | Nonparametric Estimation by the Method of Sieves
sieve.sgd.predict | Sieve-SGD makes prediction with new predictors.
sieve.sgd.preprocess | Preprocess the original data for sieve-SGD estimation.
sieve.sgd.solver | Fit sieve-SGD estimators, using progressive validation for hyperparameter tuning.
sieve_predict | Predict the outcome of interest for new samples
sieve_preprocess | Preprocess the original data for sieve estimation.
sieve_solver | Calculate the coefficients for the basis functions