Use SAS to do Exploratory Factor Analysis.
User Generated
Nxhabybxvln
Computer Science
Description
SAS
Exploratory Factor Analysis HW
Perform an Exploratory Factor Analysis paralleling the HBAT analysis performed in the textbook and in class, but now use the HATCO dataset, variables, X1 –X7.
Include the following analyses:
Exploratory Factor Analysis seeking the best parsimonious set of variables and factors, based on deleting variables per their MSA score and cross-dual loadings, and factors based on contribution to variance contribution and explanation
Provide a brief management summary including key selected results
along with the SAS program and output as an appendix.
Unformatted Attachment Preview
Exploratory Factor Analysis
Selected HBAT SAS Results
SAS Output
The SAS System
Obs
X6
X7
X8
X9
X10
X11
X12
X13
X14
X15
X16
X17
X18
1
8.5
3.9
2.5
5.9
4.8
4.9
6.0
6.8
4.7
4.3
5.0
5.1
3.7
2
8.2
2.7
5.1
7.2
3.4
7.9
3.1
5.3
5.5
4.0
3.9
4.3
4.9
3
9.2
3.4
5.6
5.6
5.4
7.4
5.8
4.5
6.2
4.6
5.4
4.0
4.5
4
6.4
3.3
7.0
3.7
4.7
4.7
4.5
8.8
7.0
3.6
4.3
4.1
3.0
5
9.0
3.4
5.2
4.6
2.2
6.0
4.5
6.8
6.1
4.5
4.5
3.5
3.5
6
6.5
2.8
3.1
4.1
4.0
4.3
3.7
8.5
5.1
9.5
3.6
4.7
3.3
7
6.9
3.7
5.0
2.6
2.1
2.3
5.4
8.9
4.8
2.5
2.1
4.2
2.0
8
6.2
3.3
3.9
4.8
4.6
3.6
5.1
6.9
5.4
4.8
4.3
6.3
3.7
9
5.8
3.6
5.1
6.7
3.7
5.9
5.8
9.3
5.9
4.4
4.4
6.1
4.6
10
6.4
4.5
5.1
6.1
4.7
5.7
5.7
8.4
5.4
5.3
4.1
5.8
4.4
11
8.7
3.2
4.6
4.8
2.7
6.8
4.6
6.8
5.8
7.5
3.8
3.7
4.0
12
6.1
4.9
6.3
3.9
4.4
3.9
6.4
8.2
5.8
5.9
3.0
4.9
3.2
13
9.5
5.6
4.6
6.9
5.0
6.9
6.6
7.6
6.5
5.3
5.1
4.5
4.4
14
9.2
3.9
5.7
5.5
2.4
8.4
4.8
7.1
6.7
3.0
4.5
2.6
4.2
15
6.3
4.5
4.7
6.9
4.5
6.8
5.9
8.8
6.0
5.4
4.8
6.2
5.2
16
8.7
3.2
4.0
6.8
3.2
7.8
3.8
4.9
6.1
5.0
4.3
3.9
4.5
17
5.7
4.0
6.7
6.0
3.3
5.5
5.1
6.2
6.7
5.4
4.2
6.2
4.5
18
5.9
4.1
5.5
7.2
3.5
6.4
5.5
8.4
6.2
6.3
5.7
5.8
4.8
19
5.6
3.4
5.1
6.4
3.7
5.7
5.6
9.1
5.4
6.1
5.0
6.0
4.5
20
9.1
4.5
3.6
6.4
5.3
5.3
7.1
8.4
5.8
6.7
4.5
6.1
4.4
21
5.2
3.8
7.1
5.2
3.9
4.3
5.0
8.4
7.1
4.6
3.3
4.9
3.3
22
9.6
5.7
6.8
5.9
5.4
8.3
7.8
4.5
6.4
6.5
4.3
3.0
4.3
23
8.6
3.6
7.4
5.1
3.5
7.3
4.7
3.7
6.7
6.0
4.8
3.4
4.0
24
9.3
2.4
2.6
7.2
2.2
7.2
4.5
6.2
6.4
4.2
6.7
4.4
4.5
25
6.0
4.1
5.3
4.7
3.5
5.3
5.3
8.0
6.5
3.9
4.7
5.3
4.0
26
6.4
3.6
6.6
6.1
4.0
3.9
5.3
7.1
6.1
3.7
5.6
6.6
3.9
27
8.5
3.0
7.2
5.8
4.1
7.6
3.7
4.8
6.9
6.7
5.3
3.8
4.4
28
7.0
3.3
5.4
5.5
2.6
4.8
4.2
9.0
6.5
5.9
4.3
5.2
3.7
4.4
29
8.5
3.0
5.7
6.0
2.3
7.6
3.7
4.8
5.8
6.0
5.7
3.8
30
7.6
3.6
3.0
4.0
5.1
4.2
4.6
7.7
4.9
7.2
4.7
5.5
3.5
31
6.9
3.4
8.5
4.3
4.5
6.4
4.7
5.2
7.7
3.3
3.7
2.7
3.3
32
8.1
2.5
7.2
4.5
2.3
5.1
3.8
6.6
6.8
6.1
3.0
3.5
3.0
33
6.7
3.7
6.5
5.3
5.3
5.1
4.9
9.2
5.7
4.2
3.5
4.5
3.4
34
8.0
3.3
6.1
5.7
5.5
4.6
4.7
8.7
5.9
3.8
4.7
6.6
4.2
35
6.7
4.0
5.2
3.9
3.0
5.4
6.8
8.4
6.2
6.0
2.5
4.3
3.5
2.5
36
8.7
3.2
6.1
4.3
3.5
6.1
2.9
5.6
6.1
6.5
3.1
2.9
37
9.0
3.4
5.9
4.6
3.9
6.0
4.5
6.8
6.4
4.3
3.9
3.5
3.5
38
9.6
4.1
6.2
7.3
2.9
7.7
5.5
7.7
6.1
4.4
5.2
4.6
4.9
39
8.2
3.6
3.9
6.2
5.8
4.9
5.0
9.0
5.2
7.1
4.7
6.9
4.5
40
6.1
4.9
3.0
4.8
5.1
3.9
6.4
8.2
5.1
6.8
4.5
4.9
3.2
41
8.3
3.4
3.3
5.5
3.1
4.6
5.2
9.1
4.1
1.7
4.6
5.8
3.9
42
9.4
3.8
4.7
5.4
3.8
6.5
4.9
8.5
4.9
6.2
4.1
4.5
4.1
43
9.3
5.1
4.6
6.8
5.8
6.6
6.3
7.4
5.1
4.1
4.6
4.6
4.3
44
5.1
5.1
6.6
6.9
4.4
5.4
7.8
5.9
7.2
5.2
4.9
6.3
4.5
45
8.0
2.5
4.7
7.1
3.6
7.7
3.0
5.2
5.1
3.9
4.3
4.2
4.7
46
5.9
4.1
5.7
5.9
5.8
6.4
5.5
8.4
6.4
5.1
5.2
5.8
4.8
47
10.0
4.3
7.1
6.3
2.9
5.4
4.5
3.8
6.7
3.7
5.0
4.0
3.5
48
5.7
3.8
6.8
7.5
5.7
5.7
6.0
8.2
6.6
4.8
6.5
7.3
5.2
49
9.9
3.7
3.7
6.1
4.2
7.0
6.7
6.8
5.9
7.2
4.5
3.4
3.9
50
7.9
3.9
4.3
5.8
4.4
6.9
5.8
4.7
5.2
3.6
4.1
4.2
4.3
51
6.7
3.6
5.9
4.2
3.4
4.7
4.8
7.2
5.7
5.3
4.0
3.6
2.8
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
52
8.2
2.7
3.7
7.4
2.7
7.9
3.1
5.3
5.3
5.0
4.5
4.3
4.9
53
9.4
2.5
4.8
6.1
3.2
7.3
4.6
6.3
6.3
9.2
4.7
4.6
4.6
54
6.9
3.4
5.7
4.4
3.3
6.4
4.7
5.2
6.4
4.4
3.2
2.7
3.3
55
8.0
3.3
3.8
5.8
3.2
4.6
4.7
8.7
5.3
4.2
4.9
6.6
4.2
56
9.3
3.8
7.3
5.7
3.7
6.4
5.5
7.4
6.6
5.9
4.1
3.2
3.4
57
7.4
5.1
4.8
7.7
4.5
7.2
6.9
9.6
6.4
7.4
5.7
6.5
5.5
58
7.6
3.6
5.2
5.8
5.6
6.6
5.4
4.4
6.7
6.4
4.6
3.9
4.0
59
10.0
4.3
5.3
3.7
4.2
5.4
4.5
3.8
6.7
4.5
3.7
4.0
3.5
60
9.9
2.8
7.2
6.9
2.6
5.8
3.5
5.4
6.2
7.0
5.6
4.9
4.0
61
8.7
3.2
8.4
6.1
2.8
7.8
3.8
4.9
7.2
4.5
5.4
3.9
4.5
62
8.4
3.8
6.7
5.0
4.5
4.7
5.9
6.7
5.1
4.2
2.7
5.0
3.6
63
8.8
3.9
3.8
5.1
4.3
4.7
4.8
5.8
5.0
7.2
4.4
3.7
2.9
64
7.7
2.2
6.3
4.5
2.4
4.7
3.4
6.2
6.0
4.7
3.3
3.1
2.6
65
6.6
3.6
5.8
4.1
4.9
4.7
4.8
7.2
6.5
3.9
3.5
3.6
2.8
66
5.7
3.8
3.5
6.7
5.4
5.7
6.0
8.2
5.4
5.0
4.7
7.3
5.2
67
5.7
4.0
7.9
6.4
2.7
5.5
5.1
6.2
7.5
6.4
5.0
6.2
4.5
68
5.5
3.7
4.7
5.4
4.3
5.3
4.9
6.0
5.6
2.5
4.5
5.9
4.3
69
7.5
3.5
3.8
3.5
2.9
4.1
4.5
7.6
5.1
5.2
4.0
5.4
3.4
70
6.4
3.6
2.7
5.3
3.9
3.9
5.3
7.1
5.2
5.5
4.7
6.6
3.9
71
9.1
4.5
6.1
5.9
6.3
5.3
7.1
8.4
7.1
5.7
5.4
6.1
4.4
72
6.7
3.2
3.0
3.7
4.8
6.3
4.5
5.0
5.2
2.5
2.9
2.6
3.1
73
6.5
4.3
2.7
6.6
6.5
6.3
6.0
8.7
4.7
6.3
4.6
5.6
4.6
74
9.9
3.7
7.5
4.7
5.6
7.0
6.7
6.8
7.2
4.6
4.1
3.4
3.9
75
8.5
3.9
5.3
5.5
5.0
4.9
6.0
6.8
5.7
3.6
4.4
5.1
3.7
76
9.9
3.0
6.8
5.0
5.4
5.9
4.8
4.9
7.3
7.6
3.1
4.3
3.8
77
7.6
3.6
7.6
4.6
4.7
4.6
5.0
7.4
8.1
6.6
4.5
5.8
3.9
78
9.4
3.8
7.0
6.2
4.7
6.5
4.9
8.5
7.3
2.4
4.3
4.5
4.1
79
9.3
3.5
6.3
7.6
5.5
7.5
5.9
4.6
6.6
3.1
5.2
4.1
4.6
80
7.1
3.4
4.9
4.1
4.0
5.0
5.9
7.8
6.1
3.5
2.6
3.1
2.7
81
9.9
3.0
7.4
4.8
4.0
5.9
4.8
4.9
5.9
6.9
3.2
4.3
3.8
82
8.7
3.2
6.4
4.9
2.4
6.8
4.6
6.8
6.3
5.1
4.3
3.7
4.0
83
8.6
2.9
5.8
3.9
2.9
5.6
4.0
6.3
6.1
4.0
2.7
3.0
3.0
84
6.4
3.2
6.7
3.6
2.2
2.9
5.0
8.4
7.3
6.5
2.0
3.7
1.6
85
7.7
2.6
6.7
6.6
1.9
7.2
4.3
5.9
6.5
4.1
4.7
3.9
4.3
86
7.5
3.5
4.1
4.5
3.5
4.1
4.5
7.6
4.9
2.8
3.4
5.4
3.4
87
5.0
3.6
1.3
3.0
3.5
4.2
4.9
8.2
4.3
7.6
2.4
4.8
3.1
88
7.7
2.6
8.0
6.7
3.5
7.2
4.3
5.9
6.9
7.7
5.1
3.9
4.3
89
9.1
3.6
5.5
5.4
4.2
6.2
4.6
8.3
6.5
4.1
4.6
4.3
3.9
90
5.5
5.5
7.7
7.0
5.6
5.7
8.2
6.3
7.4
4.9
5.5
6.7
4.9
91
9.1
3.7
7.0
4.1
4.4
6.3
5.4
7.3
7.5
4.6
4.4
3.0
3.3
92
7.1
4.2
4.1
2.6
2.1
3.3
4.5
9.9
5.5
3.5
2.0
4.0
2.4
93
9.2
3.9
4.6
5.3
4.2
8.4
4.8
7.1
6.2
6.6
4.4
2.6
4.2
94
9.3
3.5
5.4
7.8
4.6
7.5
5.9
4.6
6.4
4.9
4.8
4.1
4.6
95
9.3
3.8
4.0
4.6
4.7
6.4
5.5
7.4
5.3
4.8
3.6
3.2
3.4
96
8.6
4.8
5.6
5.3
2.3
6.0
5.7
6.7
5.8
3.6
4.9
3.6
3.6
97
7.4
3.4
2.6
5.0
4.1
4.4
4.8
7.2
4.5
6.4
4.2
5.6
3.7
98
8.7
3.2
3.3
3.2
3.1
6.1
2.9
5.6
5.0
4.3
3.1
2.9
2.5
99
7.8
4.9
5.8
5.3
5.2
5.3
7.1
7.9
6.0
5.7
4.3
4.9
3.9
100
7.9
3.0
4.4
5.1
5.9
4.2
4.8
9.7
5.7
5.8
3.4
5.4
3.5
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The PRINCOMP Procedure
Observations
100
Variables
13
Simple Statistics
X6
X7
X8
X9
X10
X11
X12
X13
X14
X15
X16
X17
X18
Mean
7.810000000
3.672000000
5.365000000
5.442000000
4.010000000
5.805000000
5.123000000
6.974000000
6.043000000
5.150000000
4.278000000
4.610000000
3.886000000
StD
1.396279327
0.700516404
1.530456788
1.208403237
1.126942767
1.315285044
1.072319774
1.545055326
0.819738194
1.493047862
0.928839832
1.206003501
0.734437186
Correlation Matrix
X6
X7
X8
X9
X10
X11
X12
X13
X14
X15
X16
X17
X18
X6
X6 - Product Quality
1.0000
-.1372
0.0956
0.1064
-.0535
0.4775
-.1518
-.4013
0.0883
0.0270
0.1043
-.4931
0.0277
X7
X7 - E-Commerce
-.1372
1.0000
0.0009
0.1402
0.4299
-.0527
0.7915
0.2295
0.0519
-.0274
0.1561
0.2707
0.1916
X8
X8 - Technical Support
0.0956
0.0009
1.0000
0.0967
-.0629
0.1926
0.0170
-.2708
0.7972
-.0736
0.0801
-.1861
0.0254
X9
X9 - Complaint Resolution
0.1064
0.1402
0.0967
1.0000
0.1969
0.5614
0.2298
-.1280
0.1404
0.0594
0.7569
0.3945
0.8651
X10
X10 - Advertizing
-.0535
0.4299
-.0629
0.1969
1.0000
-.0116
0.5422
0.1342
0.0108
0.0842
0.1842
0.3336
0.2759
X11
X11 - Product Line
0.4775
-.0527
0.1926
0.5614
-.0116
1.0000
-.0613
-.4949
0.2731
0.0462
0.4244
-.3780
0.6019
X12
X12 - Salesforce Image
-.1518
0.7915
0.0170
0.2298
0.5422
-.0613
1.0000
0.2646
0.1075
0.0316
0.1951
0.3522
0.2716
X13
X13 - Competitive Pricing
-.4013
0.2295
-.2708
-.1280
0.1342
-.4949
0.2646
1.0000
-.2450
0.0232
-.1146
0.4711
-.0729
X14
X14 - Warranty & Claims
0.0883
0.0519
0.7972
0.1404
0.0108
0.2731
0.1075
-.2450
1.0000
0.0352
0.1971
-.1703
0.1094
X15
X15 - New Products
0.0270
-.0274
-.0736
0.0594
0.0842
0.0462
0.0316
0.0232
0.0352
1.0000
0.0685
0.0941
0.1057
X16
X16 - Order & Billing
0.1043
0.1561
0.0801
0.7569
0.1842
0.4244
0.1951
-.1146
0.1971
0.0685
1.0000
0.4070
0.7510
X17
X17 - Price Flexibility
-.4931
0.2707
-.1861
0.3945
0.3336
-.3780
0.3522
0.4711
-.1703
0.0941
0.4070
1.0000
0.4967
X18
X18 - Delivery Speed
0.0277
0.1916
0.0254
0.8651
0.2759
0.6019
0.2716
-.0729
0.1094
0.1057
0.7510
0.4967
1.0000
Eigenvalues of the Correlation Matrix
Eigenvalue
Difference
Proportion
Cumulative
1
3.56707480
0.56943025
0.2744
0.2744
2
2.99764455
1.25956706
0.2306
0.5050
3
1.73807749
0.45085244
0.1337
0.6387
4
1.28722505
0.28198745
0.0990
0.7377
5
1.00523760
0.38662334
0.0773
0.8150
6
0.61861426
0.06718656
0.0476
0.8626
7
0.55142770
0.10443379
0.0424
0.9050
8
0.44699392
0.16625812
0.0344
0.9394
9
0.28073579
0.08002691
0.0216
0.9610
10
0.20070888
0.03451354
0.0154
0.9764
0.9892
11
0.16619534
0.03513646
0.0128
12
0.13105888
0.12205313
0.0101
0.9993
13
0.00900575
0.0007
1.0000
Eigenvectors
Prin1
Prin2
Prin3
Prin4
Prin5
Prin6
Prin7
Prin8
Prin9
Prin10
Prin11
Prin12
Prin13
0.003255
X6
X6 - Product Quality
0.008446
0.362093
-.046789
0.470255
0.050073
0.053218
0.665897
-.332255
0.224624
-.007874
0.189165
-.004950
X7
X7 - E-Commerce
0.244269
-.258875
0.359007
0.342228
-.097699
0.376719
-.207885
-.180962
-.043336
0.568040
0.125663
-.242747
-.024897
X8
X8 - Technical Support
0.069090
0.274059
0.525036
-.364880
0.014241
-.052463
0.128571
-.021438
0.362263
0.317860
-.378153
0.340652
0.007707
X9
X9 - Complaint Resolution
0.457137
0.123074
-.200458
-.102402
-.085960
0.056968
0.018868
0.044897
0.309076
-.143601
-.421513
-.646669
-.014147
X10
X10 - Advertizing
0.255225
-.209683
0.182980
0.326436
0.125542
