Temporal Empirical Dynamic Modeling
convergent cross mapping
cross mapping cardinality
embedding time series data
false nearest neighbours
optimal parameter search for intersectional cardinality
logistic map
multispatial convergent cross mapping
partial cross mapping
optimal parameter search for simplex projection
optimal parameter search for s-mapping
Inferring causation from time series data through empirical dynamic modeling (EDM), with methods such as convergent cross mapping from Sugihara et al. (2012) <doi:10.1126/science.1227079>, partial cross mapping as outlined in Leng et al. (2020) <doi:10.1038/s41467-020-16238-0>, and cross mapping cardinality as described in Tao et al. (2023) <doi:10.1016/j.fmre.2023.01.007>.
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