CU Boulder News & Events

A Hidden Markov Model Combined with Climate Indices for Multi-decadal Streamflow Simulation

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: ...
Nature

Markov Chains and Hidden Markov Models

Markov chains provide a fundamental framework for modelling stochastic processes, where the next state depends solely on the current state. Hidden Markov models (HMMs) extend this framework by ...
JSTOR Daily

Simulation of Hidden Markov Models with EXCEL

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 ...
JSTOR Daily

Estimating the Order of a Hidden Markov Model

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 ...