Olah Data 2 (Analisis Diskriminan)
-
Upload
fridrachman -
Category
Documents
-
view
242 -
download
1
Transcript of Olah Data 2 (Analisis Diskriminan)
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
1/40
Mata Kuliah : Statistik Multivariat
Dosen : Dr. Abdul Hamid Habbe, SE.,M.Si
OLAH DATA HBAT
(ANALISIS DISKRIMINAN)
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
2/40
Analysis Case Processing Summary
Unweighted Cases N Percent
Valid 100 100.0
Excluded
Missing or out-of-range group codes 0 .0
At least one missing discriminating variable 0 .0
Both missing or out-of-range group codes and at least one
missing discriminating variable0 .0
Total 0 .0
Total 100 100.0
Group Statistics
X4 - Region Mean Std.
Deviation
Valid N (listwise)
Unweighted Weighted
USA/North
America
X6 - Product Quality 8.705 .8233 39 39.000
X7 - E-Commerce Activities 3.510 .6676 39 39.000
X8 - Technical Support 5.697 1.4136 39 39.000X9 - Complaint Resolution 5.456 1.1269 39 39.000
X10 - Advertising 3.738 1.0246 39 39.000
X11 - Product Line 6.703 .8643 39 39.000
X12 - Salesforce Image 4.587 .9012 39 39.000
X13 - Competitive Pricing 5.923 1.3222 39 39.000
X14 - Warranty & Claims 6.195 .7605 39 39.000
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
3/40
Group Statistics
X4 - Region Mean Std.
Deviation
Valid N (listwise)
Unweighted Weighted
Total X8 - Technical Support 5.365 1.5305 100 100.000
X9 - Complaint Resolution 5.442 1.2084 100 100.000
X10 - Advertising 4.010 1.1269 100 100.000
X11 - Product Line 5.805 1.3153 100 100.000
X12 - Salesforce Image 5.123 1.0723 100 100.000
X13 - Competitive Pricing 6.974 1.5451 100 100.000X14 - Warranty & Claims 6.043 .8197 100 100.000
X15 - New Products 5.150 1.4930 100 100.000
X16 - Order & Billing 4.278 .9288 100 100.000
X17 - Price Flexibility 4.610 1.2060 100 100.000
X18 - Delivery Speed 3.886 .7344 100 100.000
Tests of Equality of Group Means
Wilks' Lambda F df1 df2 Sig.
X6 - Product Quality .735 35.409 1 98 .000
X7 - E-Commerce Activities .966 3.494 1 98 .065
X8 - Technical Support .970 3.080 1 98 .082
X9 - Complaint Resolution 1.000 .009 1 98 .925
X10 Ad ertising 963 3 818 1 98 054
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
4/40
Log Determinants
X4 - Region Rank Log Determinant
USA/North America 5 -2.775
Outside North America 5 -1.144
Pooled within-groups 5 -1.404
The ranks and natural logarithms of
determinants printed are those of the group
covariance matrices.
Test Results
Box's M 36.551
F
Approx. 2.293
df1 15
df2 26297.565
Sig. .003
Tests null hypothesis of
equal population covariance
matrices.
Dari tabel diatas men nj kan nilai Bo s M signifikan ang berarti dari setiap
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
5/40
Stepwise Statistics
Variables Entered/Removeda,b,c,d
Step Entered Min. D Squared
Statistic Between Groups Exact F
Statistic df1 df2 Sig.
1 X17 - Price Flexibility 2.527 USA/North America and Outside North America 60.123 1 98.000 8.466E-0122 X11 - Product Line 4.058 USA/North America and Outside North America 47.776 2 97.000 3.614E-015
3 X12 - Salesforce Image 4.980 USA/North America and Outside North America 38.688 3 96.000 1.769E-0164 X7 - E-Commerce Activities 6.005 USA/North America and Outside North America 34.621 4 95.000 8.214E-018
5 X13 - Competitive Pricing 6.559 USA/North America and Outside North America 29.936 5 94.000 4.457E-018
At each step, the variable that maximizes the Mahalanobis distance between the two closestgroups is entered.
a,b,c,d
a. Maximum number of steps is 26.
b. Maximum significance of F to enter is .05.c. Minimum significance of F to remove is .10.
d. F level, tolerance, or VIN insufficient for further computation.