-.780693
0.137993
0.247025
-.126152
0.132664
-.087893
-.064371
-.012735
X11
X11 - Product Line
0.252450
0.421962
-.103700
0.217520
-.032055
0.163392
-.144097
0.514515
-.077804
0.095834
0.079386
0.183830
0.575848
X12
X12 - Salesforce Image
0.290987
-.272813
0.358673
0.295593
-.013096
0.195906
-.090505
-.061311
0.124506
-.663204
-.145869
0.308661
0.049861
X13
X13 - Competitive Pricing
-.008246
-.432241
-.014075
-.153777
0.023285
0.358024
0.627503
0.483105
-.130051
0.074305
-.102645
0.009554
-.017853
X14
X14 - Warranty & Claims
0.128458
0.267964
0.522777
-.322833
0.130058
0.001573
0.107127
0.073585
-.295546
-.264417
0.461179
-.360901
-.013022
X15
X15 - New Products
0.065686
-.012015
-.095045
0.015273
0.970118
0.145935
-.104671
-.045241
0.028927
0.056037
-.081985
0.003969
-.011435
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
X16
X16 - Order & Billing
0.430501
0.101718
-.168350
-.148939
-.056610
0.028760
0.137670
-.400150
-.668399
0.055765
-.264091
0.225869
0.008058
X17
X17 - Price Flexibility
0.278547
-.375150
-.149854
-.345748
0.013587
-.154763
0.094101
-.281631
0.301071
0.053263
0.379418
0.067534
0.534199
X18
X18 - Delivery Speed
0.478712
0.072835
-.216497
-.083898
-.037678
0.020893
-.066947
0.211163
0.202325
0.066811
0.385748
0.296113
-.615473
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The PRINCOMP Procedure
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The PRINCOMP Procedure
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The FACTOR Procedure
Input Data Type
Raw Data
Number of Records Read
100
Number of Records Used
100
N for Significance Tests
100
Means and Standard Deviations
from 100 Observations
Variable
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
Mean
Std Dev
X6
7.8100000
1.3962793
X7
3.6720000
0.7005164
X8
5.3650000
1.5304568
X9
5.4420000
1.2084032
X10
4.0100000
1.1269428
X11
5.8050000
1.3152850
X12
5.1230000
1.0723198
X13
6.9740000
1.5450553
X14
6.0430000
0.8197382
X15
5.1500000
1.4930479
X16
4.2780000
0.9288398
X17
4.6100000
1.2060035
X18
3.8860000
0.7344372
SAS Output
The SAS System
The FACTOR Procedure
Initial Factor Method: Principal Components
Partial Correlations Controlling all other Variables
X6
X7
X8
X9
X10
X11
X12
X13
X14
X15
X16
X17
X18
1.00000
-0.03771
0.04869
0.08213
0.12226
0.02317
0.00626
-0.05437
-0.12393
0.07585
0.18884
-0.13458
-0.01305
-0.03771
1.00000
0.05971
-0.11740
-0.00164
0.15678
0.72879
0.01774
-0.09100
-0.09110
0.10465
0.13394
-0.13622
0.04869
0.05971
1.00000
0.15045
-0.04877
-0.06686
-0.07717
-0.12510
0.79187
-0.14330
-0.16045
-0.03124
0.02777
X9 - Complaint Resolution
0.08213
-0.11740
0.15045
1.00000
-0.09162
0.15186
0.15429
-0.04897
-0.12279
-0.06054
0.31201
0.14307
0.08071
X10
X10 - Advertizing
0.12226
-0.00164
-0.04877
-0.09162
1.00000
0.10140
0.33311
-0.09010
0.01994
0.02572
-0.04369
0.15061
-0.06399
X11
X11 - Product Line
0.02317
0.15678
-0.06686
0.15186
0.10140
1.00000
-0.27304
0.08759
0.10312
0.11766
-0.04379
-0.95288
0.94102
X12
X12 - Salesforce Image
0.00626
0.72879
-0.07717
0.15429
0.33311
-0.27304
1.00000
0.13802
0.17167
0.05399
-0.10021
-0.24120
0.25413
X13
X13 - Competitive Pricing
-0.05437
0.01774
-0.12510
-0.04897
-0.09010
0.08759
0.13802
1.00000
0.01926
-0.01503
-0.10615
0.21164
-0.12649
X14
X14 - Warranty & Claims
-0.12393
-0.09100
0.79187
-0.12279
0.01994
0.10312
0.17167
0.01926
1.00000
0.13825
0.25015
0.02886
-0.07009
X15
X15 - New Products
0.07585
-0.09110
-0.14330
-0.06054
0.02572
0.11766
0.05399
-0.01503
0.13825
1.00000
-0.03113
0.13688
-0.08997
X16
X16 - Order & Billing
0.18884
0.10465
-0.16045
0.31201
-0.04369
-0.04379
-0.10021
-0.10615
0.25015
-0.03113
1.00000
0.03732
0.10856
X17
X17 - Price Flexibility
-0.13458
0.13394
-0.03124
0.14307
0.15061
-0.95288
-0.24120
0.21164
0.02886
0.13688
0.03732
1.00000
0.92227
X18
X18 - Delivery Speed
-0.01305
-0.13622
0.02777
0.08071
-0.06399
0.94102
0.25413
-0.12649
-0.07009
-0.08997
0.10856
0.92227
1.00000
X6
X6 - Product Quality
X7
X7 - E-Commerce
X8
X8 - Technical Support
X9
Kaiser's Measure of Sampling Adequacy: Overall MSA = 0.60870461
X6
X7
X8
X9
X10
X11
X12
X13
X14
X15
X16
X17
X18
0.87333494
0.62017070
0.52701809
0.88951120
0.80663277
0.44784686
0.58627959
0.87917735
0.52930825
0.31444052
0.85889120
0.44237394
0.53319443
Prior Communality Estimates: ONE
Eigenvalues of the Correlation Matrix: Total
= 13 Average = 1
Eigenvalue
Difference
Proportion
Cumulative
1
3.56707480
0.56943025
0.2744
0.2744
2
2.99764455
1.25956706
0.2306
0.5050
3
1.73807749
0.45085244
0.1337
0.6387
4
1.28722505
0.28198745
0.0990
0.7377
5
1.00523760
0.38662334
0.0773
0.8150
6
0.61861426
0.06718656
0.0476
0.8626
7
0.55142770
0.10443379
0.0424
0.9050
8
0.44699392
0.16625812
0.0344
0.9394
9
0.28073579
0.08002691
0.0216
0.9610
10
0.20070888
0.03451354
0.0154
0.9764
11
0.16619534
0.03513646
0.0128
0.9892
12
0.13105888
0.12205313
0.0101
0.9993
13
0.00900575
0.0007
1.0000
5 factors will be retained by the NFACTOR criterion.
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
Factor Pattern
Factor1
Factor2
Factor3
Factor4
Factor5
X18
X18 - Delivery Speed
0.90413
0.12610
-0.28542
-0.09519
-0.03778
X9
X9 - Complaint Resolution
0.86338
0.21309
-0.26428
-0.11618
-0.08618
X16
X16 - Order & Billing
0.81307
0.17611
-0.22195
-0.16898
-0.05676
X12
X12 - Salesforce Image
0.54958
-0.47234
0.47286
0.33537
-0.01313
X10
X10 - Advertizing
0.48204
-0.36304
0.24123
0.37036
0.12587
X11
X11 - Product Line
0.47680
0.73057
-0.13671
0.24679
-0.03214
X6
X6 - Product Quality
0.01595
0.62692
-0.06169
0.53353
0.05020
X17
X17 - Price Flexibility
0.52608
-0.64952
-0.19756
-0.39227
0.01362
X13
X13 - Competitive Pricing
-0.01557
-0.74837
-0.01856
-0.17447
0.02335
X8
X8 - Technical Support
0.13049
0.47450
0.69219
-0.41398
0.01428
X14
X14 - Warranty & Claims
0.24261
0.46395
0.68921
-0.36627
0.13040
X7
X7 - E-Commerce
0.46134
-0.44821
0.47330
0.38828
-0.09795
X15
X15 - New Products
0.12406
-0.02080
-0.12530
0.01733
0.97266
Variance Explained by Each Factor
Factor1
Factor2
Factor3
Factor4
Factor5
3.5670748
2.9976445
1.7380775
1.2872251
1.0052376
Final Communality Estimates: Total = 10.595259
X6
X7
X8
X9
X10
X11
X12
X13
X14
X15
X16
X17
X18
0.68426202
0.79809704
0.89288069
0.88160161
0.57536119
0.84169896
0.86138453
0.59162909
0.90027621
0.97788351
0.77314161
0.89173717
0.92530586
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The FACTOR Procedure
Input Data Type
Raw Data
Number of Records Read
100
Number of Records Used
100
N for Significance Tests
100
Means and Standard Deviations
from 100 Observations
Variable
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
Mean
Std Dev
X6
7.8100000
1.3962793
X7
3.6720000
0.7005164
X8
5.3650000
1.5304568
X9
5.4420000
1.2084032
X10
4.0100000
1.1269428
X11
5.8050000
1.3152850
X12
5.1230000
1.0723198
X13
6.9740000
1.5450553
X14
6.0430000
0.8197382
X15
5.1500000
1.4930479
X16
4.2780000
0.9288398
X17
4.6100000
1.2060035
X18
3.8860000
0.7344372
SAS Output
The SAS System
The FACTOR Procedure
Initial Factor Method: Principal Components
Partial Correlations Controlling all other Variables
X6
X7
X8
X9
X10
X11
X12
X13
X14
X15
X16
X17
X18
1.00000
-0.03771
0.04869
0.08213
0.12226
0.02317
0.00626
-0.05437
-0.12393
0.07585
0.18884
-0.13458
-0.01305
-0.03771
1.00000
0.05971
-0.11740
-0.00164
0.15678
0.72879
0.01774
-0.09100
-0.09110
0.10465
0.13394
-0.13622
0.04869
0.05971
1.00000
0.15045
-0.04877
-0.06686
-0.07717
-0.12510
0.79187
-0.14330
-0.16045
-0.03124
0.02777
X9 - Complaint Resolution
0.08213
-0.11740
0.15045
1.00000
-0.09162
0.15186
0.15429
-0.04897
-0.12279
-0.06054
0.31201
0.14307
0.08071
X10
X10 - Advertizing
0.12226
-0.00164
-0.04877
-0.09162
1.00000
0.10140
0.33311
-0.09010
0.01994
0.02572
-0.04369
0.15061
-0.06399
X11
X11 - Product Line
0.02317
0.15678
-0.06686
0.15186
0.10140
1.00000
-0.27304
0.08759
0.10312
0.11766
-0.04379
-0.95288
0.94102
X12
X12 - Salesforce Image
0.00626
0.72879
-0.07717
0.15429
0.33311
-0.27304
1.00000
0.13802
0.17167
0.05399
-0.10021
-0.24120
0.25413
X13
X13 - Competitive Pricing
-0.05437
0.01774
-0.12510
-0.04897
-0.09010
0.08759
0.13802
1.00000
0.01926
-0.01503
-0.10615
0.21164
-0.12649
X14
X14 - Warranty & Claims
-0.12393
-0.09100
0.79187
-0.12279
0.01994
0.10312
0.17167
0.01926
1.00000
0.13825
0.25015
0.02886
-0.07009
X15
X15 - New Products
0.07585
-0.09110
-0.14330
-0.06054
0.02572
0.11766
0.05399
-0.01503
0.13825
1.00000
-0.03113
0.13688
-0.08997
X16
X16 - Order & Billing
0.18884
0.10465
-0.16045
0.31201
-0.04369
-0.04379
-0.10021
-0.10615
0.25015
-0.03113
1.00000
0.03732
0.10856
X17
X17 - Price Flexibility
-0.13458
0.13394
-0.03124
0.14307
0.15061
-0.95288
-0.24120
0.21164
0.02886
0.13688
0.03732
1.00000
0.92227
X18
X18 - Delivery Speed
-0.01305
-0.13622
0.02777
0.08071
-0.06399
0.94102
0.25413
-0.12649
-0.07009
-0.08997
0.10856
0.92227
1.00000
X6
X6 - Product Quality
X7
X7 - E-Commerce
X8
X8 - Technical Support
X9
Kaiser's Measure of Sampling Adequacy: Overall MSA = 0.60870461
X6
X7
X8
X9
X10
X11
X12
X13
X14
X15
X16
X17
X18
0.87333494
0.62017070
0.52701809
0.88951120
0.80663277
0.44784686
0.58627959
0.87917735
0.52930825
0.31444052
0.85889120
0.44237394
0.53319443
Prior Communality Estimates: ONE
Eigenvalues of the Correlation Matrix: Total
= 13 Average = 1
Eigenvalue
Difference
Proportion
Cumulative
1
3.56707480
0.56943025
0.2744
0.2744
2
2.99764455
1.25956706
0.2306
0.5050
3
1.73807749
0.45085244
0.1337
0.6387
4
1.28722505
0.28198745
0.0990
0.7377
5
1.00523760
0.38662334
0.0773
0.8150
6
0.61861426
0.06718656
0.0476
0.8626
7
0.55142770
0.10443379
0.0424
0.9050
8
0.44699392
0.16625812
0.0344
0.9394
9
0.28073579
0.08002691
0.0216
0.9610
10
0.20070888
0.03451354
0.0154
0.9764
11
0.16619534
0.03513646
0.0128
0.9892
12
0.13105888
0.12205313
0.0101
0.9993
13
0.00900575
0.0007
1.0000
5 factors will be retained by the NFACTOR criterion.
