Title :
Partial directed coherence statistical performance characteristics in frequency domain
Author :
Koichi Sameshima;Daniel Yasumasa Takahashi;Luiz Antonio Baccalá
Author_Institution :
Department of Radiology and Oncology, Faculdade de Medicina, University of Sã
Abstract :
In this work we show the asymptotic behavior of information partial directed coherence estimator via the Monte Carlo simulation of a particular toy model taken from the literature. We show that the control of false positive rate tends to the chosen significance level if detection decision is made at specific frequency values.
Keywords :
"Frequency-domain analysis","Mathematical model","Monte Carlo methods","Data models","Coherence","Estimation","Frequency estimation"
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
Electronic_ISBN :
1558-4615
DOI :
10.1109/EMBC.2015.7319609