Tabel diatas menunjukan
Variables in the Analysis
Step Tolerance Sig. of F to Remove Min. D Squared Between Groups
1 X17 - Price Flexibility 1.000 .000
2X17 - Price Flexibility .996 .000 1.772 USA/North America and Outside North America
X11 - Product Line .996 .000 2.527 USA/North America and Outside North America
3
X17 - Price Flexibility .970 .000 3.193 USA/North America and Outside North America
X11 - Product Line .949 .000 2.971 USA/North America and Outside North America
X12 - Salesforce Image .932 .001 4.058 USA/North America and Outside North America
4X17 - Price Flexibility .954 .000 3.880 USA/North America and Outside North America
X11 - Product Line .922 .000 3.549 USA/North America and Outside North America
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
6/40
X12 - Salesforce Image .339 .000 4.082 USA/North America and Outside North America
X7 - E-Commerce Activities .348 .001 4.980 USA/North America and Outside North America
5 X17 - Price Flexibility .928 .000 4.827 USA/North America and Outside North America
Variables in the Analysis
Step Tolerance Sig. of F to Remove Min. D Squared Between Groups
5 X11 - Product Line .856 .000 4.840 USA/North America and Outside North America
X12 - Salesforce Image .339 .000 4.568 USA/North America and Outside North America
X7 - E-Commerce Activities .343 .001 5.369 USA/North America and Outside North America
X13 - Competitive Pricing .868 .026 6.005 USA/North America and Outside North America
Variables Not in the Analysis
Step Tolerance Min. Tolerance Sig. of F to Enter Min. D Squared
0
X6 - Product Quality 1.000 1.000 .000 1.488X7 - E-Commerce Activities 1.000 1.000 .065 .147
X8 - Technical Support 1.000 1.000 .082 .129
X9 - Complaint Resolution 1.000 1.000 .925 .000
X10 - Advertising 1.000 1.000 .054 .160
X11 - Product Line 1.000 1.000 .000 1.772
X12 - Salesforce Image 1.000 1.000 .000 .792
X13 - Competitive Pricing 1.000 1.000 .000 1.755
X14 - Warranty & Claims 1.000 1.000 .139 .093
X15 - New Products 1.000 1.000 .277 .050
Variables Not in the Analysis
Step Between Groups
0X6 - Product Quality USA/North America and Outside North America
X7 - E-Commerce Activities USA/North America and Outside North America
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
7/40
X8 - Technical Support USA/North America and Outside North America
X9 - Complaint Resolution USA/North America and Outside North America
X10 - Advertising USA/North America and Outside North America
X11 - Product Line USA/North America and Outside North America
X12 - Salesforce Image USA/North America and Outside North AmericaX13 - Competitive Pricing USA/North America and Outside North America
X14 - Warranty & Claims USA/North America and Outside North America
X15 - New Products USA/North America and Outside North America
Variables Not in the Analysis
Step Tolerance Min. Tolerance Sig. of F to Enter Min. D Squared
0 X16 - Order & Billing 1.000 1.000 .703 .006
X17 - Price Flexibility 1.000 1.000 .000 2.527
X18 - Delivery Speed 1.000 1.000 .856 .001
1
X6 - Product Quality .932 .932 .002 3.225X7 - E-Commerce Activities .959 .959 .809 2.531
X8 - Technical Support .990 .990 .447 2.567
X9 - Complaint Resolution .741 .741 .000 3.452
X10 - Advertising .923 .923 .873 2.529
X11 - Product Line .996 .996 .000 4.058
X12 - Salesforce Image .979 .979 .012 2.971
Variables Not in the Analysis
Step Between Groups
0 X16 - Order & Billing USA/North America and Outside North AmericaX17 - Price Flexibility USA/North America and Outside North America
X18 - Delivery Speed USA/North America and Outside North America
1
X6 - Product Quality USA/North America and Outside North America
