Which statement is not correct concerning factor scores?
A)In principal components analysis it is possible to compute exact factor scores that are uncorrelated.
B)In common factor analysis,estimates of factor scores are obtained,and there is no guarantee that factors will be uncorrelated with each other.
C)Factor scores can be used instead of the original variables in subsequent multivariate analysis.
D)All statements are correct.

Question

Quizplus · Accepted Answer

All the statements provided are correct regarding factor scores. In principal components analysis, exact factor scores can indeed be computed and are typically uncorrelated due to the orthogonal nature of principal components. In common factor analysis, factor scores are estimated and may not necessarily be uncorrelated, reflecting the underlying model's assumptions. Factor scores can be used in place of original variables for further analysis, offering a way to reduce dimensionality and potentially clarify patterns in the data.

Which Statement Is Not Correct Concerning Factor Scores