Modeling FunctionsFunctions to construct EDM models 


Perform univariate forecasting 

Perform generalized forecasting using simplex projection or smap 

Perform convergent cross mapping using simplex projection 

Take output from ccm and compute means as a function of library size. 

Perform forecasting using multiview embedding 

(univariate) TimeDelay Embedding forecasting using Gaussian Processes 

(generalized) Block forecasting using Gaussian Processes 

Surrogate Data FunctionsFunctions to generate surrogate time series data 


Generate surrogate data for permutation/randomization tests 
Miscellaneous Helper Functions 

Compute performance metrics for predictions 

Make a lagged block for multiview 

Randomization test for nonlinearity using Smaps and surrogate data 

DatasetsExample datasets included with the package. 

Time series for a threespecies coupled model. 

Biodiversity data at the Cedar Creek LTER 

Time series for the ParameciumDidinium laboratory experiment 

Time series for the California Current AnchovySardineSST system 

Time series for sockeye salmon returns. 

Time series for a tent map with mu = 2. 

Appleblossom Thrips time series 

Time series for a twospecies coupled model. 