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Sample Entropy

Sample Entropy (SampEn) is a nonlinear measure of the complexity and regularity of a time series. Introduced by Richman and Moorman in 2000 as an improvement over Approximate Entropy (ApEn), it quantifies the likelihood that similar patterns of a given length in the series remain similar when extended by one additional data point. A higher SampEn value indicates greater irregularity and complexity, while a lower value indicates more regularity or self-similarity.

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Sample Entropy (Time-Series Complexity)

Taksonomski zapis metode · ml-model / complex-systems

Richman, J. S., & Moorman, J. R. (2000). Physiological time-series analysis using approximate entropy and sample entropy. American Journal of Physiology, 278(6), H2039–H2049. · DOI 10.1152/ajpheart.2000.278.6.H2039

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Taxonomic bucketFractal Analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketRecurrence Quantification Analysismachine-suggested · Relational suggestion, not evidence.