ordpy: A Python package for data analysis with permutation entropy and ordinal network methods
From MaRDI portal
Publication:5000850
DOI10.1063/5.0049901zbMath1465.62006arXiv2102.06786OpenAlexW3132720081WikidataQ121905682 ScholiaQ121905682MaRDI QIDQ5000850
Arthur A. B. Pessa, H. V. Ribeiro
Publication date: 15 July 2021
Published in: Chaos: An Interdisciplinary Journal of Nonlinear Science (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2102.06786
Software, source code, etc. for problems pertaining to statistics (62-04) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10)
Related Items
Ordinal synchronization and typical states in high-frequency digital markets ⋮ Complexity-based permutation entropies: from deterministic time series to white noise
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- A Mathematical Theory of Communication
- A non-parametric independence test using permutation entropy
- Multivariate multi-scale permutation entropy for complexity analysis of Alzheimer's disease EEG
- Permutation entropy and its main biomedical and econophysics applications: a review
- Permutation entropy of fractional Brownian motion and fractional Gaussian noise
- Practical method for determining the minimum embedding dimension of a scalar time series
- Possible generalization of Boltzmann-Gibbs statistics.
- Recurrence quantification analysis of the logistic equation with transients.
- Characterization of time series via Rényi complexity-entropy curves
- Permutation and weighted-permutation entropy analysis for the complexity of nonlinear time series
- Learning and distinguishing time series dynamics via ordinal patterns transition graphs
- An equation for continuous chaos
- Discriminating image textures with the multiscale two-dimensional complexity-entropy causality plane
- Conditional entropy of ordinal patterns
- Practical implementation of nonlinear time series methods: The <scp>TISEAN</scp> package
- Characterizing system dynamics with a weighted and directed network constructed from time series data
- Ordinal symbolic analysis and its application to biomedical recordings
- Rényi Divergence and Kullback-Leibler Divergence
- Autocorrelations of a certain chaos
- Divergence measures based on the Shannon entropy
- Order Patterns in Time Series
- Introduction to Nonextensive Statistical Mechanics
- Independent coordinates for strange attractors from mutual information
- Multiscale ordinal network analysis of human cardiac dynamics
- Time lagged ordinal partition networks for capturing dynamics of continuous dynamical systems
- Nonlinear time-series analysis revisited
- Unified functional network and nonlinear time series analysis for complex systems science: Thepyunicornpackage
- Nonlinear Time Series Analysis
- An Introduction to Statistical Learning
- Simple mathematical models with very complicated dynamics
- Fractional Brownian Motions, Fractional Noises and Applications
- Networks
- A Guide to Monte Carlo Simulations in Statistical Physics
