Attention: There has been a dataset change in Assignment 10.
Use Five Socio-Economic Variables found in File 6.
Correlation Matrix - R
1 0.00975 0.97245 0.43887 0.02241
0.00975 1 0.15428 0.69141 0.86307
0.97245 0.15428 1 0.51472 0.12193
0.43887 0.69141 0.51472 1 0.77765
0.02241 0.86307 0.12193 0.77765 1
Eigenvalues - D
2.8733126 0
0 1.7966619
Normalized Eigenvactors - V
0.3427307 0.601629
0.4525063 -0.406417
0.3966959 0.541664
0.5500564 -0.077817
0.4667377 -0.416428
Component Pattern Matrix - A
0.5809576 0.8064212
0.7670365 -0.544759
0.6724333 0.7260444
0.9323922 -0.104306
0.79116 -0.558179
SMCs - SMC
0.9685927 0 0 0 0
0 0.8222726 0 0 0
0 0 0.9691815 0 0
0 0 0 0.7857183 0
0 0 0 0 0.8470077
Reduced Correlation Matrix - R1
0.9685927 0.00975 0.97245 0.43887 0.02241
0.00975 0.8222726 0.15428 0.69141 0.86307
0.97245 0.15428 0.9691815 0.51472 0.12193
0.43887 0.69141 0.51472 0.7857183 0.77765
0.02241 0.86307 0.12193 0.77765 0.8470077
Factor Pattern Matrix - A
0.6253324 0.7662078
0.7136936 -0.555159
0.7144805 0.6793515
0.8789927 -0.158471
0.7421484 -0.578065