Man pages for benjaminleroy/simulationBands
Conformal Prediction Bands with Simulations
| cde_and_mass_lei_wasserman_discrete | Caculate CDE Y|X=x from data example from in Lei and... |
| cde_lei_wassserman | Create the CDE Y|X=x for data example from in Lei and... |
| check_file_exists | check if a file exists with a certain name in a certain... |
| conformal_pdf_breaks | calculate conformal scores and split into level groupings |
| conformal_scores_lei_wasserman | calculate true CDE conformal score and approximate mass... |
| coverage_down_1d_mult | Calculates the minimum coverage radius for euclidean objects... |
| coverage_down_1d_single | Calculates the minimum coverage radius for euclidean objects... |
| create_S_b_matrix | Create the "S" matrix and "b" vector |
| crossdist | calculates distances between points of 2 matrices |
| crossdist_df | euclidean distance between 2 sets |
| cumulative_comparisons | calculate cumulative comparisons |
| cut_to_numeric | converts interval values from the 'cut' function to scalars.... |
| distdex | Identify the index in a raveled 'dist' (upper triangle of... |
| distEuclidean | euclidean distance between 2 sets |
| EpiCompare | simulationBands: package overview |
| generate_split_mixture | generate 2d "Y" distribution |
| gen_mix_reg | generate 1d "v" distribution from x values |
| get_delta | calculate maxmin distance between points |
| get_delta_dist | calculate maxmin distance between points ('dist' based) |
| get_delta_flex | calculate maxmin distance between points |
| get_delta_large | calculate maxmin distance between points (breaks into parts) |
| get_delta_nn | calculate maxmin distance between points |
| inner_containment_conformal_score_mode_radius_1d | Helper function for simulation-based conformal score... |
| inner_discrete_mass_cde | inner function for estimation of probability of mass with CDE... |
| inner_f | f function for data generation for example in Lei and... |
| inner_g | g function for data generation for example in Lei and... |
| inner_mixture | inner mixture creation function for Y|X = x for data... |
| inner_sigma | sigma function for data generation for example in Lei and... |
| inner_sigma_zero | 0- sigma function for data generation for example in Lei and... |
| lei_wasserman_data | Generate data from example in Lei and Wasseerman (2014) paper |
| lei_wasserman_data_conditional_simulate | Generate potential Y|X=x from example in Lei and Wasseerman... |
| maxmin_distance_vector | Calculate minimum radius for each group to contain the true... |
| maxmin_distance_vector_old | Calculate minimum radius for each group to contain the true... |
| maxmin_inner | minimum distance to contain all points of first set with... |
| maxmin_inner_old | minimum distance to contain all points of first set with... |
| mode_clustering_1d | Find mode clusters of euclidean objects based on distance -... |
| multimode_density_f | obtain conditional pdf value for y values for "v"... |
| multimodel_density_split_mixture | obtain conditional pdf value for y values for "Y"... |
| my_pdist | calculate distance between two different df's rows |
| pipe | Pipe operator |
| pos_int | Named after assuming positive integers, but not checked |
| psuedo_density_mode_cluster_1d | Mode clustering for euclidean data (distance based) |
| simulation_based_conformal_1d_complex | global wrapper for simulation-based conformal score... |
| simulation_conformal_cde_score_mix_reg | simulation based conformal cde scores |
| simulation_conformal_scores_mix_reg | calculate some conformal scores related to simulation based... |
| simulation_nonconformal_mass_score_mix_reg | simulation based non-conformal mass scores |
| stepwise_conformal_cde_update | stepwise transform of CDE to become comformal |
| vis_all_densities | compare all densities visually (true, fit, conformal_pdf) |
| vis_stepwise_scaling_only | visualize scaling values |
