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fabPrediction  

Compute FAB (Frequentist and Bayes) Conformal Prediction Intervals
View on CRAN: Click here


Download and install fabPrediction package within the R console
Install from CRAN:
install.packages("fabPrediction")

Install from Github:
library("remotes")
install_github("cran/fabPrediction")

Install by package version:
library("remotes")
install_version("fabPrediction", "1.0.4")



Attach the package and use:
library("fabPrediction")
Maintained by
Elizabeth Bersson
[Scholar Profile | Author Map]
First Published: 2024-03-26
Latest Update: 2024-03-26
Description:
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) "Optimal Conformal Prediction for Small Areas".
How to cite:
Elizabeth Bersson (2024). fabPrediction: Compute FAB (Frequentist and Bayes) Conformal Prediction Intervals. R package version 1.0.4, https://cran.r-project.org/web/packages/fabPrediction. Accessed 29 Apr. 2025.
Previous versions and publish date:
No previous versions
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Complete documentation for fabPrediction
Functions, R codes and Examples using the fabPrediction R package
Full fabPrediction package functions and examples
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