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
Factor Pattern
Factor1
Factor2
Factor3
Factor4
Factor5
X18
X18 - Delivery Speed
0.90413
0.12610
-0.28542
-0.09519
-0.03778
X9
X9 - Complaint Resolution
0.86338
0.21309
-0.26428
-0.11618
-0.08618
X16
X16 - Order & Billing
0.81307
0.17611
-0.22195
-0.16898
-0.05676
X12
X12 - Salesforce Image
0.54958
-0.47234
0.47286
0.33537
-0.01313
X10
X10 - Advertizing
0.48204
-0.36304
0.24123
0.37036
0.12587
X11
X11 - Product Line
0.47680
0.73057
-0.13671
0.24679
-0.03214
X6
X6 - Product Quality
0.01595
0.62692
-0.06169
0.53353
0.05020
X17
X17 - Price Flexibility
0.52608
-0.64952
-0.19756
-0.39227
0.01362
X13
X13 - Competitive Pricing
-0.01557
-0.74837
-0.01856
-0.17447
0.02335
X8
X8 - Technical Support
0.13049
0.47450
0.69219
-0.41398
0.01428
X14
X14 - Warranty & Claims
0.24261
0.46395
0.68921
-0.36627
0.13040
X7
X7 - E-Commerce
0.46134
-0.44821
0.47330
0.38828
-0.09795
X15
X15 - New Products
0.12406
-0.02080
-0.12530
0.01733
0.97266
Variance Explained by Each Factor
Factor1
Factor2
Factor3
Factor4
Factor5
3.5670748
2.9976445
1.7380775
1.2872251
1.0052376
Final Communality Estimates: Total = 10.595259
X6
X7
X8
X9
X10
X11
X12
X13
X14
X15
X16
X17
X18
0.68426202
0.79809704
0.89288069
0.88160161
0.57536119
0.84169896
0.86138453
0.59162909
0.90027621
0.97788351
0.77314161
0.89173717
0.92530586
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The FACTOR Procedure
Rotation Method: Varimax
Orthogonal Transformation Matrix
1
1
2
3
4
5
0.86773
-0.01364
0.47263
0.13504
0.07237
2
0.19517
0.77190
-0.44909
0.40507
-0.01765
3
-0.38958
0.00093
0.51687
0.75411
-0.11130
4
-0.21692
0.63557
0.55473
-0.49098
0.01414
5
-0.10057
0.00579
0.00762
0.08907
0.99089
Rotated Factor Pattern
Factor1
Factor2
Factor3
Factor4
Factor5
X18
X18 - Delivery Speed
0.94480
0.02403
0.17007
0.00131
0.05620
X9
X9 - Complaint Resolution
0.92760
0.07812
0.11066
0.05298
0.00110
X16
X16 - Order & Billing
0.86874
0.01692
0.09630
0.09168
0.02181
X6
X6 - Product Quality
0.03944
0.82303
-0.00954
-0.04790
0.05424
X11
X11 - Product Line
X13
X13 - Competitive Pricing
X17
0.55928
0.71396
-0.03675
0.13319
0.00847
-0.11685
-0.68822
0.22253
-0.23150
0.03482
X17 - Price Flexibility
0.49042
-0.75796
0.22072
-0.14723
0.07948
X12
X12 - Salesforce Image
0.12905
-0.15858
0.90222
0.07364
-0.01279
X7
X7 - E-Commerce
0.05408
-0.10561
0.87861
0.03830
-0.10295
X10
X10 - Advertizing
0.16044
-0.05046
0.72196
-0.07068
0.14441
X8
X8 - Technical Support
0.02454
0.10210
-0.02319
0.93634
-0.06768
X14
X14 - Warranty & Claims
0.09891
0.12342
0.06035
0.93188
0.05669
X15
X15 - New Products
0.05083
-0.00123
0.02024
-0.00804
0.98733
Variance Explained by Each Factor
Factor1
Factor2
Factor3
Factor4
Factor5
3.1345951
2.3067596
2.2618825
1.8636097
1.0284127
Final Communality Estimates: Total = 10.595259
X6
X7
X8
X9
X10
X11
X12
X13
X14
X15
X16
X17
X18
0.68426202
0.79809704
0.89288069
0.88160161
0.57536119
0.84169896
0.86138453
0.59162909
0.90027621
0.97788351
0.77314161
0.89173717
0.92530586
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The FACTOR Procedure
Rotation Method: Varimax
Scoring Coefficients Estimated by Regression
Squared Multiple Correlations of the Variables with Each Factor
Factor1
Factor2
Factor3
Factor4
Factor5
1.0000000
1.0000000
1.0000000
1.0000000
1.0000000
Standardized Scoring Coefficients
Factor1
Factor2
Factor3
Factor4
Factor5
X18
X18 - Delivery Speed
0.31195
-0.01835
-0.02528
-0.03961
-0.00240
X9
X9 - Complaint Resolution
0.31134
-0.00643
-0.04684
-0.01650
-0.05304
X16
X16 - Order & Billing
0.29316
-0.04164
-0.05791
0.01771
-0.02813
X6
X6 - Product Quality
-0.03641
0.42506
0.12016
-0.14050
0.05593
X11
X11 - Product Line
0.15582
0.30790
0.01918
-0.03952
-0.01484
X13
X13 - Competitive Pricing
-0.02129
-0.27867
0.02952
-0.04115
0.02638
X17
X17 - Price Flexibility
0.19471
-0.36298
-0.06069
-0.00274
0.03627
X12
X12 - Salesforce Image
-0.05825
0.04204
0.42863
0.03306
-0.02561
X7
X7 - E-Commerce
-0.07868
0.07423
0.43561
0.00547
-0.11060
X10
X10 - Advertizing
-0.03545
0.08839
0.35056
-0.05626
0.12461
X8
X8 - Technical Support
-0.02418
-0.08226
-0.02625
0.52855
-0.03495
X14
X14 - Warranty & Claims
-0.01658
-0.06119
0.01074
0.52217
0.08257
X15
X15 - New Products
-0.04332
0.00826
-0.00287
0.02709
0.96963
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The FACTOR Procedure
Input Data Type
Raw Data
Number of Records Read
100
Number of Records Used
100
N for Significance Tests
100
Means and Standard Deviations
from 100 Observations
Variable
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
Mean
Std Dev
X6
7.8100000
1.3962793
X7
3.6720000
0.7005164
X8
5.3650000
1.5304568
X9
5.4420000
1.2084032
X10
4.0100000
1.1269428
X11
5.8050000
1.3152850
X12
5.1230000
1.0723198
X13
6.9740000
1.5450553
X14
6.0430000
0.8197382
X16
4.2780000
0.9288398
X17
4.6100000
1.2060035
X18
3.8860000
0.7344372
SAS Output
The SAS System
The FACTOR Procedure
Initial Factor Method: Principal Components
Partial Correlations Controlling all other Variables
X6
X7
X8
X9
X10
X11
X12
X13
X14
X16
X17
X18
1.00000
-0.04494
0.03832
0.07790
0.12461
0.03241
0.01040
-0.05568
-0.11488
0.18711
-0.12574
-0.02001
-0.04494
1.00000
0.07383
-0.11256
-0.00400
0.14770
0.72795
0.01919
-0.10503
0.10799
0.12314
-0.12909
0.03832
0.07383
1.00000
0.16108
-0.05302
-0.08518
-0.08592
-0.12424
0.78767
-0.15770
-0.05187
0.04125
X9 - Complaint Resolution
0.07790
-0.11256
0.16108
1.00000
-0.09338
0.14601
0.15152
-0.04815
-0.13268
0.31462
0.13631
0.08667
X10
X10 - Advertizing
0.12461
-0.00400
-0.05302
-0.09338
1.00000
0.10520
0.33510
-0.09053
0.02373
-0.04452
0.15565
-0.06660
X11
X11 - Product Line
0.03241
0.14770
-0.08518
0.14601
0.10520
1.00000
-0.26895
0.08644
0.12139
-0.04781
-0.95229
0.94076
X12
X12 - Salesforce Image
0.01040
0.72795
-0.08592
0.15152
0.33510
-0.26895
1.00000
0.13742
0.18114
-0.10209
-0.23637
0.25065
X13
X13 - Competitive Pricing
-0.05568
0.01919
-0.12424
-0.04815
-0.09053
0.08644
0.13742
1.00000
0.01735
-0.10575
0.21160
-0.12566
X14
X14 - Warranty & Claims
-0.11488
-0.10503
0.78767
-0.13268
0.02373
0.12139
0.18114
0.01735
1.00000
0.24835
0.04871
-0.08367
X16
X16 - Order & Billing
0.18711
0.10799
-0.15770
0.31462
-0.04452
-0.04781
-0.10209
-0.10575
0.24835
1.00000
0.03339
0.11187
X17
X17 - Price Flexibility
-0.12574
0.12314
-0.05187
0.13631
0.15565
-0.95229
-0.23637
0.21160
0.04871
0.03339
1.00000
0.92234
X18
X18 - Delivery Speed
-0.02001
-0.12909
0.04125
0.08667
-0.06660
0.94076
0.25065
-0.12566
-0.08367
0.11187
0.92234
1.00000
X6
X6 - Product Quality
X7
X7 - E-Commerce
X8
X8 - Technical Support
X9
Kaiser's Measure of Sampling Adequacy: Overall MSA = 0.61212249
X6
X7
X8
X9
X10
X11
X12
X13
X14
X16
X17
X18
0.88433098
0.62447848
0.53109650
0.88982362
0.80096627
0.44926360
0.58736933
0.87993546
0.53286926
0.85848306
0.44406502
0.53282157
Prior Communality Estimates: ONE
Eigenvalues of the Correlation Matrix: Total
= 12 Average = 1
Eigenvalue
Difference
Proportion
Cumulative
1
3.55598484
0.55863475
0.2963
0.2963
2
2.99735009
1.26605798
0.2498
0.5461
3
1.73129211
0.44413617
0.1443
0.6904
4
1.28715594
0.65937752
0.1073
0.7976
5
0.62777842
0.07177880
0.0523
0.8500
6
0.55599962
0.10792096
0.0463
0.8963
7
0.44807866
0.16671190
0.0373
0.9336
8
0.28136676
0.07781008
0.0234
0.9571
9
0.20355668
0.03231743
0.0170
0.9740
10
0.17123924
0.04016912
0.0143
0.9883
11
0.13107012
0.12194259
12
0.00912753
0.0109
0.9992
0.0008
1.0000
4 factors will be retained by the NFACTOR criterion.
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
Factor Pattern
Factor1
Factor2
Factor3
Factor4
X18
X18 - Delivery Speed
0.90361
0.12344
-0.29078
-0.09416
X9
X9 - Complaint Resolution
0.86468
0.21023
-0.27263
-0.11456
X16
X16 - Order & Billing
0.81380
0.17350
-0.22858
-0.16777
X12
X12 - Salesforce Image
0.55019
-0.47461
0.46994
0.33501
X10
X10 - Advertizing
0.47996
-0.36442
0.24446
0.36893
X11
X11 - Product Line
0.47864
0.72916
-0.13861
0.24735
X6
X6 - Product Quality
0.01640
0.62720
-0.05753
0.53298
X17
X17 - Price Flexibility
0.52266
-0.65090
-0.20013
-0.39197
X13
X13 - Competitive Pricing
-0.01850
-0.74820
-0.01825
-0.17467
X14
X14 - Warranty & Claims
0.24460
0.46296
0.69481
-0.36868
X8
X8 - Technical Support
0.13608
0.47314
0.69032
-0.41487
X7
X7 - E-Commerce
0.46395
-0.45059
0.46620
0.38889
Variance Explained by Each Factor
Factor1
Factor2
Factor3
Factor4
3.5559848
2.9973501
1.7312921
1.2871559
Final Communality Estimates: Total = 9.571783
X6
X7
X8
X9
X10
X11
X12
X13
X14
X16
X17
X18
0.68102788
0.78684979
0.89104455
0.87932342
0.55902838
0.84116435
0.86102860
0.59099410
0.89285064
0.77277319
0.89053676
0.92516131
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The FACTOR Procedure
Input Data Type
Raw Data
Number of Records Read
100
Number of Records Used
100
N for Significance Tests
100
Means and Standard Deviations
from 100 Observations
Variable
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
Mean
Std Dev
X6
7.8100000
1.3962793
X7
3.6720000
0.7005164
X8
5.3650000
1.5304568
X9
5.4420000
1.2084032
X10
4.0100000
1.1269428
X11
5.8050000
1.3152850
X12
5.1230000
1.0723198
X13
6.9740000
1.5450553
X14
6.0430000
0.8197382
X16
4.2780000
0.9288398
X17
4.6100000
1.2060035
X18
3.8860000
0.7344372
SAS Output
The SAS System
The FACTOR Procedure
Initial Factor Method: Principal Components
Partial Correlations Controlling all other Variables
X6
X7
X8
X9
X10
X11
X12
X13
X14
X16
X17
X18
1.00000
-0.04494
0.03832
0.07790
0.12461
0.03241
0.01040
-0.05568
-0.11488
0.18711
-0.12574
-0.02001
-0.04494
1.00000
0.07383
-0.11256
-0.00400
0.14770
0.72795
0.01919
-0.10503
0.10799
0.12314
-0.12909
0.03832
0.07383
1.00000
0.16108
-0.05302
-0.08518
-0.08592
-0.12424
0.78767
-0.15770
-0.05187
0.04125
X9 - Complaint Resolution
0.07790
-0.11256
0.16108
1.00000
-0.09338
0.14601
0.15152
-0.04815
-0.13268
0.31462
0.13631
0.08667
X10
X10 - Advertizing
0.12461
-0.00400
-0.05302
-0.09338
1.00000
0.10520
0.33510
-0.09053
0.02373
-0.04452
0.15565
-0.06660
X11
X11 - Product Line
0.03241
0.14770
-0.08518
0.14601
0.10520
1.00000
-0.26895
0.08644
0.12139
-0.04781
-0.95229
0.94076
X12
X12 - Salesforce Image
0.01040
0.72795
-0.08592
0.15152
0.33510
-0.26895
1.00000
0.13742
0.18114
-0.10209
-0.23637
0.25065
X13
X13 - Competitive Pricing
-0.05568
0.01919
-0.12424
-0.04815
-0.09053
0.08644
0.13742
1.00000
0.01735
-0.10575
0.21160
-0.12566
X14
X14 - Warranty & Claims
-0.11488
-0.10503
0.78767
-0.13268
0.02373
0.12139
0.18114
0.01735
1.00000
0.24835
0.04871
-0.08367
X16
X16 - Order & Billing
0.18711
0.10799
-0.15770
0.31462
-0.04452
-0.04781
-0.10209
-0.10575
0.24835
1.00000
0.03339
0.11187
X17
X17 - Price Flexibility
-0.12574
0.12314
-0.05187
0.13631
0.15565
-0.95229
-0.23637
0.21160
0.04871
0.03339
1.00000
0.92234
X18
X18 - Delivery Speed
-0.02001
-0.12909
0.04125
0.08667
-0.06660
0.94076
0.25065
-0.12566
-0.08367
0.11187
0.92234
1.00000
X6
X6 - Product Quality
X7
X7 - E-Commerce
X8
X8 - Technical Support
X9
Kaiser's Measure of Sampling Adequacy: Overall MSA = 0.61212249
X6
X7
X8
X9
X10
X11
X12
X13
X14
X16
X17
X18
0.88433098
0.62447848
0.53109650
0.88982362
0.80096627
0.44926360
0.58736933
0.87993546
0.53286926
0.85848306
0.44406502
0.53282157
Prior Communality Estimates: ONE
Eigenvalues of the Correlation Matrix: Total
= 12 Average = 1
Eigenvalue
Difference
Proportion
Cumulative
1
3.55598484
0.55863475
0.2963
0.2963
2
2.99735009
1.26605798
0.2498
0.5461
3
1.73129211
0.44413617
0.1443
0.6904
4
1.28715594
0.65937752
0.1073
0.7976
5
0.62777842
0.07177880
0.0523
0.8500
6
0.55599962
0.10792096
0.0463
0.8963
7
0.44807866
0.16671190
0.0373
0.9336
8
0.28136676
0.07781008
0.0234
0.9571
9
0.20355668
0.03231743
0.0170
0.9740
10
0.17123924
0.04016912
0.0143
0.9883
11
0.13107012
0.12194259
12
0.00912753
0.0109
0.9992
0.0008
1.0000
4 factors will be retained by the NFACTOR criterion.
