API for vegarsti/fhtboost
Boosting for High-Dimensional First Hitting Time Threshold Regression
| Global functions | |
|---|---|
| FHT_componentwise_loss_function_derivative_mu | Source code |
| FHT_componentwise_loss_function_derivative_y0 | Source code |
| FHT_componentwise_minus_loglikelihood_with_parameters | Source code |
| FHT_hazard | Source code |
| FHT_link_function | Man page Source code |
| FHT_loglikelihood_with_data | Man page Source code |
| FHT_loglikelihood_with_y0_mu | Source code |
| FHT_minus_loglikelihood_with_all_parameters | Source code |
| FHT_only_intercepts | Source code |
| FHT_parametric_cumulative_hazard | Source code |
| FHT_parametric_density | Source code |
| FHT_parametric_survival | Source code |
| FHT_prob_infinity | Source code |
| best_least_squares_update | Source code |
| boosting_iteration_both | Source code |
| boosting_iteration_mu | Source code |
| boosting_iteration_y0 | Source code |
| boosting_run | Source code |
| brier_r2 | Source code |
| brier_r2_with_censoring_on_times | Source code |
| brier_score_no_censoring | Source code |
| brier_score_on_censored_data | Source code |
| brier_score_on_uncensored_data | Source code |
| brier_score_with_censoring | Source code |
| brier_score_with_censoring_on_times | Source code |
| brier_score_with_censoring_on_times_with_probabilities | Source code |
| calculate_at_risk | Man page Source code |
| censor_observations | Man page Source code |
| create_folds | Source code |
| create_folds_stratified | Source code |
| cyclic_boosting_run | Source code |
| data_to_FHT_loss_function | Man page Source code |
| data_to_optimizable_function | Man page Source code |
| destandardize | Source code |
| draw_IG_data | Source code |
| estimate_baseline_hazard | Source code |
| estimate_model_and_validate_and_write_to_file | Source code |
| generate_clinical | Source code |
| get_all_but_kth_fold | Source code |
| get_kth_fold | Source code |
| kaplan_meier | Man page Source code |
| kaplan_meier_estimate_of_censoring | Source code |
| kaplan_meier_plot | Source code |
| loss_function_derivative_mu | Man page Source code |
| loss_function_derivative_y0 | Man page Source code |
| make_filename | Source code |
| maximum_likelihood_intercepts | Source code |
| non_null_parameters | Source code |
| non_parametric_estimates | Man page Source code |
| parameter_vector_to_list | Man page Source code |
| plot_CV | Source code |
| plot_IG_times | Source code |
| plot_wiener_processes | Source code |
| run_CV | Source code |
| run_CV_and_write_to_file | Source code |
| run_CV_clinical | Source code |
| run_CV_cyclic | Source code |
| run_CV_cyclic_helper_mu | Source code |
| run_CV_cyclic_helper_y0 | Source code |
| run_CV_genetic | Source code |
| run_L2Boost | Source code |
| run_optimization_on_simulated_data | Man page Source code |
| simulate_FHT_data | Man page Source code |
| simulate_normal_data | Source code |
| survival_censored | Source code |
