The code for fitting the model and computing quantities to characterizing the model is in the programming language Julia, whereas the code for plotting the said quantities are in MATLAB. The following ...

Discretized Markov chains (binary/tri-state) with k-order transitions Hidden Markov Model (HMM) regimes (probabilities, transitions, persistence) Strategy backtests (Long/Neutral, Long/Short) vs Buy & ...

The amino acid sequence of the transmembrane protein and its corresponding positions on the cell membrane are transformed into a hidden Markov process. After evaluating the parameters, the Viterbi ...

ABSTRACT: Understanding aerosol climate interactions is crucial for monitoring atmospheric changes and supporting climate resilience efforts, particularly in vulnerable regions such as Kenya. This ...

Abstract: This tutorial provides an overview of the basic theory of hidden Markov models (HMMs) as originated by L.E. Baum and T. Petrie (1966) and gives practical details on methods of implementation ...

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Background: Precise monitoring of the Depth of Anesthesia (DoA) is essential to prevent intra-operative awareness (in case of underdosage) or increased post-operative morbi-mortality (in case of ...

This research presents a process for analyzing a hybrid microgrid's dependability using a fuzzy Markov model. The research initiated an analysis of the various microgrid components, such as wind power ...