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
Factor Pattern
Factor1
Factor2
Factor3
Factor4
X18
X18 - Delivery Speed
0.90361
0.12344
-0.29078
-0.09416
X9
X9 - Complaint Resolution
0.86468
0.21023
-0.27263
-0.11456
X16
X16 - Order & Billing
0.81380
0.17350
-0.22858
-0.16777
X12
X12 - Salesforce Image
0.55019
-0.47461
0.46994
0.33501
X10
X10 - Advertizing
0.47996
-0.36442
0.24446
0.36893
X11
X11 - Product Line
0.47864
0.72916
-0.13861
0.24735
X6
X6 - Product Quality
0.01640
0.62720
-0.05753
0.53298
X17
X17 - Price Flexibility
0.52266
-0.65090
-0.20013
-0.39197
X13
X13 - Competitive Pricing
-0.01850
-0.74820
-0.01825
-0.17467
X14
X14 - Warranty & Claims
0.24460
0.46296
0.69481
-0.36868
X8
X8 - Technical Support
0.13608
0.47314
0.69032
-0.41487
X7
X7 - E-Commerce
0.46395
-0.45059
0.46620
0.38889
Variance Explained by Each Factor
Factor1
Factor2
Factor3
Factor4
3.5559848
2.9973501
1.7312921
1.2871559
Final Communality Estimates: Total = 9.571783
X6
X7
X8
X9
X10
X11
X12
X13
X14
X16
X17
X18
0.68102788
0.78684979
0.89104455
0.87932342
0.55902838
0.84116435
0.86102860
0.59099410
0.89285064
0.77277319
0.89053676
0.92516131
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The FACTOR Procedure
Rotation Method: Varimax
Orthogonal Transformation Matrix
1
2
3
4
0.86853
-0.01011
0.47558
0.13918
2
0.19141
0.77124
-0.45183
0.40548
3
-0.40245
0.00195
0.51316
0.75809
4
-0.21691
0.63647
0.55349
-0.49144
1
Rotated Factor Pattern
Factor1
Factor2
Factor3
Factor4
X18
X18 - Delivery Speed
0.94589
0.02557
0.17263
0.00165
X9
X9 - Complaint Resolution
0.92581
0.07995
0.11293
0.05521
X16
X16 - Order & Billing
0.86841
0.01836
0.09847
0.09278
X6
X6 - Product Quality
0.04184
0.82267
-0.01011
-0.04895
X11
X11 - Product Line
0.55741
0.71467
-0.03605
0.13564
X13
X13 - Competitive Pricing
-0.11405
-0.68806
0.22321
-0.23395
X17
X17 - Price Flexibility
0.49492
-0.75715
0.22302
-0.15027
X12
X12 - Salesforce Image
0.12522
-0.15746
0.90267
0.07575
X7
X7 - E-Commerce
0.04473
-0.10378
0.87871
0.04417
X10
X10 - Advertizing
0.16870
-0.05062
0.72255
-0.07695
X8
X8 - Technical Support
0.02092
0.10082
-0.02444
0.93800
X14
X14 - Warranty & Claims
0.10140
0.12128
0.05964
0.92968
Variance Explained by Each Factor
Factor1
Factor2
Factor3
Factor4
3.1332390
2.3046236
2.2663953
1.8675251
Final Communality Estimates: Total = 9.571783
X6
X7
X8
X9
X10
X11
X12
X13
X14
X16
X17
X18
0.68102788
0.78684979
0.89104455
0.87932342
0.55902838
0.84116435
0.86102860
0.59099410
0.89285064
0.77277319
0.89053676
0.92516131
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The FACTOR Procedure
Rotation Method: Varimax
Scoring Coefficients Estimated by Regression
Squared Multiple Correlations of the Variables
with Each Factor
Factor1
Factor2
Factor3
Factor4
1.0000000
1.0000000
1.0000000
1.0000000
Standardized Scoring Coefficients
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
Factor1
Factor2
Factor3
Factor4
X18
X18 - Delivery Speed
0.31205
-0.01769
-0.02443
-0.03931
X9
X9 - Complaint Resolution
0.30730
-0.00532
-0.04612
-0.01336
X16
X16 - Order & Billing
0.29125
-0.04089
-0.05721
0.01929
X6
X6 - Product Quality
-0.03238
0.42482
0.11978
-0.14320
X11
X11 - Product Line
0.15401
0.30841
0.01937
-0.03776
X13
X13 - Competitive Pricing
-0.01862
-0.27886
0.02979
-0.04324
X17
X17 - Price Flexibility
0.19867
-0.36301
-0.05985
-0.00557
X12
X12 - Salesforce Image
-0.06162
0.04250
0.42847
0.03519
X7
X7 - E-Commerce
-0.08936
0.07556
0.43538
0.01286
X10
X10 - Advertizing
-0.02504
0.08757
0.35022
-0.06433
X8
X8 - Technical Support
-0.02711
-0.08301
-0.02691
0.53001
X14
X14 - Warranty & Claims
-0.01008
-0.06310
0.01033
0.51721
SAS Output
The SAS System
The FACTOR Procedure
Input Data Type
Raw Data
Number of Records Read
100
Number of Records Used
100
N for Significance Tests
100
Means and Standard Deviations
from 100 Observations
Variable
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
Mean
Std Dev
X6
7.8100000
1.3962793
X7
3.6720000
0.7005164
X8
5.3650000
1.5304568
X9
5.4420000
1.2084032
X10
4.0100000
1.1269428
X11
5.8050000
1.3152850
X12
5.1230000
1.0723198
X13
6.9740000
1.5450553
X14
6.0430000
0.8197382
X16
4.2780000
0.9288398
X18
3.8860000
0.7344372
SAS Output
The SAS System
The FACTOR Procedure
Initial Factor Method: Principal Components
Partial Correlations Controlling all other Variables
X6
X7
X8
X9
X10
X11
X12
X13
X14
X16
X18
1.00000
-0.06137
0.04526
0.06183
0.10719
0.50256
0.04163
-0.08486
-0.12211
0.18448
-0.35477
-0.06137
1.00000
0.06806
-0.09742
0.01547
0.10050
0.72474
0.04665
-0.09991
0.11302
-0.04045
0.04526
0.06806
1.00000
0.15567
-0.06194
-0.11741
-0.07591
-0.13853
0.78714
-0.15973
-0.01707
X9 - Complaint Resolution
0.06183
-0.09742
0.15567
1.00000
-0.07374
0.05360
0.12394
-0.01994
-0.12738
0.32236
0.55488
X10
X10 - Advertizing
0.10719
0.01547
-0.06194
-0.07374
1.00000
-0.14272
0.31080
-0.05965
0.03174
-0.03983
0.20164
X11
X11 - Product Line
0.50256
0.10050
-0.11741
0.05360
-0.14272
1.00000
-0.14787
-0.38577
0.24605
-0.26099
0.52936
X12
X12 - Salesforce Image
0.04163
0.72474
-0.07591
0.12394
0.31080
-0.14787
1.00000
0.09204
0.17478
-0.11326
0.08692
X13
X13 - Competitive Pricing
-0.08486
0.04665
-0.13853
-0.01994
-0.05965
-0.38577
0.09204
1.00000
0.02833
-0.10102
0.18405
X14
X14 - Warranty & Claims
-0.12211
-0.09991
0.78714
-0.12738
0.03174
0.24605
0.17478
0.02833
1.00000
0.25041
-0.10039
X16
X16 - Order & Billing
0.18448
0.11302
-0.15973
0.32236
-0.03983
-0.26099
-0.11326
-0.10102
0.25041
1.00000
0.36944
X18
X18 - Delivery Speed
-0.35477
-0.04045
-0.01707
0.55488
0.20164
0.52936
0.08692
0.18405
-0.10039
0.36944
1.00000
X6
X6 - Product Quality
X7
X7 - E-Commerce
X8
X8 - Technical Support
X9
Kaiser's Measure of Sampling Adequacy: Overall MSA = 0.65314222
X6
X7
X8
X9
X10
X11
X12
X13
X14
X16
X18
0.50870653
0.62555473
0.51900806
0.78655521
0.77936148
0.62232766
0.62184217
0.75282649
0.51076125
0.76001478
0.66557683
Prior Communality Estimates: ONE
Eigenvalues of the Correlation Matrix: Total
= 11 Average = 1
Eigenvalue
Difference
Proportion
Cumulative
1
3.42697133
0.87607462
0.3115
0.3115
2
2.55089671
0.85992024
0.2319
0.5434
3
1.69097648
0.60442042
0.1537
0.6972
4
1.08655606
0.47713196
0.0988
0.7959
5
0.60942409
0.05754032
0.0554
0.8513
6
0.55188378
0.15036563
0.0502
0.9015
7
0.40151815
0.15456660
0.0365
0.9380
8
0.24695154
0.04339828
0.0225
0.9605
9
0.20355327
0.07071169
0.0185
0.9790
10
0.13284158
0.03441456
11
0.09842702
0.0121
0.9911
0.0089
1.0000
4 factors will be retained by the NFACTOR criterion.
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
Factor Pattern
Factor1
Factor2
Factor3
Factor4
X18
X18 - Delivery Speed
0.87579
0.11667
-0.30250
-0.20569
X9
X9 - Complaint Resolution
0.87133
0.03105
-0.27354
-0.21506
X16
X16 - Order & Billing
0.80938
0.04216
-0.21967
-0.24689
X11
X11 - Product Line
0.71598
-0.45484
-0.15121
0.21150
X12
X12 - Salesforce Image
0.37703
0.75177
0.31384
0.23159
X7
X7 - E-Commerce
X13
X13 - Competitive Pricing
X10
0.30721
0.71314
0.30591
0.28392
-0.28081
0.66035
-0.06898
-0.34768
X10 - Advertizing
0.34013
0.58083
0.11456
0.33137
X8
X8 - Technical Support
0.29192
-0.36889
0.79447
-0.20159
X14
X14 - Warranty & Claims
0.39418
-0.30613
0.77836
-0.19316
X6
X6 - Product Quality
0.24767
-0.50070
-0.08098
0.67039
Variance Explained by Each Factor
Factor1
Factor2
Factor3
Factor4
3.4269713
2.5508967
1.6909765
1.0865561
Final Communality Estimates: Total = 8.755401
X6
X7
X8
X9
X10
X11
X12
X13
X14
X16
X18
0.76802937
0.77714736
0.89311235
0.88126008
0.57597858
0.78710502
0.85944643
0.64055781
0.89224653
0.76608666
0.91443037
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The FACTOR Procedure
Input Data Type
Raw Data
Number of Records Read
100
Number of Records Used
100
N for Significance Tests
100
Means and Standard Deviations
from 100 Observations
Variable
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
Mean
Std Dev
X6
7.8100000
1.3962793
X7
3.6720000
0.7005164
X8
5.3650000
1.5304568
X9
5.4420000
1.2084032
X10
4.0100000
1.1269428
X11
5.8050000
1.3152850
X12
5.1230000
1.0723198
X13
6.9740000
1.5450553
X14
6.0430000
0.8197382
X16
4.2780000
0.9288398
X18
3.8860000
0.7344372
SAS Output
The SAS System
The FACTOR Procedure
Initial Factor Method: Principal Components
Partial Correlations Controlling all other Variables
X6
X7
X8
X9
X10
X11
X12
X13
X14
X16
X18
1.00000
-0.06137
0.04526
0.06183
0.10719
0.50256
0.04163
-0.08486
-0.12211
0.18448
-0.35477
-0.06137
1.00000
0.06806
-0.09742
0.01547
0.10050
0.72474
0.04665
-0.09991
0.11302
-0.04045
0.04526
0.06806
1.00000
0.15567
-0.06194
-0.11741
-0.07591
-0.13853
0.78714
-0.15973
-0.01707
X9 - Complaint Resolution
0.06183
-0.09742
0.15567
1.00000
-0.07374
0.05360
0.12394
-0.01994
-0.12738
0.32236
0.55488
X10
X10 - Advertizing
0.10719
0.01547
-0.06194
-0.07374
1.00000
-0.14272
0.31080
-0.05965
0.03174
-0.03983
0.20164
X11
X11 - Product Line
0.50256
0.10050
-0.11741
0.05360
-0.14272
1.00000
-0.14787
-0.38577
0.24605
-0.26099
0.52936
X12
X12 - Salesforce Image
0.04163
0.72474
-0.07591
0.12394
0.31080
-0.14787
1.00000
0.09204
0.17478
-0.11326
0.08692
X13
X13 - Competitive Pricing
-0.08486
0.04665
-0.13853
-0.01994
-0.05965
-0.38577
0.09204
1.00000
0.02833
-0.10102
0.18405
X14
X14 - Warranty & Claims
-0.12211
-0.09991
0.78714
-0.12738
0.03174
0.24605
0.17478
0.02833
1.00000
0.25041
-0.10039
X16
X16 - Order & Billing
0.18448
0.11302
-0.15973
0.32236
-0.03983
-0.26099
-0.11326
-0.10102
0.25041
1.00000
0.36944
X18
X18 - Delivery Speed
-0.35477
-0.04045
-0.01707
0.55488
0.20164
0.52936
0.08692
0.18405
-0.10039
0.36944
1.00000
X6
X6 - Product Quality
X7
X7 - E-Commerce
X8
X8 - Technical Support
X9
Kaiser's Measure of Sampling Adequacy: Overall MSA = 0.65314222
X6
X7
X8
X9
X10
X11
X12
X13
X14
X16
X18
0.50870653
0.62555473
0.51900806
0.78655521
0.77936148
0.62232766
0.62184217
0.75282649
0.51076125
0.76001478
0.66557683
Prior Communality Estimates: ONE
Eigenvalues of the Correlation Matrix: Total
= 11 Average = 1
Eigenvalue
Difference
Proportion
Cumulative
1
3.42697133
0.87607462
0.3115
0.3115
2
2.55089671
0.85992024
0.2319
0.5434
3
1.69097648
0.60442042
0.1537
0.6972
4
1.08655606
0.47713196
0.0988
0.7959
5
0.60942409
0.05754032
0.0554
0.8513
6
0.55188378
0.15036563
0.0502
0.9015
7
0.40151815
0.15456660
0.0365
0.9380
8
0.24695154
0.04339828
0.0225
0.9605
9
0.20355327
0.07071169
0.0185
0.9790
10
0.13284158
0.03441456
11
0.09842702
0.0121
0.9911
0.0089
1.0000
4 factors will be retained by the NFACTOR criterion.
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
Factor Pattern
Factor1
Factor2
Factor3
Factor4
X18
X18 - Delivery Speed
0.87579
0.11667
-0.30250
-0.20569
X9
X9 - Complaint Resolution
0.87133
0.03105
-0.27354
-0.21506
X16
X16 - Order & Billing
0.80938
0.04216
-0.21967
-0.24689
X11
X11 - Product Line
0.71598
-0.45484
-0.15121
0.21150
X12
X12 - Salesforce Image
0.37703
0.75177
0.31384
0.23159
X7
X7 - E-Commerce
X13
X13 - Competitive Pricing
X10
0.30721
0.71314
0.30591
0.28392
-0.28081
0.66035
-0.06898
-0.34768
X10 - Advertizing
0.34013
0.58083
0.11456
0.33137
X8
X8 - Technical Support
0.29192
-0.36889
0.79447
-0.20159
X14
X14 - Warranty & Claims
0.39418
-0.30613
0.77836
-0.19316
X6
X6 - Product Quality
0.24767
-0.50070
-0.08098
0.67039
Variance Explained by Each Factor
Factor1
Factor2
Factor3
Factor4
3.4269713
2.5508967
1.6909765
1.0865561
Final Communality Estimates: Total = 8.755401
X6
X7
X8
X9
X10
X11
X12
X13
X14
X16
X18
0.76802937
0.77714736
0.89311235
0.88126008
0.57597858
0.78710502
0.85944643
0.64055781
0.89224653
0.76608666
0.91443037
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The FACTOR Procedure
Rotation Method: Varimax
Orthogonal Transformation Matrix
1
2
3
4
0.85746
0.32216
0.27066
0.29617
2
0.01139
0.75813
-0.31201
-0.57250
3
-0.37572
0.32140
0.86750
-0.05464
4
-0.35139
0.46706
-0.27720
0.76259
1
Rotated Factor Pattern
Factor1
Factor2
Factor3
Factor4
X18
X18 - Delivery Speed
0.93821
0.17731
-0.00476
0.05226
X9
X9 - Complaint Resolution
0.92583
0.11589
0.04847
0.09123
X16
X16 - Order & Billing
0.86378
0.10680
0.08379
0.03930
X12
X12 - Salesforce Image
0.13256
0.90045
0.07555
-0.15926
X7
X7 - E-Commerce
0.05684
0.87056
0.04732
-0.11748
X10
X10 - Advertizing
0.13878
0.74151
-0.08164
0.01465
X8
X8 - Technical Support
0.01845
-0.02444
0.93919
0.10051
X14
X14 - Warranty & Claims
0.10994
0.05485
0.93097
0.10218
X6
X6 - Product Quality
0.00152
-0.01272
-0.03282
0.87566
X11
X11 - Product Line
0.59124
-0.06398
0.14591
0.64200
X13
X13 - Competitive Pricing
-0.08517
0.22561
-0.24550
-0.72259
Variance Explained by Each Factor
Factor1
Factor2
Factor3
Factor4
2.8928210
2.2335531
1.8554249
1.7736015
Final Communality Estimates: Total = 8.755401
X6
X7
X8
X9
X10
X11
X12
X13
X14
X16
X18
0.76802937
0.77714736
0.89311235
0.88126008
0.57597858
0.78710502
0.85944643
0.64055781
0.89224653
0.76608666
0.91443037
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The FACTOR Procedure
Rotation Method: Varimax
Scoring Coefficients Estimated by Regression
Squared Multiple Correlations of the Variables
with Each Factor
Factor1
Factor2
Factor3
Factor4
1.0000000
1.0000000
1.0000000
1.0000000
Standardized Scoring Coefficients
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
Factor1
Factor2
Factor3
Factor4
X18
X18 - Delivery Speed
0.35338
-0.02891
-0.04781
-0.08509
X9
X9 - Complaint Resolution
0.34848
-0.05330
-0.02044
-0.07377
X16
X16 - Order & Billing
0.33135
-0.05926
0.00906
-0.10569
X12
X12 - Salesforce Image
-0.04693
0.41807
0.03975
0.01626
X7
X7 - E-Commerce
-0.07974
0.42102
0.02154
0.05588
X10
X10 - Advertizing
-0.04492
0.36881
-0.06994
0.12790
X8
X8 - Technical Support
-0.03993
-0.01784
0.52718
-0.05914
X14
X14 - Warranty & Claims
-0.01322
0.01099
0.51716
-0.05794
X6
X6 - Product Quality
-0.13908
0.14725
-0.13176
0.60690
X11
X11 - Product Line
0.14231
-0.00570
-0.01935
0.31728
X13
X13 - Competitive Pricing
0.06045
0.00730
-0.04964
-0.41426
SAS Output
The SAS System
The FACTOR Procedure
Input Data Type
Raw Data
Number of Records Read
100
Number of Records Used
100
N for Significance Tests
100
Means and Standard Deviations
from 100 Observations
Variable
Mean
Std Dev
X6
7.8100000
1.3962793
X7
3.6720000
0.7005164
X8
5.3650000
1.5304568
X9
5.4420000
1.2084032
X10
4.0100000
1.1269428
X12
5.1230000
1.0723198
X13
6.9740000
1.5450553
X14
6.0430000
0.8197382
X16
4.2780000
0.9288398
X18
3.8860000
0.7344372
Correlations
X6
X7
X8
X9
X10
X12
X13
X14
X16
X18
1.00000
-0.13716
0.09560
0.10637
-0.05347
-0.15181
-0.40128
0.08831
0.10430
0.02772
-0.13716
1.00000
0.00087
0.14018
0.42989
0.79154
0.22946
0.05190
0.15615
0.19164
0.09560
0.00087
1.00000
0.09666
-0.06287
0.01699
-0.27079
0.79717
0.08010
0.02544
X6
X6 - Product Quality
X7
X7 - E-Commerce
X8
X8 - Technical Support
X9
X9 - Complaint Resolution
0.10637
0.14018
0.09666
1.00000
0.19692
0.22975
-0.12795
0.14041
0.75687
0.86509
X10
X10 - Advertizing
-0.05347
0.42989
-0.06287
0.19692
1.00000
0.54220
0.13422
0.01079
0.18424
0.27586
X12
X12 - Salesforce Image
-0.15181
0.79154
0.01699
0.22975
0.54220
1.00000
0.26460
0.10746
0.19513
0.27155
X13
X13 - Competitive Pricing
-0.40128
0.22946
-0.27079
-0.12795
0.13422
0.26460
1.00000
-0.24499
-0.11457
-0.07287
X14
X14 - Warranty & Claims
0.08831
0.05190
0.79717
0.14041
0.01079
0.10746
-0.24499
1.00000
0.19707
0.10939
X16
X16 - Order & Billing
0.10430
0.15615
0.08010
0.75687
0.18424
0.19513
-0.11457
0.19707
1.00000
0.75100
X18
X18 - Delivery Speed
0.02772
0.19164
0.02544
0.86509
0.27586
0.27155
-0.07287
0.10939
0.75100
1.00000
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The FACTOR Procedure
Initial Factor Method: Principal Components
Partial Correlations Controlling all other Variables
X6
X7
X8
X9
X10
X12
X13
X14
X16
X18
1.00000
-0.01263
-0.01601
0.10282
0.04144
-0.03823
-0.34946
0.00184
0.06388
-0.12097
X7 - E-Commerce
-0.01263
1.00000
0.05694
-0.09263
0.00114
0.72142
0.00858
-0.07796
0.09036
0.01511
X8 - Technical Support
-0.01601
0.05694
1.00000
0.15063
-0.04596
-0.05961
-0.10177
0.78774
-0.13465
-0.09404
0.10282
-0.09263
0.15063
1.00000
-0.08235
0.11747
-0.04409
-0.11798
0.31991
0.68847
0.04144
0.00114
-0.04596
-0.08235
1.00000
0.33906
-0.00503
-0.00352
-0.00270
0.15016
-0.03823
0.72142
-0.05961
0.11747
0.33906
1.00000
0.16339
0.14437
-0.07820
0.01030
-0.34946
0.00858
-0.10177
-0.04409
-0.00503
0.16339
1.00000
-0.07447
-0.00038
-0.02576
0.00184
-0.07796
0.78774
-0.11798
-0.00352
0.14437
-0.07447
1.00000
0.19900
0.03632
X16 - Order & Billing
0.06388
0.09036
-0.13465
0.31991
-0.00270
-0.07820
-0.00038
0.19900
1.00000
0.28240
X18 - Delivery Speed
-0.12097
0.01511
-0.09404
0.68847
0.15016
0.01030
-0.02576
0.03632
0.28240
1.00000
X6
X6 - Product Quality
X7
X8
X9
X9 - Complaint Resolution
X10
X10 - Advertizing
X12
X12 - Salesforce Image
X13
X13 - Competitive Pricing
X14
X14 - Warranty & Claims
X16
X18
Kaiser's Measure of Sampling Adequacy: Overall MSA = 0.66867580
X6
X7
X8
X9
X10
X12
X13
X14
X16
X18
0.61311473
0.63853737
0.51710524
0.69464923
0.81495796
0.62698301
0.73727989
0.52683913
0.83456872
0.71596573
Prior Communality Estimates: ONE
Eigenvalues of the Correlation Matrix: Total
= 10 Average = 1
Eigenvalue
Difference
Proportion
Cumulative
1
3.08604246
0.81301060
0.3086
0.3086
2
2.27303186
0.61374812
0.2273
0.5359
3
1.65928375
0.62048347
0.1659
0.7018
4
1.03880027
0.43470062
0.1039
0.8057
5
0.60409965
0.05547355
0.0604
0.8661
6
0.54862610
0.25603062
0.0549
0.9210
7
0.29259548
0.08640747
0.0293
0.9502
8
0.20618801
0.03504655
0.0206
0.9709
9
0.17114146
0.05095052
0.0171
0.9880
10
0.12019094
0.0120
1.0000
4 factors will be retained by the NFACTOR criterion.