X7 - E-Commerce Activities USA/North America and Outside North America
X8 - Technical Support USA/North America and Outside North America
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
8/40
X9 - Complaint Resolution USA/North America and Outside North America
X10 - Advertising USA/North America and Outside North America
X11 - Product Line USA/North America and Outside North America
X12 - Salesforce Image USA/North America and Outside North America
Variables Not in the AnalysisStep Tolerance Min. Tolerance Sig. of F to Enter Min. D Squared
1 X13 - Competitive Pricing .959 .959 .000 3.574
X14 - Warranty & Claims .990 .990 .578 2.549
X15 - New Products .999 .999 .517 2.556
X16 - Order & Billing .763 .763 .003 3.162
X18 - Delivery Speed .620 .620 .000 3.962
2
X6 - Product Quality .866 .866 .075 4.334
X7 - E-Commerce Activities .954 .954 .597 4.082
X8 - Technical Support .977 .977 .834 4.062
X9 - Complaint Resolution .255 .255 .816 4.062X10 - Advertising .906 .906 .657 4.075
Variables Not in the Analysis
Step Between Groups
1 X13 - Competitive Pricing USA/North America and Outside North America
X14 - Warranty & Claims USA/North America and Outside North America
X15 - New Products USA/North America and Outside North America
X16 - Order & Billing USA/North America and Outside North America
X18 - Delivery Speed USA/North America and Outside North America
2
X6 - Product Quality USA/North America and Outside North America
X7 - E-Commerce Activities USA/North America and Outside North America
X8 - Technical Support USA/North America and Outside North America
X9 - Complaint Resolution USA/North America and Outside North America
X10 - Advertising USA/North America and Outside North America
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
9/40
Variables Not in the Analysis
Step Tolerance Min. Tolerance Sig. of F to Enter Min. D Squared
2 X12 - Salesforce Image .932 .932 .001 4.980
X13 - Competitive Pricing .887 .887 .016 4.566
X14 - Warranty & Claims .939 .939 .637 4.077
X15 - New Products .982 .979 .255 4.170
X16 - Order & Billing .445 .445 .993 4.058
X18 - Delivery Speed .026 .026 .827 4.062
3
X6 - Product Quality .864 .864 .063 5.319
X7 - E-Commerce Activities .348 .339 .001 6.005X8 - Technical Support .969 .924 .630 5.003
X9 - Complaint Resolution .254 .254 .978 4.980
Variables Not in the Analysis
Step Between Groups
2 X12 - Salesforce Image USA/North America and Outside North America
X13 - Competitive Pricing USA/North America and Outside North America
X14 - Warranty & Claims USA/North America and Outside North America
X15 - New Products USA/North America and Outside North America
X16 - Order & Billing USA/North America and Outside North America
X18 - Delivery Speed USA/North America and Outside North America
3
X6 - Product Quality USA/North America and Outside North America
X7 - E-Commerce Activities USA/North America and Outside North America
X8 - Technical Support USA/North America and Outside North AmericaX9 - Complaint Resolution USA/North America and Outside North America
Variables Not in the Analysis
Step Tolerance Min. Tolerance Sig. of F to Enter Min. D Squared
3 X10 - Advertising .690 .690 .213 5.131
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
10/40
X13 - Competitive Pricing .879 .871 .047 5.369
X14 - Warranty & Claims .915 .908 .958 4.981
X15 - New Products .980 .930 .220 5.126
X16 - Order & Billing .445 .445 .993 4.980
X18 - Delivery Speed .025 .025 .658 4.999
4
X6 - Product Quality .854 .335 .038 6.484
X8 - Technical Support .968 .337 .563 6.041
X9 - Complaint Resolution .251 .251 .752 6.016
X10 - Advertising .689 .299 .198 6.186
Variables Not in the Analysis
Step Between Groups
