Information theory provides a unifying framework for both model selection and data compression by quantifying the trade-off between model complexity and the fidelity with which a model represents data ...

Complex time series arise in domains as diverse as mechanical engineering, power systems and biomedical monitoring. Entropy analysis provides quantitative measures of unpredictability and complexity ...