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The function cred_set() takes a length T vector of posterior change-point location probabilities prob and a coverage level level, and returns the smallest set of indices s such that prob[s] > level.

Usage

cred_set(prob, level)

Arguments

prob

A numeric vector. A vector of posterior probabilities for the location of the change-point.

level

A scalar. A single number in (0,1) that gives the lower bound for the probability that the credible set contains a change-point.

Value

A vector. A Level level posterior credible set for the location of a single change-point.