Model Agnostic Prediction Intervals

Documentation for package ‘pintervals’ version 0.7.7

abs_error	Absolute Error
bindividual_alpha	Bin-individual alpha function for conformal prediction
bin_chopper	Bin chopper function for binned bootstrapping
bootstrap_inner	Bootstrap function for bootstrapping the prediction intervals
contiguize_intervals	Contiguize non-contiguous intervals
flatten_cp_bin_intervals	Flatten binned conformal prediction intervals to contiguous intervals
grid_finder	Grid search for lower and upper bounds of continuous conformal prediction intervals
grid_inner	Inner function for grid search
minq_to_alpha	Helper for minimum quantile to alpha function
pinterval_bcbootstrap	Bin-conditional bootstrap prediction intervals
pinterval_bccp	Bin-conditional conformal prediction intervals for continuous predictions
pinterval_bootstrap	Bootstrap prediction intervals
pinterval_conformal	Conformal Prediction Intervals of Continuous Values
pinterval_parametric	Parametric prediction intervals for continuous predictions
weights_calculator	Weights calculator for weighted conformal prediction