c) Using the table below how many factors should the researcher keep and why? Factor Initial...

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c) Using the table below how many factors should the researcher keep and why? Factor Initial Eigenvalues Cumulative % Total % of Variance 1 3,751 31,257 31,257 2 2,492 20,768 52,025 3 1,115 9,293 61,318 4 0,851 7,088 68,407 5 0,77 6,413 74,819 6 0,605 5,043 79,862 7 0,577 4,808 84,67 8 0,497 4,144 88,814 9 0,444 3,696 92,51 10 0,341 2,839 95,349 11 0,309 2,571 97,92 12 0,25 2,08 100 d) Provided that the cut point for choosing meaningful factor loadings is 0,40, Interpret the following factor matrix: Rotated Factor Matrix Factor Trait Social extraversion Ascendance 1 -0,135 2 3 0,665 -0,118 -0,109 0,548 -0,098 Thinking extraversion -0,072 -0,026 0,53 Rhathymia 0,391 0,606 0,206 General activity -0,219 0,68 -0,07 Lack of agreeableness 0,119 0,54 0,197 Lack of cooperativeness 0,466 0,029 0,06 Lack of objectivity 0,614 0,044 -0,187 Nervousness 0,759 -0,171 -0,021 Inferiority feelings 0,677 -0,469 0,101 Cyclic tendencies 0,785 0,106 -0,005 Depression 0,784 -0,227 -0,076 c) Using the table below how many factors should the researcher keep and why? Factor Initial Eigenvalues Cumulative % Total % of Variance 1 3,751 31,257 31,257 2 2,492 20,768 52,025 3 1,115 9,293 61,318 4 0,851 7,088 68,407 5 0,77 6,413 74,819 6 0,605 5,043 79,862 7 0,577 4,808 84,67 8 0,497 4,144 88,814 9 0,444 3,696 92,51 10 0,341 2,839 95,349 11 0,309 2,571 97,92 12 0,25 2,08 100 d) Provided that the cut point for choosing meaningful factor loadings is 0,40, Interpret the following factor matrix: Rotated Factor Matrix Factor Trait Social extraversion Ascendance 1 -0,135 2 3 0,665 -0,118 -0,109 0,548 -0,098 Thinking extraversion -0,072 -0,026 0,53 Rhathymia 0,391 0,606 0,206 General activity -0,219 0,68 -0,07 Lack of agreeableness 0,119 0,54 0,197 Lack of cooperativeness 0,466 0,029 0,06 Lack of objectivity 0,614 0,044 -0,187 Nervousness 0,759 -0,171 -0,021 Inferiority feelings 0,677 -0,469 0,101 Cyclic tendencies 0,785 0,106 -0,005 Depression 0,784 -0,227 -0,076