Er. John et al., STANDARDIZED VARIMAX DESCRIPTORS OF EVENT-RELATED POTENTIALS - EVALUATION OF PSYCHIATRIC-PATIENTS, PSYCHIATRY RESEARCH-NEUROIMAGING, 55(1), 1994, pp. 13-40
A large normative data base of visual and auditory event related poten
tials (ERPs) was collected. Factor analysis (PCVA) was used to extract
factor wave shapes that accurately reconstructed these normal ERPs wi
th appropriate ''factor scores.'' The mean value and standard deviatio
n (SD) of the normative factor score distribution were computed separa
tely for each stimulus, factor, and electrode. This enabled reconstruc
tion of any individual ERP as a combination of these standardized Vari
max descriptors, with z-transformation of the required factor scores g
iving objective statistical assessment of ERP wave shape. Statistical
probability factor z-score topographic maps were constructed, color co
ded in SDs from the normative means. The incidence of significant indi
vidual deviations from these normative mean values was at or near chan
ce levels in test groups of normal subjects. For many of these new ERP
descriptors, significant deviations from the norms were found for sin
gle features in from 20% to as much as 63% of the patients in particul
ar diagnostic categories. Factor z-scores were used to construct multi
variate discriminant functions that accurately and replicably separate
d (1) normal from schizophrenic from demented subjects and (2) schizop
hrenic from bipolar depressed subjects.