Man pages for pintervals
Model Agnostic Prediction Intervals
| abs_error | Absolute Error Function for Non-Conformity Scores |
| bcss_compute | Function to Compute the Between-Cluster Sum of Squares (BCSS)... |
| bin_chopper | Bin Chopper Function for Binned Bootstrapping |
| bindividual_alpha | Bin-Individual Alpha Function for Conformal Prediction |
| bootstrap_inner | Bootstrap Function for Bootstrapping the Prediction Intervals |
| cauchy_kern | Cauchy Kernel Function |
| ch_index | Function to Compute the Calinski-Harabasz Index for a Set of... |
| class_to_clusters | Function to Convert Class Vector to Cluster Vector Based on... |
| clusterer | Function to Cluster Non-Conformity Scores Using Either... |
| contiguize_intervals | Contiguize Non-Contiguous Intervals |
| county_turnout | U.S. County-Level Turnout and Demographic Context (MIT... |
| coverage_gap_finder | Function to Find the Coverage Gap for a Set of Clusters |
| Dm_finder | Function to Find the Minimum Distance Between a Class and a... |
| dm_to_prob | Function to Convert Distance Measure to Probability |
| elections | Election-Year Democracy Indicators from V-Dem (1946–2024) |
| flatten_cp_bin_intervals | Flatten Binned Conformal Prediction Intervals to Contiguous... |
| gauss_kern | Gaussian Kernel Function |
| grid_finder | Grid Search for Lower and Upper Bounds of Continuous... |
| grid_inner | Inner Function for Grid Search |
| heterogeneous_error | Heterogeneous Error Function for Non-Conformity Scores |
| interval_coverage | Empirical Coverage of Prediction Intervals |
| interval_miscoverage | Empirical Miscoverage of Prediction Intervals |
| interval_score | Mean Interval Score (MIS) for Prediction Intervals |
| interval_width | Mean Width of Prediction Intervals |
| kmeans_cluster_qecdf | Function to Perform K-Means Clustering on Quantile Empirical... |
| ks_cluster | Function to Perform Kolmogorov-Smirnov Clustering on... |
| ks_cluster_assignment_step | Function to Assign Classes to Clusters Based on... |
| ks_cluster_init_step | Function to Initialize Clusters for Kolmogorov-Smirnov... |
| logistic_kern | Logistic Kernel Function |
| minq_to_alpha | Helper for Minimum Quantile to Alpha Function |
| ncs_compute | Non-Conformity Score Computation Function |
| optimize_clusters | Function to Optimize Clusters Based on the Calinski-Harabasz... |
| pinterval_bccp | Bin-Conditional Conformal Prediction Intervals for Continuous... |
| pinterval_bootstrap | Bootstrap Prediction Intervals |
| pinterval_ccp | Clustered Conformal Prediction Intervals for Continuous... |
| pinterval_conformal | Conformal Prediction Intervals of Continuous Values |
| pinterval_mondrian | Mondrian Conformal Prediction Intervals for Continuous... |
| pinterval_parametric | Parametric Prediction Intervals for Continuous Predictions |
| pintervals-package | pintervals: Model Agnostic Prediction Intervals |
| raw_error | Raw Error Function for Non-Conformity Scores |
| reciprocal_linear_kern | Reciprocal Linear Kernel Function |
| rel_error | Relative Error Function for Non-Conformity Scores by... |
| resolve_weight_function | Resolve weight function from string or function |
| validate_distance_inputs | Validate distance weighting inputs |
| wcss_compute | Function to Compute the Within-Cluster Sum of Squares (WCSS)... |
| za_rel_error | Zero-Adjusted Relative Error Function for Non-Conformity... |
