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 |