TY - EJOU
AU -
T1 - Multivariate Analysis of EEG Data: Some Aspects of Diagnostic of MANOVA Model
T2 - International Journal of Mathematical Research
PY - 2018
VL - 7
IS - 1
SN - 2306-2223
AB - The main focus of this study is the multivariate analysis of Electroencephalogram data which included multivariate analysis of variance. The multivariate model diagnostics comprise checking number of assumptions of MANOVA model such as multivariate normality, homogeneity of covariance matrices. In this paper, the model X=BC+E is used and estimate the different parameters. Also by using a general form, H0: GBF=0 to test the different types of null hypothesis. Here G and F is known matrices and obtained from the hypothesis. This study gives mathematical ideas from multivariate statistical analysis to find a solution or a good approximation of a complex scientific problem.
KW - Electroencephalogram
KW - Fractal dimension
KW - MANOVA.
DO - 10.18488/journal.24.2018.71.1.17