Complex Dynamic Systems
The codyna Package.
Calculate Dynamic Complexity Measures for Time-Series Data
Convert Sequence Data to Various Formats
Regime Detection for Time Series Data
Detect Early Warning Signals in a Time Series
Discover Sequence Patterns
Plot EWS Results
Plot Time Series Data with Detected Regime Stability
Print EWS Detection Results
Print Regime Detection Results
Compute Sequence Indices for Sequence Data
Performs analysis of complex dynamic systems with a focus on the temporal unfolding of patterns, changes, and state transitions in behavioral data. Supports both time series and sequence data and provides tools for the analysis and visualization of complexity, pattern identification, trends, regimes, sequence typology as well as early warning signals.