Model Agnostic Prediction Intervals

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Documentation for package ‘pintervals’ version 1.1.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

county_turnout	U.S. County-Level Turnout and Demographic Context (MIT Election Lab 2018 Election Analysis Dataset + Additions)
elections	Election-Year Democracy Indicators from V-Dem (1946–2024)
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
pinterval_bccp	Bin-Conditional Conformal Prediction Intervals for Continuous Predictions
pinterval_bootstrap	Bootstrap Prediction Intervals
pinterval_ccp	Clustered Conformal Prediction Intervals for Continuous Predictions
pinterval_conformal	Conformal Prediction Intervals of Continuous Values
pinterval_mondrian	Mondrian Conformal Prediction Intervals for Continuous Predictions
pinterval_parametric	Parametric Prediction Intervals for Continuous Predictions