rEDM-package |
Applications of empirical dynamic modeling from time series. |
block_3sp |
Time series for a three-species coupled model. |
block_gp |
Perform generalized forecasting using Gaussian processes |
block_lnlp |
Perform generalized forecasting using simplex projection or s-map |
ccm |
Perform convergent cross mapping using simplex projection |
ccm_means |
Take output from ccm and compute means as a function of library size. |
compute_stats |
Compute performance metrics for predictions |
e054_succession |
Succession data at the Cedar Creek LTER |
e120_biodiversity |
Biodiversity data at the Cedar Creek LTER |
make_block |
Make a lagged block for multiview |
make_surrogate_data |
Generate surrogate data for permutation/randomization tests |
multiview |
Perform forecasting using multiview embedding |
paramecium_didinium |
Time series for the Paramecium-Didinium laboratory experiment |
rEDM |
Applications of empirical dynamic modeling from time series. |
sardine_anchovy_sst |
Time series for the California Current Anchovy-Sardine-SST system |
simplex |
Perform univariate forecasting |
sockeye_returns |
Time series for sockeye salmon returns. |
s_map |
Perform univariate forecasting |
tde_gp |
Perform univariate forecasting using Gaussian processes |
tentmap_del |
Time series for a tent map with mu = 2. |
test_nonlinearity |
Randomization test for nonlinearity using S-maps and surrogate data |
thrips_block |
Apple-blossom Thrips time series |
two_species_model |
Time series for a two-species coupled model. |