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
Factor Pattern
Factor1
Factor2
Factor3
Factor4
X18
X18 - Delivery Speed
0.84182
0.16419
-0.36958
-0.14787
X9
X9 - Complaint Resolution
0.81902
0.26668
-0.36187
-0.12922
X16
X16 - Order & Billing
0.78298
0.27032
-0.31886
-0.13508
X12
X12 - Salesforce Image
0.63077
-0.53626
0.37668
0.17956
X7
X7 - E-Commerce
0.54419
-0.54073
0.37992
0.21637
X10
X10 - Advertizing
X13
X13 - Competitive Pricing
X8
0.52871
-0.41273
0.16139
0.33001
-0.01071
-0.69457
0.00937
-0.42224
X8 - Technical Support
0.18226
0.57868
0.70048
-0.18699
X14
X14 - Warranty & Claims
0.29374
0.54443
0.68831
-0.18526
X6
X6 - Product Quality
0.01971
0.48772
-0.11516
0.73923
Variance Explained by Each Factor
Factor1
Factor2
Factor3
Factor4
3.0860425
2.2730319
1.6592837
1.0388003
Final Communality Estimates: Total = 8.057158
X6
X7
X8
X9
X10
X12
X13
X14
X16
X18
0.79798110
0.77967853
0.89373001
0.88955210
0.58483848
0.85956702
0.66091567
0.89078408
0.80604375
0.89406760
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The FACTOR Procedure
Input Data Type
Raw Data
Number of Records Read
100
Number of Records Used
100
N for Significance Tests
100
Means and Standard Deviations
from 100 Observations
Variable
Mean
Std Dev
X6
7.8100000
1.3962793
X7
3.6720000
0.7005164
X8
5.3650000
1.5304568
X9
5.4420000
1.2084032
X10
4.0100000
1.1269428
X12
5.1230000
1.0723198
X13
6.9740000
1.5450553
X14
6.0430000
0.8197382
X16
4.2780000
0.9288398
X18
3.8860000
0.7344372
Correlations
X6
X7
X8
X9
X10
X12
X13
X14
X16
X18
1.00000
-0.13716
0.09560
0.10637
-0.05347
-0.15181
-0.40128
0.08831
0.10430
0.02772
-0.13716
1.00000
0.00087
0.14018
0.42989
0.79154
0.22946
0.05190
0.15615
0.19164
0.09560
0.00087
1.00000
0.09666
-0.06287
0.01699
-0.27079
0.79717
0.08010
0.02544
X6
X6 - Product Quality
X7
X7 - E-Commerce
X8
X8 - Technical Support
X9
X9 - Complaint Resolution
0.10637
0.14018
0.09666
1.00000
0.19692
0.22975
-0.12795
0.14041
0.75687
0.86509
X10
X10 - Advertizing
-0.05347
0.42989
-0.06287
0.19692
1.00000
0.54220
0.13422
0.01079
0.18424
0.27586
X12
X12 - Salesforce Image
-0.15181
0.79154
0.01699
0.22975
0.54220
1.00000
0.26460
0.10746
0.19513
0.27155
X13
X13 - Competitive Pricing
-0.40128
0.22946
-0.27079
-0.12795
0.13422
0.26460
1.00000
-0.24499
-0.11457
-0.07287
X14
X14 - Warranty & Claims
0.08831
0.05190
0.79717
0.14041
0.01079
0.10746
-0.24499
1.00000
0.19707
0.10939
X16
X16 - Order & Billing
0.10430
0.15615
0.08010
0.75687
0.18424
0.19513
-0.11457
0.19707
1.00000
0.75100
X18
X18 - Delivery Speed
0.02772
0.19164
0.02544
0.86509
0.27586
0.27155
-0.07287
0.10939
0.75100
1.00000
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The FACTOR Procedure
Initial Factor Method: Principal Components
Partial Correlations Controlling all other Variables
X6
X7
X8
X9
X10
X12
X13
X14
X16
X18
1.00000
-0.01263
-0.01601
0.10282
0.04144
-0.03823
-0.34946
0.00184
0.06388
-0.12097
X7 - E-Commerce
-0.01263
1.00000
0.05694
-0.09263
0.00114
0.72142
0.00858
-0.07796
0.09036
0.01511
X8 - Technical Support
-0.01601
0.05694
1.00000
0.15063
-0.04596
-0.05961
-0.10177
0.78774
-0.13465
-0.09404
0.10282
-0.09263
0.15063
1.00000
-0.08235
0.11747
-0.04409
-0.11798
0.31991
0.68847
0.04144
0.00114
-0.04596
-0.08235
1.00000
0.33906
-0.00503
-0.00352
-0.00270
0.15016
-0.03823
0.72142
-0.05961
0.11747
0.33906
1.00000
0.16339
0.14437
-0.07820
0.01030
-0.34946
0.00858
-0.10177
-0.04409
-0.00503
0.16339
1.00000
-0.07447
-0.00038
-0.02576
0.00184
-0.07796
0.78774
-0.11798
-0.00352
0.14437
-0.07447
1.00000
0.19900
0.03632
X16 - Order & Billing
0.06388
0.09036
-0.13465
0.31991
-0.00270
-0.07820
-0.00038
0.19900
1.00000
0.28240
X18 - Delivery Speed
-0.12097
0.01511
-0.09404
0.68847
0.15016
0.01030
-0.02576
0.03632
0.28240
1.00000
X6
X6 - Product Quality
X7
X8
X9
X9 - Complaint Resolution
X10
X10 - Advertizing
X12
X12 - Salesforce Image
X13
X13 - Competitive Pricing
X14
X14 - Warranty & Claims
X16
X18
Kaiser's Measure of Sampling Adequacy: Overall MSA = 0.66867580
X6
X7
X8
X9
X10
X12
X13
X14
X16
X18
0.61311473
0.63853737
0.51710524
0.69464923
0.81495796
0.62698301
0.73727989
0.52683913
0.83456872
0.71596573
Prior Communality Estimates: ONE
Eigenvalues of the Correlation Matrix: Total
= 10 Average = 1
Eigenvalue
Difference
Proportion
Cumulative
1
3.08604246
0.81301060
0.3086
0.3086
2
2.27303186
0.61374812
0.2273
0.5359
3
1.65928375
0.62048347
0.1659
0.7018
4
1.03880027
0.43470062
0.1039
0.8057
5
0.60409965
0.05547355
0.0604
0.8661
6
0.54862610
0.25603062
0.0549
0.9210
7
0.29259548
0.08640747
0.0293
0.9502
8
0.20618801
0.03504655
0.0206
0.9709
9
0.17114146
0.05095052
0.0171
0.9880
10
0.12019094
0.0120
1.0000
4 factors will be retained by the NFACTOR criterion.
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
Factor Pattern
Factor1
Factor2
Factor3
Factor4
X18
X18 - Delivery Speed
0.84182
0.16419
-0.36958
-0.14787
X9
X9 - Complaint Resolution
0.81902
0.26668
-0.36187
-0.12922
X16
X16 - Order & Billing
0.78298
0.27032
-0.31886
-0.13508
X12
X12 - Salesforce Image
0.63077
-0.53626
0.37668
0.17956
X7
X7 - E-Commerce
0.54419
-0.54073
0.37992
0.21637
X10
X10 - Advertizing
X13
X13 - Competitive Pricing
X8
0.52871
-0.41273
0.16139
0.33001
-0.01071
-0.69457
0.00937
-0.42224
X8 - Technical Support
0.18226
0.57868
0.70048
-0.18699
X14
X14 - Warranty & Claims
0.29374
0.54443
0.68831
-0.18526
X6
X6 - Product Quality
0.01971
0.48772
-0.11516
0.73923
Variance Explained by Each Factor
Factor1
Factor2
Factor3
Factor4
3.0860425
2.2730319
1.6592837
1.0388003
Final Communality Estimates: Total = 8.057158
X6
X7
X8
X9
X10
X12
X13
X14
X16
X18
0.79798110
0.77967853
0.89373001
0.88955210
0.58483848
0.85956702
0.66091567
0.89078408
0.80604375
0.89406760
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The FACTOR Procedure
Initial Factor Method: Principal Components
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The FACTOR Procedure
Rotation Method: Varimax
Orthogonal Transformation Matrix
1
2
3
4
0.80234
0.56470
0.19309
0.00897
2
0.27468
-0.58327
0.53926
0.54180
3
-0.47415
0.41044
0.77393
-0.08807
4
-0.23662
0.41527
-0.27009
0.83583
1
Rotated Factor Pattern
Factor1
Factor2
Factor3
Factor4
X9
X9 - Complaint Resolution
0.93253
0.10477
0.05679
0.07569
X18
X18 - Delivery Speed
0.93075
0.16651
0.00500
0.00547
X16
X16 - Order & Billing
0.88561
0.09751
0.08666
0.06866
X12
X12 - Salesforce Image
0.13770
0.89815
0.07563
-0.16798
X7
X7 - E-Commerce
0.05676
0.86848
0.04907
-0.14070
X10
X10 - Advertizing
0.15623
0.74258
-0.08470
0.04275
X8
X8 - Technical Support
0.01730
-0.02475
0.93988
0.09719
X14
X14 - Warranty & Claims
0.10270
0.05391
0.93305
0.08215
X6
X6 - Product Quality
0.02947
-0.01363
-0.02197
0.89244
X13
X13 - Competitive Pricing
-0.10391
0.22758
-0.25533
-0.73016
Variance Explained by Each Factor
Factor1
Factor2
Factor3
Factor4
2.5893189
2.2160590
1.8456968
1.4060836
Final Communality Estimates: Total = 8.057158
X6
X7
X8
X9
X10
X12
X13
X14
X16
X18
0.79798110
0.77967853
0.89373001
0.88955210
0.58483848
0.85956702
0.66091567
0.89078408
0.80604375
0.89406760
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The FACTOR Procedure
Rotation Method: Varimax
Scoring Coefficients Estimated by Regression
Squared Multiple Correlations of the Variables
with Each Factor
Factor1
Factor2
Factor3
Factor4
1.0000000
1.0000000
1.0000000
1.0000000
Standardized Scoring Coefficients
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
Factor1
Factor2
Factor3
Factor4
X9
X9 - Complaint Resolution
0.37800
-0.05973
-0.02068
-0.01882
X18
X18 - Delivery Speed
0.37800
-0.03862
-0.04231
-0.05778
X16
X16 - Order & Billing
0.35812
-0.05896
-0.00048
-0.02505
X12
X12 - Salesforce Image
-0.04935
0.41798
0.04125
-0.00151
X7
X7 - E-Commerce
-0.08171
0.41880
0.02671
0.02662
X10
X10 - Advertizing
-0.03371
0.37450
-0.07536
0.16012
X8
X8 - Technical Support
-0.04026
-0.01662
0.52403
-0.04916
X14
X14 - Warranty & Claims
-0.01233
0.01025
0.51675
-0.05497
X6
X6 - Product Quality
-0.07141
0.14548
-0.12897
0.71722
X13
X13 - Competitive Pricing
0.00678
0.00979
-0.05130
-0.50582
SAS Output
The SAS System
The FACTOR Procedure
Rotation Method: Varimax
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The FACTOR Procedure
Input Data Type
Raw Data
Number of Records Read
100
Number of Records Used
100
N for Significance Tests
100
Means and Standard Deviations
from 100 Observations
Variable
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
Mean
Std Dev
X6
7.8100000
1.3962793
X7
3.6720000
0.7005164
X8
5.3650000
1.5304568
X9
5.4420000
1.2084032
X10
4.0100000
1.1269428
X12
5.1230000
1.0723198
X13
6.9740000
1.5450553
X14
6.0430000
0.8197382
X16
4.2780000
0.9288398
X18
3.8860000
0.7344372
SAS Output
The SAS System
The FACTOR Procedure
Initial Factor Method: Principal Components
Partial Correlations Controlling all other Variables
X6
X7
X8
X9
X10
X12
X13
X14
X16
X18
1.00000
-0.01263
-0.01601
0.10282
0.04144
-0.03823
-0.34946
0.00184
0.06388
-0.12097
X7 - E-Commerce
-0.01263
1.00000
0.05694
-0.09263
0.00114
0.72142
0.00858
-0.07796
0.09036
0.01511
X8 - Technical Support
-0.01601
0.05694
1.00000
0.15063
-0.04596
-0.05961
-0.10177
0.78774
-0.13465
-0.09404
0.10282
-0.09263
0.15063
1.00000
-0.08235
0.11747
-0.04409
-0.11798
0.31991
0.68847
0.04144
0.00114
-0.04596
-0.08235
1.00000
0.33906
-0.00503
-0.00352
-0.00270
0.15016
-0.03823
0.72142
-0.05961
0.11747
0.33906
1.00000
0.16339
0.14437
-0.07820
0.01030
-0.34946
0.00858
-0.10177
-0.04409
-0.00503
0.16339
1.00000
-0.07447
-0.00038
-0.02576
0.00184
-0.07796
0.78774
-0.11798
-0.00352
0.14437
-0.07447
1.00000
0.19900
0.03632
X16 - Order & Billing
0.06388
0.09036
-0.13465
0.31991
-0.00270
-0.07820
-0.00038
0.19900
1.00000
0.28240
X18 - Delivery Speed
-0.12097
0.01511
-0.09404
0.68847
0.15016
0.01030
-0.02576
0.03632
0.28240
1.00000
X6
X6 - Product Quality
X7
X8
X9
X9 - Complaint Resolution
X10
X10 - Advertizing
X12
X12 - Salesforce Image
X13
X13 - Competitive Pricing
X14
X14 - Warranty & Claims
X16
X18
Kaiser's Measure of Sampling Adequacy: Overall MSA = 0.66867580
X6
X7
X8
X9
X10
X12
X13
X14
X16
X18
0.61311473
0.63853737
0.51710524
0.69464923
0.81495796
0.62698301
0.73727989
0.52683913
0.83456872
0.71596573
Prior Communality Estimates: ONE
Eigenvalues of the Correlation Matrix: Total
= 10 Average = 1
Eigenvalue
Difference
Proportion
Cumulative
1
3.08604246
0.81301060
0.3086
0.3086
2
2.27303186
0.61374812
0.2273
0.5359
3
1.65928375
0.62048347
0.1659
0.7018
4
1.03880027
0.43470062
0.1039
0.8057
5
0.60409965
0.05547355
0.0604
0.8661
6
0.54862610
0.25603062
0.0549
0.9210
7
0.29259548
0.08640747
0.0293
0.9502
8
0.20618801
0.03504655
0.0206
0.9709
9
0.17114146
0.05095052
0.0171
0.9880
10
0.12019094
0.0120
1.0000
4 factors will be retained by the NFACTOR criterion.
