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Introduction Segmentation Conclusion Discrete TS : two hidden-Markov models for time series of count data J. Alerini1, M. Olteanu2, J. Ridgway2 1 PIREH-LAMOP, University Paris 1 2 SAME (Statistics,
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Discrete two hidden Markov models are statistical models that represent systems with hidden states and observable events, where the states follow a Markov process with two hidden layers.
Entities that are involved in activities related to discrete hidden Markov modeling, such as research institutions, companies in data analysis, and machine learning practitioners, may be required to file based on regulatory bodies.
Filling out discrete two hidden Markov models typically involves defining the states, transition probabilities, emission probabilities, and determining the model parameters through training data.
The purpose of discrete two hidden Markov models is to effectively model sequences of observable events that are generated by underlying hidden processes, providing insights and predictions in various applications.
Information that must be reported includes the model structure, parameter estimates, state transition probabilities, emission probabilities, and any validation results from the modeling process.
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