2014
DOI: 10.1007/7854_2014_321
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Nonlinear Measures and Dynamics in Psychophysiology of Consciousness

Abstract: According to recent findings nonlinear dynamic processes related to neural chaos and complexity likely play a crucial role in neural synchronization of distributed neural activities that enable information integration and conscious experience. Disturbances in these interactions produce patterns of temporal and spatial disorganization with decreased or increased functional connectivity and complexity that underlie specific changes of perceptual and cognitive states. These perceptual and cognitive changes may be… Show more

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“…The main advantage of using non-parametric analysis is that it’s a very conservative approach to outliers and leverage points, which in the case of using parametric correlations or regression analysis may create false results and increase risk of inappropriate rejection of the null hypothesis [20]. In addition, previous research has indicated this statistical analysis is appropriate for psychopathological data reflecting traumatic stress symptoms that usually have not normal distribution [21,22]. All the methods of statistical evaluation were performed using the software package Statistica version 6.…”
Section: Methodsmentioning
confidence: 99%
“…The main advantage of using non-parametric analysis is that it’s a very conservative approach to outliers and leverage points, which in the case of using parametric correlations or regression analysis may create false results and increase risk of inappropriate rejection of the null hypothesis [20]. In addition, previous research has indicated this statistical analysis is appropriate for psychopathological data reflecting traumatic stress symptoms that usually have not normal distribution [21,22]. All the methods of statistical evaluation were performed using the software package Statistica version 6.…”
Section: Methodsmentioning
confidence: 99%