Maximum likelihood estimation (frequentist) and Bayesian estimation are two common parameter estimation methods. However, maximum likelihood estimation faces limitations, including the effect of ...
Hidden Markov induced Dynamic Bayesian Network for recovering time evolving gene regulatory networks
Among diverse tools available for analyzing temporal sequences, Dynamic Bayesian Network (DBN) has been one of the most widely used to infer regulatory relationships in systems biology. The standard ...
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