Empirical Dynamic Modeling ('EDM')


[Up] [Top]

Documentation for package ‘rEDM’ version 1.10.3

Help Pages

EDM-package Empirical dynamic modeling
block_3sp Time series for a three-species coupled model.
block_lnlp Perform generalized forecasting using simplex projection or s-map
CCM Convergent cross mapping using simplex projection
ccm Convergent cross mapping using simplex projection
circle 2-D timeseries of a circle.
ComputeError Compute error
compute_stats Compute performance metrics for predictions
EDM Empirical dynamic modeling
Embed Embed data with time lags
EmbedDimension Optimal embedding dimension
EvergladesFlow Water flow to NE Everglades
Lorenz5D 5-D Lorenz'96
MakeBlock Make embedded data block
make_block Make a time delay offset block
make_surrogate_data Generate surrogate data for permutation/randomization tests
Multiview Forecasting using multiview embedding
multiview Perform forecasting using multiview embedding
paramecium_didinium Time series for the Paramecium-Didinium laboratory experiment
PredictInterval Forecast interval accuracy
PredictNonlinear Test for nonlinear dynamics
sardine_anchovy_sst Time series for the California Current Anchovy-Sardine-SST system
Simplex Simplex forecasting
simplex Perform univariate forecasting
SMap SMap forecasting
SurrogateData Generate surrogate data for permutation/randomization tests
s_map Perform univariate forecasting
TentMap Time series for a tent map with mu = 2.
TentMapNoise Time series of tent map plus noise.
Thrips Apple-blossom Thrips time series