One of the primary problems with the principal components analysis of factor analysis is that it can take most of the variance to explain the first factor and leave little variance for other factors to explain.

Question

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Unfortunately,principal components analysis will try to explain as much of the variance as possible in that first factor,thus sometimes leaving little for other factors.

One of the Primary Problems with the Principal Components Analysis