Cereal_Factor_Output - Initial Factor Analysis of Cereal...

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Unformatted text preview: Initial Factor Analysis of Cereal Data 1 The FACTOR Procedure Initial Factor Analysis of Cereal Data 1 The FACTOR Procedure Correlations calories protein fat sodium fiber carbo sugars shelf potass calories 1.00000 0.03399 0.50737 0.29625-0.29521 0.27061 0.56912 0.08924-0.07136 protein 0.03399 1.00000 0.20235 0.01156 0.51401-0.03674-0.28658 0.19563 0.57874 fat 0.50737 0.20235 1.00000 0.00082 0.01404-0.28493 0.28715 0.27798 0.19964 sodium 0.29625 0.01156 0.00082 1.00000-0.07073 0.32841 0.03706-0.12190-0.03944 fiber-0.29521 0.51401 0.01404-0.07073 1.00000-0.37908-0.15095 0.31379 0.91150 carbo 0.27061-0.03674-0.28493 0.32841-0.37908 1.00000-0.45207-0.18900-0.36500 sugars 0.56912-0.28658 0.28715 0.03706-0.15095-0.45207 1.00000 0.06145 0.00141 shelf 0.08924 0.19563 0.27798-0.12190 0.31379-0.18900 0.06145 1.00000 0.39459 potass-0.07136 0.57874 0.19964-0.03944 0.91150-0.36500 0.00141 0.39459 1.00000 Initial Factor Analysis of Cereal Data 2 The FACTOR Procedure Initial Factor Method: Principal Components Initial Factor Analysis of Cereal Data 2 The FACTOR Procedure Initial Factor Method: Principal Components Prior Communality Estimates: ONE Eigenvalues of the Correlation Matrix: Total = 9 Average = 1 Eigenvalue Difference Proportion Cumulative 1 2.81783269 0.74349192 0.3131 0.3131 2 2.07434076 0.56895391 0.2305 0.5436 3 1.50538685 0.59173868 0.1673 0.7108 4 0.91364817 0.17661639 0.1015 0.8124 5 0.73703178 0.20381194 0.0819 0.8942 6 0.53321983 0.19208831 0.0592 0.9535 7 0.34113152 0.28264467 0.0379 0.9914 8 0.05848685 0.03956530 0.0065 0.9979 9 0.01892155 0.0021 1.0000 3 factors will be retained by the NFACTOR criterion. Initial Factor Analysis of Cereal Data 3 The FACTOR Procedure Initial Factor Method: Principal Components Scree Plot of Eigenvalues & & & 3.0 & & 1 & & & 2.5 & & & & & 2 E 2.0 E 2....
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This note was uploaded on 12/26/2010 for the course CPSC 499 taught by Professor Staff during the Spring '08 term at University of Illinois, Urbana Champaign.

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Cereal_Factor_Output - Initial Factor Analysis of Cereal...

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