API for reichlab/dengue-ssr-prediction
Prediction via kernel conditional density estimation with non-product kernel specifications

Global functions
assemble_prediction_examples Source code
assemble_training_examples Source code
compute_kernel_values Source code
compute_lagged_obs_vecs Source code
compute_normalized_log_weights Source code
compute_pdtmvn_kernel_bw_params_from_bw_eigen Source code
create_ssr_control Source code
create_ssr_control_default Source code
est_ssr_params_stepwise_crossval Source code
est_ssr_params_stepwise_crossval_one_potential_step Source code
extract_vectorized_theta_est_from_theta Source code
get_col_inds_continuous_discrete_vars_used Source code
get_default_kernel_components Source code
get_dist_predictions_one_week Source code
get_inds_smallest_k Source code
get_prediction_season_week Source code
get_pt_predictions_one_week Source code
initialize_params_pdtmvn_kernel Source code
initialize_theta Source code
logspace_add Source code
logspace_sub Source code
logspace_sub_matrix_rows Source code
logspace_sum Source code
logspace_sum_matrix_rows Source code
mae Source code
mae_from_kernel_weights_and_centers Source code
make_competition_forecasts_by_trajectory Source code
make_competition_forecasts_one_season_week Source code
make_competition_forecasts_one_season_week_by_trajectory Source code
mase Source code
mase_from_kernel_weights_and_centers Source code
pdtmvn_kernel Source code
periodic_kernel Source code
rpdtmvn_kernel Source code
simulate_counts_by_week Source code
simulate_counts_by_week_by_trajectory Source code
simulate_from_weighted_kde Source code
simulate_from_weighted_kde_given_ind Source code
simulate_values_from_product_kernel Source code
ssr Source code
ssr_crossval_estimate_parameter_loss Source code
ssr_dist_predict_given_lagged_lead_obs Source code
ssr_kernel_centers_and_weights_predict_given_lagged_obs Source code
ssr_point_predict_given_kernel_centers_and_weights Source code
ssr_predict Source code
ssr_predict_dengue_one_week Source code
ssr_predict_given_lagged_obs Source code
ssr_sample_predict_given_kernel_centers_and_weights Source code
update_theta_from_vectorized_theta_est Source code
update_theta_from_vectorized_theta_est_pdtmvn_kernel Source code
update_vars_and_lags Source code
validate_ssr_control Source code
vectorize_params_pdtmvn_kernel Source code
reichlab/dengue-ssr-prediction documentation built on May 24, 2017, 10:46 p.m.