bayesMultinomialPrediction: Obtain a Bayesian prediction interval for categorical data

In fabPrediction: Compute FAB (Frequentist and Bayes) Conformal Prediction Intervals

Obtain a Bayesian prediction interval for categorical data

Description

This function computes the Bayesian prediction set for a multinomial conjugate family.

Usage

bayesMultinomialPrediction(
  Y,
  alpha = 0.15,
  gamma = rep(1, length(Y)),
  category_names = 1:length(Y)
)

Arguments

Y	Observed data vector of length K containing counts of observations from each of the K categories
alpha	Prediction mis-coverage rate
gamma	Dirichlet prior concentration for the K categories
category_names	Category names (optional)

Value

pred object

fabPrediction documentation built on May 29, 2024, 7:05 a.m.