Statistical Complexity and Information Measures for Time Series Analysis
A function to compute Abbe values
A function to create new pattern-coding schemes for the Fisher Informa...
A function to compute Renyi complexity
A (low-level) function to compute the Fisher-information
A function to generate the Lehmer permutation ordering.
A function to compute global information and complexity measures for t...
Distance measure between ordinal pattern distributions: Hellinger dist...
A function to generate a time series from the Henon Map
A function to compute Horizontal Visibility Graphs and associated stat...
Generalized disequilibrium measure for ordinal pattern distributions b...
A function to generate a time series from the logistic map
Maximum curve of time-causal entropy-complexity plane at ndemb=3
Maximum curve of time-causal entropy-complexity plane at ndemb=4
Maximum curve of time-causal entropy-complexity plane at ndemb=5
Maximum curve of time-causal entropy-complexity plane at ndemb=6
A function to compute Mean information gain (MIG) and Fluctuation comp...
Minimum curve of time-causal entropy-complexity plane at ndemb=3
Minimum curve of time-causal entropy-complexity plane at ndemb=4
Minimum curve of time-causal entropy-complexity plane at ndemb=5
Minimum curve of time-causal entropy-complexity plane at ndemb=6
A function to compute the MPR-complexity
A function to compute bitflip statistics and time series
A function to compute ordinal pattern statistics
A function to compute time series of ordinal patterns
A function to compute the permutation entropy
A function to compute q-log permutation entropy
A function to compute Renyi entropy
A function to generate k-noise
A function to compute q-log complexity
A function to generate a time series from the Quadratic map
A function to convert a "ranks-based" permutation notation to an "inde...
A function to generate a time series from the Schuster Map
A function to generate a time series from the logistic map
A function to generate a time series from the logistic map
A function to generate a vector from an index-transformation vector fr...
A function to compute Turning points
A function to compute weighted ordinal pattern statistics
An implementation of local and global statistical complexity measures (aka Information Theory Quantifiers, ITQ) for time series analysis based on ordinal statistics (Bandt and Pompe (2002) <DOI:10.1103/PhysRevLett.88.174102>). Several distance measures that operate on ordinal pattern distributions, auxiliary functions for ordinal pattern analysis, and generating functions for stochastic and deterministic-chaotic processes for ITQ testing are provided.