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ability analysis of variance approximation assessments average bipolar analysis bipolar factor Brit Burt Burt’s calculated cent centroid classiﬁcation coefficients coeﬂicients column conﬁrmed correlation table corresponding covariances criterion CYRIL BURT deﬁned deﬁnite denote described determine diagonal diﬂiculty discriminating function distribution divisor equation estimate factor analysis factor-measurements factor-saturations ﬁeld ﬁgures ﬁnal ﬁnd ﬁrst ﬁt ﬁve ﬂuency formula frequency given group factors Hexagon Test hypothesis individual inﬂuence inter-correlations investigation Karl Pearson latent root linear loadings maximum likelihood mean measurements mental method multiple multivariate normal distribution musical N.V.C. score negative saturations observed correlations obtained orthogonal positive problem procedure product-sum Psych Psychol psychological qualitative quantitative R. A. Fisher reduced self-correlations regression reliability residuals responses Rorschach test rotation matrix sample signiﬁcant simple summation Spearman speciﬁc factors square standard deviation statistical subjects submatrices suggested total number traits validity values variables variance weighted summation zero