Dynamics Similarity Coefficient


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Documentation for package ‘dynasim’ version 1.1

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cross_transition_matrix Multivariate DSC (MDSC) Input: X and Y are matrices where columns are components
discretize_quantile Quantile discretization and transition probability matrix
dsc Compute Dynamics Similarity Coefficient (DSC) between two time series
dsc_matrix Compute pairwise DSC matrix for a collection of time series
gdsc Global DSC (GDSC) across multiple lags
gdsc_matrix Compute pairwise GDSC matrix for a collection of series
mdsc Compute Multivariate Dynamics Similarity Coefficient (MDSC)
transition_matrix Compute state transition probability matrix for a given lag