Factorial Ecology for Jeff Jardine 16:39 Sunday, November 11, 2007 2 The FACTOR Procedure Initial Factor Method: Principal Components Prior Communality Estimates: ONE Eigenvalues of the Correlation Matrix: Total = 20 Average = 1 Eigenvalue Difference Proportion Cumulative 1 6.60865229 2.78663876 0.3304 0.3304 2 3.82201352 0.80827964 0.1911 0.5215 3 3.01373388 1.48696366 0.1507 0.6722 4 1.52677022 0.32711662 0.0763 0.7486 5 1.19965360 0.22130238 0.0600 0.8085 6 0.97835123 0.43154253 0.0489 0.8575 7 0.54680870 0.04864754 0.0273 0.8848 8 0.49816116 0.14058886 0.0249 0.9097 9 0.35757230 0.05518808 0.0179 0.9276 10 0.30238422 0.05454506 0.0151 0.9427 11 0.24783916 0.01168543 0.0124 0.9551 12 0.23615373 0.05249127 0.0118 0.9669 13 0.18366246 0.02715456 0.0092 0.9761 14 0.15650790 0.03445538 0.0078 0.9839 15 0.12205252 0.03314447 0.0061 0.9900 16 0.08890806 0.02856933 0.0044 0.9945 17 0.06033872 0.02395872 0.0030 0.9975 18 0.03638001 0.02253458 0.0018 0.9993 19 0.01384542 0.01363453 0.0007 1.0000 20 0.00021089 0.0000 1.0000 Rotated Factor Pattern Factor1 Factor2 Factor3 Factor4 Factor5 pchange percentage population change -0.01160 -0.16742 -0.19191 0.04511 0.49498 p_04 population under age 5 0.21636 -0.53252 -0.56819 -0.02014 -0.23207 p_15 population share 5-14 0.72867 -0.37801 -0.41672 -0.06456 -0.24384 p_20 population share 15-19 0.83419 -0.18385 -0.19667 -0.23132 -0.02153 p_75 population share 65-74 0.02651 0.02614 0.91607 -0.11437 -0.14208 p_85 population share over 75 -0.10737 0.08461 0.90679 -0.02629 -0.09122 single single population share -0.79022 0.40231 -0.21238 -0.02859 0.14179 hown homeownership rate 0.93822 -0.12644 -0.06560 0.13870 -0.03660 hrnt rental rate -0.93917 0.12509 0.06540 -0.13768 0.03866 unemp unemployment rate -0.60783 -0.26813 0.01089 -0.53902 -0.16199 n_lf population not in labour force -0.02336 -0.16694 0.73467 -0.56124 0.01086 scioc natural and applied science employment -0.19113 0.38921 0.05401 0.01793 0.76665 sococ social sciences, education, govt, and religion employment 0.10661 0.84745 0.09041 -0.01363 0.11421 artoc arts, recreation, and culture employment -0.38121 0.79276 0.04828 0.04453 0.08442 stud full-time students 0.52771 0.20870 0.18877 -0.51282 0.41451 coll pop with college as highest level of education 0.08394 -0.12170 -0.14363 0.85610 0.05333 uni pop with univ as highest level of education 0.01676 0.80797 0.05780 -0.22913 0.45775 artdeg share of arts and fine arts degrees -0.29793 0.87522 -0.00468 0.02409 -0.16033 sbdeg share of sci,eng,bus degrees 0.29897 -0.87651 0.01140 0.00438 0.15909 avval average dwelling value ratio 0.50822 0.56639 0.14421 -0.42090 0.10516 Variance Explained by Each Factor Factor1 Factor2 Factor3 Factor4 Factor5 4.9582180 4.8537754 2.9209656 1.9470772 1.4907873 Final Communality Estimates: Total = 16.170824 pchange p_04 p_15 p_20 p_75 p_85 single hown hrnt unemp n_lf scioc sococ artoc stud coll uni artdeg sbdeg avval 0.31203621 0.70748274 0.91112730 0.82232319 0.87383781 0.84996279 0.85232623 0.92112931 0.92242329 0.75824840 0.88325720 0.77901236 0.75094287 0.78522276 0.79247202 0.77824291 0.91847165 0.88108609 0.88311353 0.78810485