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
Factor Pattern
Factor1
Factor2
Factor3
Factor4
X18
X18 - Delivery Speed
0.84182
0.16419
-0.36958
-0.14787
X9
X9 - Complaint Resolution
0.81902
0.26668
-0.36187
-0.12922
X16
X16 - Order & Billing
0.78298
0.27032
-0.31886
-0.13508
X12
X12 - Salesforce Image
0.63077
-0.53626
0.37668
0.17956
X7
X7 - E-Commerce
0.54419
-0.54073
0.37992
0.21637
X10
X10 - Advertizing
X13
X13 - Competitive Pricing
X8
0.52871
-0.41273
0.16139
0.33001
-0.01071
-0.69457
0.00937
-0.42224
X8 - Technical Support
0.18226
0.57868
0.70048
-0.18699
X14
X14 - Warranty & Claims
0.29374
0.54443
0.68831
-0.18526
X6
X6 - Product Quality
0.01971
0.48772
-0.11516
0.73923
Variance Explained by Each Factor
Factor1
Factor2
Factor3
Factor4
3.0860425
2.2730319
1.6592837
1.0388003
Final Communality Estimates: Total = 8.057158
X6
X7
X8
X9
X10
X12
X13
X14
X16
X18
0.79798110
0.77967853
0.89373001
0.88955210
0.58483848
0.85956702
0.66091567
0.89078408
0.80604375
0.89406760
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The FACTOR Procedure
Initial Factor Method: Principal Components
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The FACTOR Procedure
Rotation Method: Varimax
Orthogonal Transformation Matrix
1
2
3
4
0.80234
0.56470
0.19309
0.00897
2
0.27468
-0.58327
0.53926
0.54180
3
-0.47415
0.41044
0.77393
-0.08807
4
-0.23662
0.41527
-0.27009
0.83583
1
Rotated Factor Pattern
Factor1
Factor2
Factor3
Factor4
X9
X9 - Complaint Resolution
0.93253
0.10477
0.05679
0.07569
X18
X18 - Delivery Speed
0.93075
0.16651
0.00500
0.00547
X16
X16 - Order & Billing
0.88561
0.09751
0.08666
0.06866
X12
X12 - Salesforce Image
0.13770
0.89815
0.07563
-0.16798
X7
X7 - E-Commerce
0.05676
0.86848
0.04907
-0.14070
X10
X10 - Advertizing
0.15623
0.74258
-0.08470
0.04275
X8
X8 - Technical Support
0.01730
-0.02475
0.93988
0.09719
X14
X14 - Warranty & Claims
0.10270
0.05391
0.93305
0.08215
X6
X6 - Product Quality
0.02947
-0.01363
-0.02197
0.89244
X13
X13 - Competitive Pricing
-0.10391
0.22758
-0.25533
-0.73016
Variance Explained by Each Factor
Factor1
Factor2
Factor3
Factor4
2.5893189
2.2160590
1.8456968
1.4060836
Final Communality Estimates: Total = 8.057158
X6
X7
X8
X9
X10
X12
X13
X14
X16
X18
0.79798110
0.77967853
0.89373001
0.88955210
0.58483848
0.85956702
0.66091567
0.89078408
0.80604375
0.89406760
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The FACTOR Procedure
Rotation Method: Varimax
Scoring Coefficients Estimated by Regression
Squared Multiple Correlations of the Variables
with Each Factor
Factor1
Factor2
Factor3
Factor4
1.0000000
1.0000000
1.0000000
1.0000000
Standardized Scoring Coefficients
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
Factor1
Factor2
Factor3
Factor4
X9
X9 - Complaint Resolution
0.37800
-0.05973
-0.02068
-0.01882
X18
X18 - Delivery Speed
0.37800
-0.03862
-0.04231
-0.05778
X16
X16 - Order & Billing
0.35812
-0.05896
-0.00048
-0.02505
X12
X12 - Salesforce Image
-0.04935
0.41798
0.04125
-0.00151
X7
X7 - E-Commerce
-0.08171
0.41880
0.02671
0.02662
X10
X10 - Advertizing
-0.03371
0.37450
-0.07536
0.16012
X8
X8 - Technical Support
-0.04026
-0.01662
0.52403
-0.04916
X14
X14 - Warranty & Claims
-0.01233
0.01025
0.51675
-0.05497
X6
X6 - Product Quality
-0.07141
0.14548
-0.12897
0.71722
X13
X13 - Competitive Pricing
0.00678
0.00979
-0.05130
-0.50582
SAS Output
The SAS System
The FACTOR Procedure
Rotation Method: Varimax
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
Obs
_TYPE_
_NAME_
X6
X7
X8
X9
X10
X12
X13
X14
X16
X18
1
MEAN
7.810
3.672
5.365
5.442
4.010
5.123
6.974
6.043
4.278
3.886
2
STD
1.396
0.701
1.530
1.208
1.127
1.072
1.545
0.820
0.929
0.734
3
N
4
CORR
100.000
100.000
100.000
100.000
100.000
100.000
100.000
100.000
100.000
100.000
X6
1.000
-0.137
0.096
0.106
-0.053
-0.152
-0.401
0.088
0.104
0.028
5
CORR
X7
-0.137
1.000
0.001
0.140
0.430
0.792
0.229
0.052
0.156
0.192
6
CORR
X8
0.096
0.001
1.000
0.097
-0.063
0.017
-0.271
0.797
0.080
0.025
7
CORR
X9
0.106
0.140
0.097
1.000
0.197
0.230
-0.128
0.140
0.757
0.865
8
CORR
X10
-0.053
0.430
-0.063
0.197
1.000
0.542
0.134
0.011
0.184
0.276
9
CORR
X12
-0.152
0.792
0.017
0.230
0.542
1.000
0.265
0.107
0.195
0.272
10
CORR
X13
-0.401
0.229
-0.271
-0.128
0.134
0.265
1.000
-0.245
-0.115
-0.073
11
CORR
X14
0.088
0.052
0.797
0.140
0.011
0.107
-0.245
1.000
0.197
0.109
12
CORR
X16
0.104
0.156
0.080
0.757
0.184
0.195
-0.115
0.197
1.000
0.751
13
CORR
X18
0.028
0.192
0.025
0.865
0.276
0.272
-0.073
0.109
0.751
1.000
14
COMMUNAL
0.798
0.780
0.894
0.890
0.585
0.860
0.661
0.891
0.806
0.894
15
PRIORS
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
1.000
16
EIGENVAL
3.086
2.273
1.659
1.039
0.604
0.549
0.293
0.206
0.171
0.120
17
UNROTATE
0.020
0.544
0.182
0.819
0.529
0.631
-0.011
0.294
0.783
0.842
Factor1
18
UNROTATE
Factor2
0.488
-0.541
0.579
0.267
-0.413
-0.536
-0.695
0.544
0.270
0.164
19
UNROTATE
Factor3
-0.115
0.380
0.700
-0.362
0.161
0.377
0.009
0.688
-0.319
-0.370
20
UNROTATE
Factor4
0.739
0.216
-0.187
-0.129
0.330
0.180
-0.422
-0.185
-0.135
-0.148
21
TRANSFOR
Factor1
0.802
0.275
-0.474
-0.237
.
.
.
.
.
.
22
TRANSFOR
Factor2
0.565
-0.583
0.410
0.415
.
.
.
.
.
.
23
TRANSFOR
Factor3
0.193
0.539
0.774
-0.270
.
.
.
.
.
.
24
TRANSFOR
Factor4
0.009
0.542
-0.088
0.836
.
.
.
.
.
.
25
PATTERN
Factor1
0.029
0.057
0.017
0.933
0.156
0.138
-0.104
0.103
0.886
0.931
26
PATTERN
Factor2
-0.014
0.868
-0.025
0.105
0.743
0.898
0.228
0.054
0.098
0.167
27
PATTERN
Factor3
-0.022
0.049
0.940
0.057
-0.085
0.076
-0.255
0.933
0.087
0.005
28
PATTERN
Factor4
0.892
-0.141
0.097
0.076
0.043
-0.168
-0.730
0.082
0.069
0.005
29
SCORE
Factor1
-0.071
-0.082
-0.040
0.378
-0.034
-0.049
0.007
-0.012
0.358
0.378
30
SCORE
Factor2
0.145
0.419
-0.017
-0.060
0.375
0.418
0.010
0.010
-0.059
-0.039
31
SCORE
Factor3
-0.129
0.027
0.524
-0.021
-0.075
0.041
-0.051
0.517
-0.000
-0.042
32
SCORE
Factor4
0.717
0.027
-0.049
-0.019
0.160
-0.002
-0.506
-0.055
-0.025
-0.058
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
Obs
X6
X7
X8
X9
X10
X11
X12
X13
X14
X15
X16
X17
X18
Factor1
Factor2
Factor3
Factor4
1
8.5
3.9
2.5
5.9
4.8
4.9
6.0
6.8
4.7
4.3
5.0
5.1
3.7
0.29483
0.76710
-1.89344
0.70119
2
8.2
2.7
5.1
7.2
3.4
7.9
3.1
5.3
5.5
4.0
3.9
4.3
4.9
1.13862
-1.66249
-0.57586
0.57556
3
9.2
3.4
5.6
5.6
5.4
7.4
5.8
4.5
6.2
4.6
5.4
4.0
4.5
0.66652
0.58043
0.01725
1.61104
4
6.4
3.3
7.0
3.7
4.7
4.7
4.5
8.8
7.0
3.6
4.3
4.1
3.0
-0.91828
-0.24575
1.22926
-1.25774
5
9.0
3.4
5.2
4.6
2.2
6.0
4.5
6.8
6.1
4.5
4.5
3.5
3.5
-0.32007
-0.83373
-0.00148
0.44056
6
6.5
2.8
3.1
4.1
4.0
4.3
3.7
8.5
5.1
9.5
3.6
4.7
3.3
-0.66784
-1.05315
-1.32991
-0.98376
7
6.9
3.7
5.0
2.6
2.1
2.3
5.4
8.9
4.8
2.5
2.1
4.2
2.0
-2.57501
-0.22628
-0.59059
-1.02222
8
6.2
3.3
3.9
4.8
4.6
3.6
5.1
6.9
5.4
4.8
4.3
6.3
3.7
-0.13104
-0.15553
-0.78862
-0.61883
9
5.8
3.6
5.1
6.7
3.7
5.9
5.8
9.3
5.9
4.4
4.4
6.1
4.6
0.91668
-0.18324
-0.09115
-1.90264
-1.05667
10
6.4
4.5
5.1
6.1
4.7
5.7
5.7
8.4
5.4
5.3
4.1
5.8
4.4
0.35299
0.75793
-0.44634
11
8.7
3.2
4.6
4.8
2.7
6.8
4.6
6.8
5.8
7.5
3.8
3.7
4.0
-0.23065
-0.76840
-0.43740
0.36558
12
6.1
4.9
6.3
3.9
4.4
3.9
6.4
8.2
5.8
5.9
3.0
4.9
3.2
-1.46992
1.37136
0.42064
-1.08073
13
9.5
5.6
4.6
6.9
5.0
6.9
6.6
7.6
6.5
5.3
5.1
4.5
4.4
0.64464
2.10016
-0.14159
0.78362
14
9.2
3.9
5.7
5.5
2.4
8.4
4.8
7.1
6.7
3.0
4.5
2.6
4.2
0.21253
-0.40789
0.48103
0.36669
-1.38935
15
6.3
4.5
4.7
6.9
4.5
6.8
5.9
8.8
6.0
5.4
4.8
6.2
5.2
1.29001
0.64734
-0.24818
16
8.7
3.2
4.0
6.8
3.2
7.8
3.8
4.9
6.1
5.0
4.3
3.9
4.5
0.86988
-1.07275
-0.51813
0.97496
17
5.7
4.0
6.7
6.0
3.3
5.5
5.1
6.2
6.7
5.4
4.2
6.2
4.5
0.50404
-0.33477
1.10609
-1.06065
18
5.9
4.1
5.5
7.2
3.5
6.4
5.5
8.4
6.2
6.3
5.7
5.8
4.8
1.61461
-0.18135
0.25572
-1.65718
19
5.6
3.4
5.1
6.4
3.7
5.7
5.6
9.1
5.4
6.1
5.0
6.0
4.5
1.05211
-0.42713
-0.38597
-1.91733
20
9.1
4.5
3.6
6.4
5.3
5.3
7.1
8.4
5.8
6.7
4.5
6.1
4.4
0.41403
1.76542
-0.94879
0.41941
21
5.2
3.8
7.1
5.2
3.9
4.3
5.0
8.4
7.1
4.6
3.3
4.9
3.3
-0.68213
-0.17163
1.50003
-1.86846
22
9.6
5.7
6.8
5.9
5.4
8.3
7.8
4.5
6.4
6.5
4.3
3.0
4.3
-0.18202
2.83173
0.68886
1.88988
23
8.6
3.6
7.4
5.1
3.5
7.3
4.7
3.7
6.7
6.0
4.8
3.4
4.0
0.07788
-0.35196
1.16079
1.27589
24
9.3
2.4
2.6
7.2
2.2
7.2
4.5
6.2
6.4
4.2
6.7
4.4
4.5
2.01867
-1.69291
-0.85176
0.63798
25
6.0
4.1
5.3
4.7
3.5
5.3
5.3
8.0
6.5
3.9
4.7
5.3
4.0
0.03837
-0.01638
0.46209
-1.35942
26
6.4
3.6
6.6
6.1
4.0
3.9
5.3
7.1
6.1
3.7
5.6
6.6
3.9
0.76261
-0.25337
0.57683
-0.86042
27
8.5
3.0
7.2
5.8
4.1
7.6
3.7
4.8
6.9
6.7
5.3
3.8
4.4
0.80575
-0.98722
1.05435
0.86541
28
7.0
3.3
5.4
5.5
2.6
4.8
4.2
9.0
6.5
5.9
4.3
5.2
3.7
0.10146
-1.11144
0.36193
-1.31116
29
8.5
3.0
5.7
6.0
2.3
7.6
3.7
4.8
5.8
6.0
5.7
3.8
4.4
1.13237
-1.61814
-0.03594
0.71770
30
7.6
3.6
3.0
4.0
5.1
4.2
4.6
7.7
4.9
7.2
4.7
5.5
3.5
-0.39384
0.17421
-1.58408
0.00139
31
6.9
3.4
8.5
4.3
4.5
6.4
4.7
5.2
7.7
3.3
3.7
2.7
3.3
-0.91377
-0.16008
2.25513
0.04088
32
8.1
2.5
7.2
4.5
2.3
5.1
3.8
6.6
6.8
6.1
3.0
3.5
3.0
-1.07080
-1.59296
1.17773
-0.00511
33
6.7
3.7
6.5
5.3
5.3
5.1
4.9
9.2
5.7
4.2
3.5
4.5
3.4
-0.58425
0.32231
0.13808
-1.06628
34
8.0
3.3
6.1
5.7
5.5
4.6
4.7
8.7
5.9
3.8
4.7
6.6
4.2
0.40398
0.07278
-0.06616
-0.32342
-1.07330
35
6.7
4.0
5.2
3.9
3.0
5.4
6.8
8.4
6.2
6.0
2.5
4.3
3.5
-1.38675
0.62067
0.29175
36
8.7
3.2
6.1
4.3
3.5
6.1
2.9
5.6
6.1
6.5
3.1
2.9
2.5
-1.42388
-1.03730
0.28161
0.95087
37
9.0
3.4
5.9
4.6
3.9
6.0
4.5
