Statistical models called hidden Markov models are a recurring theme in computational biology. What are hidden Markov models, and why are they so useful for so many different problems?

The Canadian Journal of Statistics / La Revue Canadienne de Statistique, Vol. 30, No. 4 (Dec., 2002), pp. 573-589 (17 pages) While the estimation of the parameters of a hidden Markov model has been ...

Download PDF More Formats on IMF eLibrary Order a Print Copy Create Citation This paper proposes a hidden state Markov model (HMM) that incorporates workers’ unobserved labor market attachment into ...

Journal of the Royal Statistical Society. Series D (The Statistician), Vol. 51, No. 1 (2002), pp. 31-40 (10 pages) The paper demonstrates the use of functions provided by EXCEL for simulation of two ...

C. Bracken, B. Rajagopalan, & E. Zagona (2014). “A Hidden Markov Model Combined with Climate Indices for Multi-decadal Streamflow Simulation,” Water Resources Research, 50, 7836-7846. Abstract: ...