Sample Entropy Statistics and Testing for Order in Complex Physiological Signals

DOI10.1080/03610920601036481zbMath1121.37066OpenAlexW1967224592MaRDI QIDQ3593525

Joshua Solomon Richman

Publication date: 23 July 2007

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610920601036481

zbMATH Keywords

time seriesasymptotic distributionsheart rate variabilityrandomness testingentropy statistics

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Biomedical imaging and signal processing (92C55) Dynamical systems in biology (37N25) Time series analysis of dynamical systems (37M10) Measures of information, entropy (94A17)

Related Items (2)

Sample entropy analysis of noisy atrial electrograms during atrial fibrillation ⋮ Permutation entropy: influence of amplitude information on time series classification performance

Cites Work

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• A Mathematical Theory of Communication
• Rigorous statistical procedures for data from dynamical systems
• Some results on the behavior and estimation of the fractal dimensions of distributions on attractors
• Approximate entropy as a measure of system complexity.
• Ergodic theory of chaos and strange attractors
• A Class of Statistics with Asymptotically Normal Distribution
• Chaos: A statistical perspective

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