Description Usage Arguments Details Value References Examples
This function allows you to compute the family of alpha entropy as stated in Martos et al (2018).
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X |
data in a matrix where variables are in columns and observations are in rows. |
alpha |
a parameter defining the entropy function. |
k.neighbor |
number of neighbour points to consider in the computation of entropy. |
scale |
logical variable indicating if scaling is required. |
The function computes the alpha entropy and the local alpha entropy (see reference for further details) of a data set using a non parametric density estimator.
local.entropy |
local entropy relative to each point in the sample. |
entropy |
estimated entropy. |
Martos, G. et al (2018): Entropy Measures for Stochastic Processes with Applications in Functional Anomaly Detection. Entropy 20(1): 33 (2018).
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