6.8
6.4
4.3
3.9
3.5
3.5
-0.62517
-0.23455
0.31395
0.65568
38
9.6
4.1
6.2
7.3
2.9
7.7
5.5
7.7
6.1
4.4
5.2
4.6
4.9
1.31330
0.01302
0.14676
0.37557
39
8.2
3.6
3.9
6.2
5.8
4.9
5.0
9.0
5.2
7.1
4.7
6.9
4.5
0.71651
0.46615
-1.31207
-0.17908
40
6.1
4.9
3.0
4.8
5.1
3.9
6.4
8.2
5.1
6.8
4.5
4.9
3.2
-0.53367
1.49135
-1.21355
-0.88280
41
8.3
3.4
3.3
5.5
3.1
4.6
5.2
9.1
4.1
1.7
4.6
5.8
3.9
0.27271
-0.39640
-1.99628
-0.39813
42
9.4
3.8
4.7
5.4
3.8
6.5
4.9
8.5
4.9
6.2
4.1
4.5
4.1
-0.00995
0.09020
-1.14694
0.37910
43
9.3
5.1
4.6
6.8
5.8
6.6
6.3
7.4
5.1
4.1
4.6
4.6
4.3
0.44772
1.95248
-1.07539
0.95824
44
5.1
5.1
6.6
6.9
4.4
5.4
7.8
5.9
7.2
5.2
4.9
6.3
4.5
0.79448
1.59485
1.50891
-1.13954
45
8.0
2.5
4.7
7.1
3.6
7.7
3.0
5.2
5.1
3.9
4.3
4.2
4.7
1.20690
-1.78664
-0.95501
0.57270
46
5.9
4.1
5.7
5.9
5.8
6.4
5.5
8.4
6.4
5.1
5.2
5.8
4.8
0.93812
0.67930
0.31898
-1.31648
47
10.0
4.3
7.1
6.3
2.9
5.4
4.5
3.8
6.7
3.7
5.0
4.0
3.5
0.15525
-0.10677
0.99273
1.92879
48
5.7
3.8
6.8
7.5
5.7
5.7
6.0
8.2
6.6
4.8
6.5
7.3
5.2
2.13808
0.44742
0.81020
-1.52025
49
9.9
3.7
3.7
6.1
4.2
7.0
6.7
6.8
5.9
7.2
4.5
3.4
3.9
0.15539
0.88018
-0.81067
1.20210
50
7.9
3.9
4.3
5.8
4.4
6.9
5.8
4.7
5.2
3.6
4.1
4.2
4.3
0.21313
0.49762
-0.85011
0.91122
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
51
6.7
3.6
5.9
4.2
3.4
4.7
4.8
7.2
5.7
5.3
4.0
3.6
2.8
-0.96427
-0.35983
0.17157
-0.61502
52
8.2
2.7
3.7
7.4
2.7
7.9
3.1
5.3
5.3
5.0
4.5
4.3
4.9
1.49329
-1.93039
-1.13823
0.51519
53
9.4
2.5
4.8
6.1
3.2
7.3
4.6
6.3
6.3
9.2
4.7
4.6
4.6
0.84772
-1.09984
-0.21919
0.80160
54
6.9
3.4
5.7
4.4
3.3
6.4
4.7
5.2
6.4
4.4
3.2
2.7
3.3
-0.94617
-0.51792
0.55570
0.05943
55
8.0
3.3
3.8
5.8
3.2
4.6
4.7
8.7
5.3
4.2
4.9
6.6
4.2
0.65069
-0.69171
-1.07992
-0.54306
56
9.3
3.8
7.3
5.7
3.7
6.4
5.5
7.4
6.6
5.9
4.1
3.2
3.4
-0.39468
0.28847
0.92569
0.52568
57
7.4
5.1
4.8
7.7
4.5
7.2
6.9
9.6
6.4
7.4
5.7
6.5
5.5
1.86426
1.40699
-0.06005
-1.15520
58
7.6
3.6
5.2
5.8
5.6
6.6
5.4
4.4
6.7
6.4
4.6
3.9
4.0
0.23680
0.52099
0.35126
0.89562
59
10.0
4.3
5.3
3.7
4.2
5.4
4.5
3.8
6.7
4.5
3.7
4.0
3.5
-1.15081
0.55583
0.33463
2.24689
60
9.9
2.8
7.2
6.9
2.6
5.8
3.5
5.4
6.2
7.0
5.6
4.9
4.0
1.07859
-1.59469
0.55290
1.22084
61
8.7
3.2
8.4
6.1
2.8
7.8
3.8
4.9
7.2
4.5
5.4
3.9
4.5
0.95470
-1.27492
1.72001
0.68425
62
8.4
3.8
6.7
5.0
4.5
4.7
5.9
6.7
5.1
4.2
2.7
5.0
3.6
-1.01152
0.71273
-0.15589
0.55845
63
8.8
3.9
3.8
5.1
4.3
4.7
4.8
5.8
5.0
7.2
4.4
3.7
2.9
-0.58675
0.26745
-1.20635
1.14301
64
7.7
2.2
6.3
4.5
2.4
4.7
3.4
6.2
6.0
4.7
3.3
3.1
2.6
-1.05619
-1.93746
0.40487
0.02968
65
6.6
3.6
5.8
4.1
4.9
4.7
4.8
7.2
6.5
3.9
3.5
3.6
2.8
-1.23748
0.17600
0.55254
-0.48864
66
5.7
3.8
3.5
6.7
5.4
5.7
6.0
8.2
5.4
5.0
4.7
7.3
5.2
1.30767
0.52235
-1.04151
-1.31539
67
5.7
4.0
7.9
6.4
2.7
5.5
5.1
6.2
7.5
6.4
5.0
6.2
4.5
0.91196
-0.60774
2.05414
-1.26590
68
5.5
3.7
4.7
5.4
4.3
5.3
4.9
6.0
5.6
2.5
4.5
5.9
4.3
0.42188
-0.25278
-0.31140
-0.81194
69
7.5
3.5
3.8
3.5
2.9
4.1
4.5
7.6
5.1
5.2
4.0
5.4
3.4
-0.80891
-0.59847
-1.01739
-0.33807
70
6.4
3.6
2.7
5.3
3.9
3.9
5.3
7.1
5.2
5.5
4.7
6.6
3.9
0.28448
-0.15883
-1.30504
-0.65226
71
9.1
4.5
6.1
5.9
6.3
5.3
7.1
8.4
7.1
5.7
5.4
6.1
4.4
0.48940
2.05444
0.66793
0.37752
72
6.7
3.2
3.0
3.7
4.8
6.3
4.5
5.0
5.2
2.5
2.9
2.6
3.1
-1.29765
-0.16061
-1.19211
0.42991
73
6.5
4.3
2.7
6.6
6.5
6.3
6.0
8.7
4.7
6.3
4.6
5.6
4.6
0.83066
1.31612
-1.86536
-0.76875
74
9.9
3.7
7.5
4.7
5.6
7.0
6.7
6.8
7.2
4.6
4.1
3.4
3.9
-0.59815
1.41502
1.24050
1.22437
75
8.5
3.9
5.3
5.5
5.0
4.9
6.0
6.8
5.7
3.6
4.4
5.1
3.7
-0.15630
0.87353
-0.31055
0.59502
76
9.9
3.0
6.8
5.0
5.4
5.9
4.8
4.9
7.3
7.6
3.1
4.3
3.8
-0.75769
0.24017
1.04169
1.84000
77
7.6
3.6
7.6
4.6
4.7
4.6
5.0
7.4
8.1
6.6
4.5
5.8
3.9
-0.25429
0.14738
2.02709
-0.35556
78
9.4
3.8
7.0
6.2
4.7
6.5
4.9
8.5
7.3
2.4
4.3
4.5
4.1
0.19389
0.34209
1.07954
0.25431
79
9.3
3.5
6.3
7.6
5.5
7.5
5.9
4.6
6.6
3.1
5.2
4.1
4.6
1.21814
0.62945
0.45763
1.56460
80
7.1
3.4
4.9
4.1
4.0
5.0
5.9
7.8
6.1
3.5
2.6
3.1
2.7
-1.62957
0.30918
0.02721
-0.47739
81
9.9
3.0
7.4
4.8
4.0
5.9
4.8
4.9
5.9
6.9
3.2
4.3
3.8
-0.73455
-0.24556
0.46158
1.71610
82
8.7
3.2
6.4
4.9
2.4
6.8
4.6
6.8
6.3
5.1
4.3
3.7
4.0
-0.05249
-0.91807
0.51221
0.21656
83
8.6
2.9
5.8
3.9
2.9
5.6
4.0
6.3
6.1
4.0
2.7
3.0
3.0
-1.42750
-0.97113
0.21412
0.55946
84
6.4
3.2
6.7
3.6
2.2
2.9
5.0
8.4
7.3
6.5
2.0
3.7
1.6
-2.49183
-0.71239
1.59510
-1.32326
85
7.7
2.6
6.7
6.6
1.9
7.2
4.3
5.9
6.5
4.1
4.7
3.9
4.3
0.92296
-1.79573
0.81569
-0.17980
86
7.5
3.5
4.1
4.5
3.5
4.1
4.5
7.6
4.9
2.8
3.4
5.4
3.4
-0.75026
-0.41619
-1.09767
-0.24843
87
5.0
3.6
1.3
3.0
3.5
4.2
4.9
8.2
4.3
7.6
2.4
4.8
3.1
-1.57632
-0.28086
-2.16096
-1.52166
88
7.7
2.6
8.0
6.7
3.5
7.2
4.3
5.9
6.9
7.7
5.1
3.9
4.3
1.02039
-1.30347
1.40406
-0.03339
89
9.1
3.6
5.5
5.4
4.2
6.2
4.6
8.3
6.5
4.1
4.6
4.3
3.9
0.07442
-0.05580
0.13530
0.20940
90
5.5
5.5
7.7
7.0
5.6
5.7
8.2
6.3
7.4
4.9
5.5
6.7
4.9
1.11136
2.35939
1.88672
-0.97784
91
9.1
3.7
7.0
4.1
4.4
6.3
5.4
7.3
7.5
4.6
4.4
3.0
3.3
-0.83150
0.48067
1.39062
0.52548
92
7.1
4.2
4.1
2.6
2.1
3.3
4.5
9.9
5.5
3.5
2.0
4.0
2.4
-2.41729
-0.24715
-0.54770
-1.27340
93
9.2
3.9
4.6
5.3
4.2
8.4
4.8
7.1
6.2
6.6
4.4
2.6
4.2
0.09404
0.21220
-0.32770
0.69712
94
9.3
3.5
5.4
7.8
4.6
7.5
5.9
4.6
6.4
4.9
4.8
4.1
4.6
1.18008
0.35315
0.08036
1.48672
95
9.3
3.8
4.0
4.6
4.7
6.4
5.5
7.4
5.3
4.8
3.6
3.2
3.4
-0.85510
0.72647
-1.07153
0.89157
96
8.6
4.8
5.6
5.3
2.3
6.0
5.7
6.7
5.8
3.6
4.9
3.6
3.6
-0.10292
0.38858
0.06155
0.31126
97
7.4
3.4
2.6
5.0
4.1
4.4
4.8
7.2
4.5
6.4
4.2
5.6
3.7
-0.10226
-0.25259
-1.89956
-0.06577
98
8.7
3.2
3.3
3.2
3.1
6.1
2.9
5.6
5.0
4.3
3.1
2.9
2.5
-1.66581
-1.09921
-1.32497
1.07488
99
7.8
4.9
5.8
5.3
5.2
5.3
7.1
7.9
6.0
5.7
4.3
4.9
3.9
-0.30476
1.90469
0.13692
-0.10589
100
7.9
3.0
4.4
5.1
5.9
4.2
4.8
9.7
5.7
5.8
3.4
5.4
3.5
-0.56953
0.22621
-0.78136
-0.48938
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
Obs
X6
X7
X8
X9
X10
X11
X12
X13
X14
X15
X16
X17
X18
Factor1
Factor2
Factor3
Factor4
SumScale1
SumScale2
SumScale3
SumScale4
1
8.5
3.9
2.5
5.9
4.8
4.9
6.0
6.8
4.7
4.3
5.0
5.1
3.7
0.29483
0.76710
-1.89344
0.70119
4.86667
4.90000
3.60
5.85
2
8.2
2.7
5.1
7.2
3.4
7.9
3.1
5.3
5.5
4.0
3.9
4.3
4.9
1.13862
-1.66249
-0.57586
0.57556
5.33333
3.06667
5.30
6.45
3
9.2
3.4
5.6
5.6
5.4
7.4
5.8
4.5
6.2
4.6
5.4
4.0
4.5
0.66652
0.58043
0.01725
1.61104
5.16667
4.86667
5.90
7.35
4
6.4
3.3
7.0
3.7
4.7
4.7
4.5
8.8
7.0
3.6
4.3
4.1
3.0
-0.91828
-0.24575
1.22926
-1.25774
3.66667
4.16667
7.00
3.80
5
9.0
3.4
5.2
4.6
2.2
6.0
4.5
6.8
6.1
4.5
4.5
3.5
3.5
-0.32007
-0.83373
-0.00148
0.44056
4.20000
3.36667
5.65
6.10
6
6.5
2.8
3.1
4.1
4.0
4.3
3.7
8.5
5.1
9.5
3.6
4.7
3.3
-0.66784
-1.05315
-1.32991
-0.98376
3.66667
3.50000
4.10
4.00
7
6.9
3.7
5.0
2.6
2.1
2.3
5.4
8.9
4.8
2.5
2.1
4.2
2.0
-2.57501
-0.22628
-0.59059
-1.02222
2.23333
3.73333
4.90
4.00
8
6.2
3.3
3.9
4.8
4.6
3.6
5.1
6.9
5.4
4.8
4.3
6.3
3.7
-0.13104
-0.15553
-0.78862
-0.61883
4.26667
4.33333
4.65
4.65
9
5.8
3.6
5.1
6.7
3.7
5.9
5.8
9.3
5.9
4.4
4.4
6.1
4.6
0.91668
-0.18324
-0.09115
-1.90264
5.23333
4.36667
5.50
3.25
10
6.4
4.5
5.1
6.1
4.7
5.7
5.7
8.4
5.4
5.3
4.1
5.8
4.4
0.35299
0.75793
-0.44634
-1.05667
4.86667
4.96667
5.25
4.00
11
8.7
3.2
4.6
4.8
2.7
6.8
4.6
6.8
5.8
7.5
3.8
3.7
4.0
-0.23065
-0.76840
-0.43740
0.36558
4.20000
3.50000
5.20
5.95
12
6.1
4.9
6.3
3.9
4.4
3.9
6.4
8.2
5.8
5.9
3.0
4.9
3.2
-1.46992
1.37136
0.42064
-1.08073
3.36667
5.23333
6.05
3.95
13
9.5
5.6
4.6
6.9
5.0
6.9
6.6
7.6
6.5
5.3
5.1
4.5
4.4
0.64464
2.10016
-0.14159
0.78362
5.46667
5.73333
5.55
5.95
14
9.2
3.9
5.7
5.5
2.4
8.4
4.8
7.1
6.7
3.0
4.5
2.6
4.2
0.21253
-0.40789
0.48103
0.36669
4.73333
3.70000
6.20
6.05
15
6.3
4.5
4.7
6.9
4.5
6.8
5.9
8.8
6.0
5.4
4.8
6.2
5.2
1.29001
0.64734
-0.24818
-1.38935
5.63333
4.96667
5.35
3.75
16
8.7
3.2
4.0
6.8
3.2
7.8
3.8
4.9
6.1
5.0
4.3
3.9
4.5
0.86988
-1.07275
-0.51813
0.97496
5.20000
3.40000
5.05
6.90
17
5.7
4.0
6.7
6.0
3.3
5.5
5.1
6.2
6.7
5.4
4.2
6.2
4.5
0.50404
-0.33477
1.10609
-1.06065
4.90000
4.13333
6.70
4.75
18
5.9
4.1
5.5
7.2
3.5
6.4
5.5
8.4
6.2
6.3
5.7
5.8
4.8
1.61461
-0.18135
0.25572
-1.65718
5.90000
4.36667
5.85
3.75
19
5.6
3.4
5.1
6.4
3.7
5.7
5.6
9.1
5.4
6.1
5.0
6.0
4.5
1.05211
-0.42713
-0.38597
-1.91733
5.30000
4.23333
5.25
3.25
20
9.1
4.5
3.6
6.4
5.3
5.3
7.1
8.4
5.8
6.7
4.5
6.1
4.4
0.41403
1.76542
-0.94879
0.41941
5.10000
5.63333
4.70
5.35
21
5.2
3.8
7.1
5.2
3.9
4.3
5.0
8.4
7.1
4.6
3.3
4.9
3.3
-0.68213
-0.17163
1.50003
-1.86846
3.93333
4.23333
7.10
3.40
22
9.6
5.7
6.8
5.9
5.4
8.3
7.8
4.5
6.4
6.5
4.3
3.0
4.3
-0.18202
2.83173
0.68886
1.88988
4.83333
6.30000
6.60
7.55
23
8.6
3.6
7.4
5.1
3.5
7.3
4.7
3.7
6.7
6.0
4.8
3.4
4.0
0.07788
-0.35196
1.16079
1.27589
4.63333
3.93333
7.05
7.45
24
9.3
2.4
2.6
7.2
2.2
7.2
4.5
6.2
6.4
4.2
6.7
4.4
4.5
2.01867
-1.69291
-0.85176
0.63798
6.13333
3.03333
4.50
6.55
25
6.0
4.1
5.3
4.7
3.5
5.3
5.3
8.0
6.5
3.9
4.7
5.3
4.0
0.03837
-0.01638
0.46209
-1.35942
4.46667
4.30000
5.90
4.00
26
6.4
3.6
6.6
6.1
4.0
3.9
5.3
7.1
6.1
3.7
5.6
6.6
3.9
0.76261
-0.25337
0.57683
-0.86042
5.20000
4.30000
6.35
4.65
27
8.5
3.0
7.2
5.8
4.1
7.6
3.7
4.8
6.9
6.7
5.3
3.8
4.4
0.80575
-0.98722
1.05435
0.86541
5.16667
3.60000
7.05
6.85
28
7.0
3.3
5.4
5.5
2.6
4.8
4.2
9.0
6.5
5.9
4.3
5.2
3.7
0.10146
-1.11144
0.36193
-1.31116
4.50000
3.36667
5.95
4.00
29
8.5
3.0
5.7
6.0
2.3
7.6
3.7
4.8
5.8
6.0
5.7
3.8
4.4
1.13237
-1.61814
-0.03594
0.71770
5.36667
3.00000
5.75
6.85
30
7.6
3.6
3.0
4.0
5.1
4.2
4.6
7.7
