TY  - JOUR
A1  - Real, Ruben G. L.
A1  - Kotchoubey, Boris
A1  - Kübler, Andrea
T1  - Studentized continuous  wavelet transform (t-CWT) in the analysis of individual ERPs: real and simulated EEG data
N2  - This study aimed at evaluating the performance of the Studentized Continuous Wavelet Transform (t-CWT) as a method for the extraction and assessment of event-related brain potentials (ERP) in data from a single subject. Sensitivity, specificity, positive (PPV) and negative predictive values (NPV) of the t-CWT were assessed and compared to a variety of competing procedures using simulated EEG data at six low signal-to-noise ratios. Results show that the t-CWT combines high sensitivity and specificity with favorable PPV and NPV. Applying the t-CWT to authentic EEG data obtained from 14 healthy participants confirmed its high sensitivity. The t-CWT may thus be well suited for the assessment of weak ERPs in single-subject settings.
KW  - electroencephalogram
KW  - wavelet
KW  - EEG
KW  - t-CWT
KW  - significance
KW  - detection
KW  - ERP
Y1  - 2014
U6  - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-113581
ER  - 
TY  - CHAP
ED  - Brill, Michael
ED  - Jonsson, Gudberg
ED  - Schwab, Frank
T1  - Research Network on Methodology for the Analysis of Social Interaction. Proceedings of the ninth meeting of MASI.
T1  - Forschungsnetzwerk zur Methodik der Analyse sozialer Interaktionen. Berichte des neunten Meetings von MASI.
N2  - T-pattern analysis supports studies of various aspects of human or animal behavior as well as interaction between human subjects and animal or artificial agents. The following proceedings give an overiew on the application of T-pattern analysis in different research fields like media, gaming, human behaviour, social and organisational interaction as well as sports and health.
KW  - Verhaltensmuster
KW  - T-Pattern
KW  - Theme
KW  - human behaviour
KW  - social interaction
KW  - detection
KW  - Verhaltensanalyse
KW  - Interaktion
KW  - Nonverbal
KW  - MASI
KW  - Untersuchungsinstrument
KW  - Muster
KW  - Bewegung
KW  - Gestik
Y1  - 2017
U6  - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-147135
SN  - 978-3-945459-16-4
ER  -