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Interpretation of components or factors involves much subjective decision making on the part of the researcher....

  1. Interpretation of components or factors involves much subjective decision making on the part of the researcher.

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  1. When interpreting or naming components, one should pay particular attention to the size and direction of each loading.

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  1. A bipolar factor refers to a component that contains both high positive and high negative loadings.

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  1. Principal components analysis may be used as a variable reducing scheme for further analysis.

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  1. Factor scores are estimates of the scores participants would have received on each of the factors had they been measured directly.

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Math   Statistics-And-Probability   
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