fabPrediction: fabPrediction: Compute FAB Conformal Prediction Intervals
In fabPrediction: Compute FAB (Frequentist and Bayes) Conformal Prediction Intervals
fabPrediction R Documentation
fabPrediction: Compute FAB Conformal Prediction Intervals
Description
A package for computing and plotting
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.
Author(s)
Elizabeth Bersson,
Maintainer: Elizabeth Bersson <elb75@duke.edu>
References
E. Bersson and P.D. Hoff. (2023) Frequentist Prediction Sets for
Species Abundance using Indirect Information. Preprint.
E. Bersson and P.D. Hoff. (2023) Optimal Conformal Prediction for Small Areas.
Journal of Survey Statistics and Methodology, forthcoming.
fabPrediction documentation built on May 29, 2024, 7:05 a.m.
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| fabPrediction | R Documentation |
fabPrediction: Compute FAB Conformal Prediction Intervals
Description
A package for computing and plotting 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.
Author(s)
Elizabeth Bersson,
Maintainer: Elizabeth Bersson <elb75@duke.edu>
References
E. Bersson and P.D. Hoff. (2023) Frequentist Prediction Sets for Species Abundance using Indirect Information. Preprint.
E. Bersson and P.D. Hoff. (2023) Optimal Conformal Prediction for Small Areas. Journal of Survey Statistics and Methodology, forthcoming.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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