Q-Q plot of 3rd principal component

The PRINCOMP Procedure

Observations 55
Variables 8

Simple Statistics
  t1 t2 t3 t4 t5 t6 t7 t8
Mean 10.47109091 20.94036364 46.43872727 1.793272727 3.698181818 13.84581818 28.98909091 136.6240000
StD 0.35142921 0.64464737 1.45701757 0.063684830 0.155909410 0.80116048 1.80773162 9.2270335

Correlation Matrix
  t1 t2 t3 t4 t5 t6 t7 t8
t1 1.0000 0.9226 0.8411 0.7560 0.7002 0.6195 0.6325 0.5199
t2 0.9226 1.0000 0.8507 0.8066 0.7750 0.6954 0.6965 0.5962
t3 0.8411 0.8507 1.0000 0.8702 0.8353 0.7786 0.7872 0.7050
t4 0.7560 0.8066 0.8702 1.0000 0.9180 0.8636 0.8690 0.8065
t5 0.7002 0.7750 0.8353 0.9180 1.0000 0.9281 0.9347 0.8655
t6 0.6195 0.6954 0.7786 0.8636 0.9281 1.0000 0.9746 0.9322
t7 0.6325 0.6965 0.7872 0.8690 0.9347 0.9746 1.0000 0.9432
t8 0.5199 0.5962 0.7050 0.8065 0.8655 0.9322 0.9432 1.0000

Eigenvalues of the Correlation Matrix
  Eigenvalue Difference Proportion Cumulative
1 6.62214613 5.74452784 0.8278 0.8278
2 0.87761829 0.71829715 0.1097 0.9375
3 0.15932114 0.03527176 0.0199 0.9574
4 0.12404939 0.04416911 0.0155 0.9729
5 0.07988027 0.01191512 0.0100 0.9829
6 0.06796515 0.02154562 0.0085 0.9914
7 0.04641953 0.02381943 0.0058 0.9972
8 0.02260010   0.0028 1.0000

Eigenvectors
  Prin1 Prin2 Prin3 Prin4 Prin5 Prin6 Prin7 Prin8
t1 0.317556 0.566878 0.332262 0.127628 0.262555 -.593704 0.136241 0.105542
t2 0.336979 0.461626 0.360657 -.259116 -.153957 0.656137 -.112640 -.096054
t3 0.355645 0.248273 -.560467 0.652341 -.218323 0.156625 -.002854 -.000127
t4 0.368684 0.012430 -.532482 -.479999 0.540053 -.014692 -.238016 -.038165
t5 0.372810 -.139797 -.153443 -.404510 -.487715 -.157843 0.610011 0.139291
t6 0.364374 -.312030 0.189764 0.029588 -.253979 -.141299 -.591299 0.546697
t7 0.366773 -.306860 0.181752 0.080069 -.133176 -.219017 -.176871 -.796795
t8 0.341926 -.438963 0.263209 0.299512 0.497928 0.315285 0.398822 0.158164

Q-Q plot of 3rd principal component

The CORR Procedure

8 Variables: t1 t2 t3 t4 t5 t6 t7 t8

Covariance Matrix, DF = 54
  t1 t2 t3 t4 t5 t6 t7 t8
t1 0.12350249 0.20902182 0.43069956 0.01692044 0.03836684 0.17441020 0.40184545 1.68601222
t2 0.20902182 0.41557024 0.79905603 0.03311545 0.07788771 0.35913859 0.81171145 3.54620963
t3 0.43069956 0.79905603 2.12290020 0.08074313 0.18974209 0.90887976 2.07341549 9.47785704
t4 0.01692044 0.03311545 0.08074313 0.00405576 0.00911532 0.04406209 0.10004933 0.47390333
t5 0.03836684 0.07788771 0.18974209 0.00911532 0.02430774 0.11592929 0.26343721 1.24516296
t6 0.17441020 0.35913859 0.90887976 0.04406209 0.11592929 0.64185811 1.41154798 6.89104852
t7 0.40184545 0.81171145 2.07341549 0.10004933 0.26343721 1.41154798 3.26789360 15.73218148
t8 1.68601222 3.54620963 9.47785704 0.47390333 1.24516296 6.89104852 15.73218148 85.13814667

