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RISCausation Entropy Identifies Sparsity Structure for Parameter Estimation of Dynamic Systems
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Parameter estimation is an important topic in the field of system identification. This paper explores the role of a new information theory measure of data dependency in parameter estimation problems. Causation entropy is ...