4.9
7.2
4.7
5.5
3.5
-0.39384
0.17421
-1.58408
0.00139
4.06667
4.43333
3.95
4.95
31
6.9
3.4
8.5
4.3
4.5
6.4
4.7
5.2
7.7
3.3
3.7
2.7
3.3
-0.91377
-0.16008
2.25513
0.04088
3.76667
4.20000
8.10
5.85
32
8.1
2.5
7.2
4.5
2.3
5.1
3.8
6.6
6.8
6.1
3.0
3.5
3.0
-1.07080
-1.59296
1.17773
-0.00511
3.50000
2.86667
7.00
5.75
33
6.7
3.7
6.5
5.3
5.3
5.1
4.9
9.2
5.7
4.2
3.5
4.5
3.4
-0.58425
0.32231
0.13808
-1.06628
4.06667
4.63333
6.10
3.75
34
8.0
3.3
6.1
5.7
5.5
4.6
4.7
8.7
5.9
3.8
4.7
6.6
4.2
0.40398
0.07278
-0.06616
-0.32342
4.86667
4.50000
6.00
4.65
4.15
35
6.7
4.0
5.2
3.9
3.0
5.4
6.8
8.4
6.2
6.0
2.5
4.3
3.5
-1.38675
0.62067
0.29175
-1.07330
3.30000
4.60000
5.70
36
8.7
3.2
6.1
4.3
3.5
6.1
2.9
5.6
6.1
6.5
3.1
2.9
2.5
-1.42388
-1.03730
0.28161
0.95087
3.30000
3.20000
6.10
6.55
37
9.0
3.4
5.9
4.6
3.9
6.0
4.5
6.8
6.4
4.3
3.9
3.5
3.5
-0.62517
-0.23455
0.31395
0.65568
4.00000
3.93333
6.15
6.10
38
9.6
4.1
6.2
7.3
2.9
7.7
5.5
7.7
6.1
4.4
5.2
4.6
4.9
1.31330
0.01302
0.14676
0.37557
5.80000
4.16667
6.15
5.95
39
8.2
3.6
3.9
6.2
5.8
4.9
5.0
9.0
5.2
7.1
4.7
6.9
4.5
0.71651
0.46615
-1.31207
-0.17908
5.13333
4.80000
4.55
4.60
40
6.1
4.9
3.0
4.8
5.1
3.9
6.4
8.2
5.1
6.8
4.5
4.9
3.2
-0.53367
1.49135
-1.21355
-0.88280
4.16667
5.46667
4.05
3.95
41
8.3
3.4
3.3
5.5
3.1
4.6
5.2
9.1
4.1
1.7
4.6
5.8
3.9
0.27271
-0.39640
-1.99628
-0.39813
4.66667
3.90000
3.70
4.60
42
9.4
3.8
4.7
5.4
3.8
6.5
4.9
8.5
4.9
6.2
4.1
4.5
4.1
-0.00995
0.09020
-1.14694
0.37910
4.53333
4.16667
4.80
5.45
43
9.3
5.1
4.6
6.8
5.8
6.6
6.3
7.4
5.1
4.1
4.6
4.6
4.3
0.44772
1.95248
-1.07539
0.95824
5.23333
5.73333
4.85
5.95
44
5.1
5.1
6.6
6.9
4.4
5.4
7.8
5.9
7.2
5.2
4.9
6.3
4.5
0.79448
1.59485
1.50891
-1.13954
5.43333
5.76667
6.90
4.60
45
8.0
2.5
4.7
7.1
3.6
7.7
3.0
5.2
5.1
3.9
4.3
4.2
4.7
1.20690
-1.78664
-0.95501
0.57270
5.36667
3.03333
4.90
6.40
46
5.9
4.1
5.7
5.9
5.8
6.4
5.5
8.4
6.4
5.1
5.2
5.8
4.8
0.93812
0.67930
0.31898
-1.31648
5.30000
5.13333
6.05
3.75
47
10.0
4.3
7.1
6.3
2.9
5.4
4.5
3.8
6.7
3.7
5.0
4.0
3.5
0.15525
-0.10677
0.99273
1.92879
4.93333
3.90000
6.90
8.10
48
5.7
3.8
6.8
7.5
5.7
5.7
6.0
8.2
6.6
4.8
6.5
7.3
5.2
2.13808
0.44742
0.81020
-1.52025
6.40000
5.16667
6.70
3.75
49
9.9
3.7
3.7
6.1
4.2
7.0
6.7
6.8
5.9
7.2
4.5
3.4
3.9
0.15539
0.88018
-0.81067
1.20210
4.83333
4.86667
4.80
6.55
50
7.9
3.9
4.3
5.8
4.4
6.9
5.8
4.7
5.2
3.6
4.1
4.2
4.3
0.21313
0.49762
-0.85011
0.91122
4.73333
4.70000
4.75
6.60
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
51
6.7
3.6
5.9
4.2
3.4
4.7
4.8
7.2
5.7
5.3
4.0
3.6
2.8
-0.96427
-0.35983
0.17157
-0.61502
3.66667
3.93333
5.80
4.75
52
8.2
2.7
3.7
7.4
2.7
7.9
3.1
5.3
5.3
5.0
4.5
4.3
4.9
1.49329
-1.93039
-1.13823
0.51519
5.60000
2.83333
4.50
6.45
53
9.4
2.5
4.8
6.1
3.2
7.3
4.6
6.3
6.3
9.2
4.7
4.6
4.6
0.84772
-1.09984
-0.21919
0.80160
5.13333
3.43333
5.55
6.55
54
6.9
3.4
5.7
4.4
3.3
6.4
4.7
5.2
6.4
4.4
3.2
2.7
3.3
-0.94617
-0.51792
0.55570
0.05943
3.63333
3.80000
6.05
5.85
55
8.0
3.3
3.8
5.8
3.2
4.6
4.7
8.7
5.3
4.2
4.9
6.6
4.2
0.65069
-0.69171
-1.07992
-0.54306
4.96667
3.73333
4.55
4.65
56
9.3
3.8
7.3
5.7
3.7
6.4
5.5
7.4
6.6
5.9
4.1
3.2
3.4
-0.39468
0.28847
0.92569
0.52568
4.40000
4.33333
6.95
5.95
57
7.4
5.1
4.8
7.7
4.5
7.2
6.9
9.6
6.4
7.4
5.7
6.5
5.5
1.86426
1.40699
-0.06005
-1.15520
6.30000
5.50000
5.60
3.90
58
7.6
3.6
5.2
5.8
5.6
6.6
5.4
4.4
6.7
6.4
4.6
3.9
4.0
0.23680
0.52099
0.35126
0.89562
4.80000
4.86667
5.95
6.60
59
10.0
4.3
5.3
3.7
4.2
5.4
4.5
3.8
6.7
4.5
3.7
4.0
3.5
-1.15081
0.55583
0.33463
2.24689
3.63333
4.33333
6.00
8.10
60
9.9
2.8
7.2
6.9
2.6
5.8
3.5
5.4
6.2
7.0
5.6
4.9
4.0
1.07859
-1.59469
0.55290
1.22084
5.50000
2.96667
6.70
7.25
61
8.7
3.2
8.4
6.1
2.8
7.8
3.8
4.9
7.2
4.5
5.4
3.9
4.5
0.95470
-1.27492
1.72001
0.68425
5.33333
3.26667
7.80
6.90
62
8.4
3.8
6.7
5.0
4.5
4.7
5.9
6.7
5.1
4.2
2.7
5.0
3.6
-1.01152
0.71273
-0.15589
0.55845
3.76667
4.73333
5.90
5.85
63
8.8
3.9
3.8
5.1
4.3
4.7
4.8
5.8
5.0
7.2
4.4
3.7
2.9
-0.58675
0.26745
-1.20635
1.14301
4.13333
4.33333
4.40
6.50
64
7.7
2.2
6.3
4.5
2.4
4.7
3.4
6.2
6.0
4.7
3.3
3.1
2.6
-1.05619
-1.93746
0.40487
0.02968
3.46667
2.66667
6.15
5.75
65
6.6
3.6
5.8
4.1
4.9
4.7
4.8
7.2
6.5
3.9
3.5
3.6
2.8
-1.23748
0.17600
0.55254
-0.48864
3.46667
4.43333
6.15
4.70
66
5.7
3.8
3.5
6.7
5.4
5.7
6.0
8.2
5.4
5.0
4.7
7.3
5.2
1.30767
0.52235
-1.04151
-1.31539
5.53333
5.06667
4.45
3.75
67
5.7
4.0
7.9
6.4
2.7
5.5
5.1
6.2
7.5
6.4
5.0
6.2
4.5
0.91196
-0.60774
2.05414
-1.26590
5.30000
3.93333
7.70
4.75
68
5.5
3.7
4.7
5.4
4.3
5.3
4.9
6.0
5.6
2.5
4.5
5.9
4.3
0.42188
-0.25278
-0.31140
-0.81194
4.73333
4.30000
5.15
4.75
69
7.5
3.5
3.8
3.5
2.9
4.1
4.5
7.6
5.1
5.2
4.0
5.4
3.4
-0.80891
-0.59847
-1.01739
-0.33807
3.63333
3.63333
4.45
4.95
70
6.4
3.6
2.7
5.3
3.9
3.9
5.3
7.1
5.2
5.5
4.7
6.6
3.9
0.28448
-0.15883
-1.30504
-0.65226
4.63333
4.26667
3.95
4.65
71
9.1
4.5
6.1
5.9
6.3
5.3
7.1
8.4
7.1
5.7
5.4
6.1
4.4
0.48940
2.05444
0.66793
0.37752
5.23333
5.96667
6.60
5.35
72
6.7
3.2
3.0
3.7
4.8
6.3
4.5
5.0
5.2
2.5
2.9
2.6
3.1
-1.29765
-0.16061
-1.19211
0.42991
3.23333
4.16667
4.10
5.85
73
6.5
4.3
2.7
6.6
6.5
6.3
6.0
8.7
4.7
6.3
4.6
5.6
4.6
0.83066
1.31612
-1.86536
-0.76875
5.26667
5.60000
3.70
3.90
74
9.9
3.7
7.5
4.7
5.6
7.0
6.7
6.8
7.2
4.6
4.1
3.4
3.9
-0.59815
1.41502
1.24050
1.22437
4.23333
5.33333
7.35
6.55
75
8.5
3.9
5.3
5.5
5.0
4.9
6.0
6.8
5.7
3.6
4.4
5.1
3.7
-0.15630
0.87353
-0.31055
0.59502
4.53333
4.96667
5.50
5.85
76
9.9
3.0
6.8
5.0
5.4
5.9
4.8
4.9
7.3
7.6
3.1
4.3
3.8
-0.75769
0.24017
1.04169
1.84000
3.96667
4.40000
7.05
7.50
77
7.6
3.6
7.6
4.6
4.7
4.6
5.0
7.4
8.1
6.6
4.5
5.8
3.9
-0.25429
0.14738
2.02709
-0.35556
4.33333
4.43333
7.85
5.10
78
9.4
3.8
7.0
6.2
4.7
6.5
4.9
8.5
7.3
2.4
4.3
4.5
4.1
0.19389
0.34209
1.07954
0.25431
4.86667
4.46667
7.15
5.45
79
9.3
3.5
6.3
7.6
5.5
7.5
5.9
4.6
6.6
3.1
5.2
4.1
4.6
1.21814
0.62945
0.45763
1.56460
5.80000
4.96667
6.45
7.35
80
7.1
3.4
4.9
4.1
4.0
5.0
5.9
7.8
6.1
3.5
2.6
3.1
2.7
-1.62957
0.30918
0.02721
-0.47739
3.13333
4.43333
5.50
4.65
81
9.9
3.0
7.4
4.8
4.0
5.9
4.8
4.9
5.9
6.9
3.2
4.3
3.8
-0.73455
-0.24556
0.46158
1.71610
3.93333
3.93333
6.65
7.50
82
8.7
3.2
6.4
4.9
2.4
6.8
4.6
6.8
6.3
5.1
4.3
3.7
4.0
-0.05249
-0.91807
0.51221
0.21656
4.40000
3.40000
6.35
5.95
83
8.6
2.9
5.8
3.9
2.9
5.6
4.0
6.3
6.1
4.0
2.7
3.0
3.0
-1.42750
-0.97113
0.21412
0.55946
3.20000
3.26667
5.95
6.15
84
6.4
3.2
6.7
3.6
2.2
2.9
5.0
8.4
7.3
6.5
2.0
3.7
1.6
-2.49183
-0.71239
1.59510
-1.32326
2.40000
3.46667
7.00
4.00
85
7.7
2.6
6.7
6.6
1.9
7.2
4.3
5.9
6.5
4.1
4.7
3.9
4.3
0.92296
-1.79573
0.81569
-0.17980
5.20000
2.93333
6.60
5.90
86
7.5
3.5
4.1
4.5
3.5
4.1
4.5
7.6
4.9
2.8
3.4
5.4
3.4
-0.75026
-0.41619
-1.09767
-0.24843
3.76667
3.83333
4.50
4.95
87
5.0
3.6
1.3
3.0
3.5
4.2
4.9
8.2
4.3
7.6
2.4
4.8
3.1
-1.57632
-0.28086
-2.16096
-1.52166
2.83333
4.00000
2.80
3.40
88
7.7
2.6
8.0
6.7
3.5
7.2
4.3
5.9
6.9
7.7
5.1
3.9
4.3
1.02039
-1.30347
1.40406
-0.03339
5.36667
3.46667
7.45
5.90
89
9.1
3.6
5.5
5.4
4.2
6.2
4.6
8.3
6.5
4.1
4.6
4.3
3.9
0.07442
-0.05580
0.13530
0.20940
4.63333
4.13333
6.00
5.40
90
5.5
5.5
7.7
7.0
5.6
5.7
8.2
6.3
7.4
4.9
5.5
6.7
4.9
1.11136
2.35939
1.88672
-0.97784
5.80000
6.43333
7.55
4.60
91
9.1
3.7
7.0
4.1
4.4
6.3
5.4
7.3
7.5
4.6
4.4
3.0
3.3
-0.83150
0.48067
1.39062
0.52548
3.93333
4.50000
7.25
5.90
92
7.1
4.2
4.1
2.6
2.1
3.3
4.5
9.9
5.5
3.5
2.0
4.0
2.4
-2.41729
-0.24715
-0.54770
-1.27340
2.33333
3.60000
4.80
3.60
93
9.2
3.9
4.6
5.3
4.2
8.4
4.8
7.1
6.2
6.6
4.4
2.6
4.2
0.09404
0.21220
-0.32770
0.69712
4.63333
4.30000
5.40
6.05
94
9.3
3.5
5.4
7.8
4.6
7.5
5.9
4.6
6.4
4.9
4.8
4.1
4.6
1.18008
0.35315
0.08036
1.48672
5.73333
4.66667
5.90
7.35
95
9.3
3.8
4.0
4.6
4.7
6.4
5.5
7.4
5.3
4.8
3.6
3.2
3.4
-0.85510
0.72647
-1.07153
0.89157
3.86667
4.66667
4.65
5.95
96
8.6
4.8
5.6
5.3
2.3
6.0
5.7
6.7
5.8
3.6
4.9
3.6
3.6
-0.10292
0.38858
0.06155
0.31126
4.60000
4.26667
5.70
5.95
97
7.4
3.4
2.6
5.0
4.1
4.4
4.8
7.2
4.5
6.4
4.2
5.6
3.7
-0.10226
-0.25259
-1.89956
-0.06577
4.30000
4.10000
3.55
5.10
98
8.7
3.2
3.3
3.2
3.1
6.1
2.9
5.6
5.0
4.3
3.1
2.9
2.5
-1.66581
-1.09921
-1.32497
1.07488
2.93333
3.06667
4.15
6.55
99
7.8
4.9
5.8
5.3
5.2
5.3
7.1
7.9
6.0
5.7
4.3
4.9
3.9
-0.30476
1.90469
0.13692
-0.10589
4.50000
5.73333
5.90
4.95
100
7.9
3.0
4.4
5.1
5.9
4.2
4.8
9.7
5.7
5.8
3.4
5.4
3.5
-0.56953
0.22621
-0.78136
-0.48938
4.00000
4.56667
5.05
4.10
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
SAS Output
The SAS System
The MEANS Procedure
Variable
Factor1
Factor2
Factor3
Factor4
SumScale1
SumScale2
SumScale3
SumScale4
Label
SumScale1 - Postsale Customer Servicey
SumScale2 - Marketing
SumScale3 -- Technical Support
SumScale4 -- Product Value
HBAT_Factor_SAS_Output_Sp16.htm[3/2/2016 5:21:07 AM]
N
Mean
Std Dev
Minimum
Maximum
100
100
100
100
100
100
100
100
3.774758E-17
-9.46465E-17
-2.52021E-16
3.369527E-16
4.5353333
4.2683333
5.7040000
5.4180000
1.0000000
1.0000000
1.0000000
1.0000000
0.8895429
0.8225276
1.1196518
1.2316844
-2.5750114
-1.9374566
-2.1609594
-1.9173319
2.2333333
2.6666667
2.8000000
3.2500000
2.1380847
2.8317279
2.2551279
2.2468929
6.4000000
6.4333333
8.1000000
8.1000000
SAS Output
The SAS System
The FACTOR Procedure
Input Data Type
Raw Data
Number of Records Read
100
Number of Records Used
100
N for Significance Tests
100
Means and Standard Deviations
from 100 Observations
Variable
Mean
Std Dev
X6
7.8100000
1.3962793
X7
3.6720000...
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