Man pages for fabPrediction
Compute FAB (Frequentist and Bayes) Conformal Prediction Intervals
| bayesMultinomialPrediction | Obtain a Bayesian prediction interval for categorical data |
| bayesNormalPrediction | Obtain a Bayesian prediction interval |
| dtaPrediction | Obtain a distance-to-average conformal prediction interval |
| eye | Create Identity Matrix |
| fabCategoricalPrediction | Obtain a FAB conformal prediction interval for categorical... |
| fabContinuousPrediction | Obtain a FAB conformal prediction interval |
| fabPrediction | fabPrediction: Compute FAB Conformal Prediction Intervals |
| fayHerriotEB | Obtain empirical Bayesian estimates for group j |
| initMoM | Obtain inital guess of MLE of the marginal... |
| normalPrediction | Obtain a pivot prediction interval |
| plot | Plot a 'pred' object constructed for a categorical response |
| pluginValues | Obtain empirical Bayesian estimates for conjugate normal... |
| polyaGradient | Obtain gradient of the marginal Dirichlet-multinomial... |
| polyaHessian | Obtain Hessian of the marginal Dirichlet-multinomial... |
| polyaMLE | Obtain MLE of marginal Dirichlet-multinomial likelihood |
| predictionInterval | Wrapper to obtain a prediction interval for continuous data |
| predictionSet | Wrapper to obtain a prediction set for categorical data |
| radon | Minnesota Radon Data |
| rdirichlet | Generate a random sample from a Dirichlet distribution |
| row_standardize | Row standardize a matrix |
| W | Minnesota County Adjacency Matrix |
