Rank Determination of Mental Functions by 1D Wavelets and Partial Correlation.

Abstract:

:The main aim of this paper is to classify mental functions by the Wechsler Adult Intelligence Scale-Revised tests with a mixed method based on wavelets and partial correlation. The Wechsler Adult Intelligence Scale-Revised is a widely used test designed and applied for the classification of the adults cognitive skills in a comprehensive manner. In this paper, many different intellectual profiles have been taken into consideration to measure the relationship between the mental functioning and psychological disorder. We propose a method based on wavelets and correlation analysis for classifying mental functioning, by the analysis of some selected parameters measured by the Wechsler Adult Intelligence Scale-Revised tests. In particular, 1-D Continuous Wavelet Analysis, 1-D Wavelet Coefficient Method and Partial Correlation Method have been analyzed on some Wechsler Adult Intelligence Scale-Revised parameters such as School Education, Gender, Age, Performance Information Verbal and Full Scale Intelligence Quotient. In particular, we will show that gender variable has a negative but a significant role on age and Performance Information Verbal factors. The age parameters also has a significant relation in its role on Performance Information Verbal and Full Scale Intelligence Quotient change.

journal_name

J Med Syst

authors

Karaca Y,Aslan Z,Cattani C,Galletta D,Zhang Y

doi

10.1007/s10916-016-0606-2

subject

Has Abstract

pub_date

2017-01-01 00:00:00

pages

2

issue

1

eissn

0148-5598

issn

1573-689X

pii

10.1007/s10916-016-0606-2

journal_volume

41

pub_type

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