Simple Statistics
Variable N Mean Std Dev Sum Minimum Maximum
t1 55 10.47109 0.35143 575.91000 9.93000 12.18000
t2 55 20.94036 0.64465 1152 19.72000 23.20000
t3 55 46.43873 1.45702 2554 43.86000 52.94000
t4 55 1.79327 0.06368 98.63000 1.70000 2.02000
t5 55 3.69818 0.15591 203.40000 3.51000 4.24000
t6 55 13.84582 0.80116 761.52000 13.01000 16.70000
t7 55 28.98909 1.80773 1594 27.38000 35.38000
t8 55 136.62400 9.22703 7514 128.22000 164.70000

Pearson Correlation Coefficients, N = 55
Prob > |r| under H0: Rho=0
  t1 t2 t3 t4 t5 t6 t7 t8
t1 1.00000
 0.92264
<.0001		 0.84115
<.0001		 0.75603
<.0001		 0.70024
<.0001		 0.61946
<.0001		 0.63254
<.0001		 0.51995
<.0001
t2 0.92264
<.0001		 1.00000
 0.85073
<.0001		 0.80663
<.0001		 0.77495
<.0001		 0.69538
<.0001		 0.69654
<.0001		 0.59618
<.0001
t3 0.84115
<.0001		 0.85073
<.0001		 1.00000
 0.87017
<.0001		 0.83527
<.0001		 0.77861
<.0001		 0.78720
<.0001		 0.70499
<.0001
t4 0.75603
<.0001		 0.80663
<.0001		 0.87017
<.0001		 1.00000
 0.91804
<.0001		 0.86359
<.0001		 0.86905
<.0001		 0.80648
<.0001
t5 0.70024
<.0001		 0.77495
<.0001		 0.83527
<.0001		 0.91804
<.0001		 1.00000
 0.92811
<.0001		 0.93470
<.0001		 0.86555
<.0001
t6 0.61946
<.0001		 0.69538
<.0001		 0.77861
<.0001		 0.86359
<.0001		 0.92811
<.0001		 1.00000
 0.97464
<.0001		 0.93219
<.0001
t7 0.63254
<.0001		 0.69654
<.0001		 0.78720
<.0001		 0.86905
<.0001		 0.93470
<.0001		 0.97464
<.0001		 1.00000
 0.94318
<.0001
t8 0.51995
<.0001		 0.59618
<.0001		 0.70499
<.0001		 0.80648
<.0001		 0.86555
<.0001		 0.93219
<.0001		 0.94318
<.0001		 1.00000

Q-Q plot of 3rd principal component

The MEANS Procedure

Variable N Mean Std Dev Minimum Maximum
t1
t2
t3
t4
t5
t6
t7
t8		 55
55
55
55
55
55
55
55		 10.4710909
20.9403636
46.4387273
1.7932727
3.6981818
13.8458182
28.9890909
136.6240000		 0.3514292
0.6446474
1.4570176
0.0636848
0.1559094
0.8011605
1.8077316
9.2270335		 9.9300000
19.7200000
43.8600000
1.7000000
3.5100000
13.0100000
27.3800000
128.2200000		 12.1800000
23.2000000
52.9400000
2.0200000
4.2400000
16.7000000
35.3800000
164.7000000

Q-Q plot of 3rd principal component

The MEANS Procedure

Variable Lower 95%
CL for Mean		 Upper 95%
CL for Mean
t1
t2
t3
t4
t5
t6
t7
t8		 10.3760863
20.7660910
46.0448402
1.7760563
3.6560336
13.6292342
28.5003926
134.1295834		 10.5660955
21.1146362
46.8326143
1.8104891
3.7403300
14.0624022
29.4777892
139.1184166