Inference in Hidden Markov Models with Explicit State Duration Distributions

Michael Dewar, Chris Wiggins, Frank Wood

In this letter we borrow from the inference techniques developed for unbounded state-cardinality (nonparametric) variants of the HMM and use them to develop a tuning-parameter free…