Description Usage Arguments Value References See Also
Multi-variate version of pdcEntropyHeuristic
which splits
multi-variate time series (matrices) in multiple uni-variate time series
(vectors) before applying the heuristic. This approach was proposed in
the dissertation of Brandmaier (2011, p. 25).
1 | pdcEntropyHeuristicMult(tsList)
|
tsList |
A list of numeric vectors and/or matrixes which represent uni-variate and/or multi-variate time series. |
The optimal subsequence/pattern length as integer from the range [2,7].
Brandmaier, A. M. (2011). Permutation distribution clustering and structural equation model trees (Doctoral dissertation, Universität des Saarlandes, Saarbrücken).
Brandmaier, A. M. (2015). pdc: An R Package for Complexity-Based Clustering of Time Series. Journal of Statistical Software, 67(5), 1-23.
Other PDC functions: pdcDistTSListMult
,
pdcDistTSList
,
pdcDistTwoTSMult
,
pdcDistTwoTS
,
pdcEntropyHeuristic
,
pdcEntropy
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