Title :
Statistical analysis of balanced brain and IQ applications
Author :
Mustafa, M. ; Taib, M.N. ; Murat, Zunairah Hj ; Lias, S. ; Sulaiman, Nasri
Author_Institution :
Fac. of Electr. & Electron. Eng., Univ. Malaysia Pahang, Pekan, Malaysia
Abstract :
EEG signal research had been studied massively in such balanced brain and IQ applications. This paper focuses on correlation between balanced brain and Intelligence Quotient (IQ) applications. At first, the raw EEG signals from both applications need to pre-process to remove artefact and unwanted frequency. Then, the EEG signals will go through statistical processes which are Scatterplot and Correlation test. As a result, there is correlation between the balanced brain and IQ application with strong and significant Pearson correlation.
Keywords :
correlation methods; electroencephalography; medical signal processing; neurophysiology; statistical analysis; EEG signal research; IQ application; Pearson correlation; artefact removal; balanced brain application; balanced brain-IQ correlation; correlation test; intelligence quotient application; raw EEG signal preprocessing; scatterplot; statistical analysis; unwanted frequency removal; Conferences; Correlation; Electroencephalography; Histograms; Indexes; Standards; Statistical analysis; Balanced brain; EEG signals; IQ; Pearson correlation;
Conference_Titel :
System Engineering and Technology (ICSET), 2013 IEEE 3rd International Conference on
Conference_Location :
Shah Alam
Print_ISBN :
978-1-4799-1028-1
DOI :
10.1109/ICSEngT.2013.6650162
