Optimal State-Space Reduction for Pedigree Hidden Markov Models

Bonnie Kirkpatrick, Kay Kirkpatrick

To analyze whole-genome genetic data inherited in families, the likelihood is typically obtained from a Hidden Markov Model (HMM) having a state space of 2^n hidden states where n…