Description Usage Arguments Details References Examples
Continuous Mutual Information
1 |
X |
Integer vector, first time series. |
Y |
Integer vector, the second time series. |
k |
Integer argument, the number of neighbors. |
algo |
String argument specifies the algorithm use ("ksg1", "ksg2"), as tow propositions of Kraskov estimation are provided. The first one ("ksg1") is used by default. |
normalize |
Logical argument (FALSE by default) for the option of normalizing the mutual information by dividing it by the joint entropy. |
Computes the Mutual Information between two vectors using the Kraskov estimator.
kraskov2004estimatingNlinTS
1 2 3 4 5 6 |
Loading required package: Rcpp
Loading required package: timeDate
[1] 0.2535239
[1] 4.476037
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