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fabPrediction: Compute FAB (Frequentist and Bayes) Conformal Prediction Intervals
Computes and plots prediction intervals for numerical data or prediction sets for categorical data using prior information. Empirical Bayes procedures to estimate the prior information from multi-group data are included. See, e.g.,Bersson and Hoff (2022) <arXiv:2204.08122> "Optimal Conformal Prediction for Small Areas".
Getting started
Browse package contents
Package details |
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| Author | Elizabeth Bersson [aut, cre, cph] |
| Maintainer | Elizabeth Bersson <elizabeth.bersson@duke.edu> |
| License | GPL-3 |
| Version | 1.0.4 |
| URL | https://github.com/betsybersson/fabPrediction |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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