3 X10 - Advertising USA/North America and Outside North America
X13 - Competitive Pricing USA/North America and Outside North America
X14 - Warranty & Claims USA/North America and Outside North AmericaX15 - New Products USA/North America and Outside North America
X16 - Order & Billing USA/North America and Outside North America
X18 - Delivery Speed USA/North America and Outside North America
4
X6 - Product Quality USA/North America and Outside North America
X8 - Technical Support USA/North America and Outside North America
X9 - Complaint Resolution USA/North America and Outside North AmericaX10 - Advertising USA/North America and Outside North America
Variables Not in the Analysis
Step Tolerance Min. Tolerance Sig. of F to Enter Min. D Squared4 X13 - Competitive Pricing .868 .339 .026 6.559
X14 - Warranty & Claims .911 .332 .808 6.011
X15 - New Products .977 .339 .311 6.117
X16 - Order & Billing .445 .339 .944 6.005
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
11/40
X18 - Delivery Speed .024 .024 .367 6.093
5
X6 - Product Quality .852 .334 .055 6.993
X8 - Technical Support .936 .337 .868 6.563
X9 - Complaint Resolution .247 .247 .983 6.560
X10 - Advertising .689 .299 .239 6.721
X14 - Warranty & Claims .893 .332 .943 6.560
Variables Not in the Analysis
Step Between Groups
4 X13 - Competitive Pricing USA/North America and Outside North America
X14 - Warranty & Claims USA/North America and Outside North America
X15 - New Products USA/North America and Outside North America
X16 - Order & Billing USA/North America and Outside North America
X18 - Delivery Speed USA/North America and Outside North America
5
X6 - Product Quality USA/North America and Outside North AmericaX8 - Technical Support USA/North America and Outside North America
X9 - Complaint Resolution USA/North America and Outside North America
X10 - Advertising USA/North America and Outside North America
X14 - Warranty & Claims USA/North America and Outside North America
Variables Not in the Analysis
Step Tolerance Min. Tolerance Sig. of F to Enter Min. D Squared
5 X15 - New Products .977 .339 .318 6.675
X16 - Order & Billing .430 .339 .636 6.585
X18 - Delivery Speed .024 .024 .554 6.600
Variables Not in the Analysis
Step Between Groups
5 X15 - New Products USA/North America and Outside North America
X16 - Order & Billing USA/North America and Outside North America
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
12/40
X18 - Delivery Speed USA/North America and Outside North America
Wilks' Lambda
Step Number of Variables Lambda df1 df2 df3 Exact F
Statistic df1 df2
1 1 .620 1 1 98 60.123 1 98.000
2 2 .504 2 1 98 47.776 2 97.000
3 3 .453 3 1 98 38.688 3 96.000
4 4 .407 4 1 98 34.621 4 95.000
5 5 .386 5 1 98 29.936 5 94.000
Wilks' Lambda
Step Exact F
Sig.
1 .000
2 .000
3 .000
4 .000
5 .000
Summary of Canonical Discriminant Functions
Eigenvalues
Function Eigenvalue % of Variance Cumulative % Canonical Correlation1 1.592
a100.0 100.0 .784
a. First 1 canonical discriminant functions were used in the analysis.
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
13/40
Wilks' Lambda
Test of Function(s) Wilks' Lambda Chi-square df Sig.
1 .386 90.970 5 .000
Standardized Canonical Discriminant
Function Coefficients
Function
1
X7 - E-Commerce Activities -.727
X11 - Product Line -.553
X12 - Salesforce Image .946
X13 - Competitive Pricing .312
X17 - Price Flexibility .533
Structure Matrix
Function1
X17 - Price Flexibility .621
X11 - Product Line -.520
X13 - Competitive Pricing .517
X12 - Salesforce Image .347
X10 - Advertisinga
.287
X6 P d t Q lita
239
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
14/40
Functions at Group Centroids
X4 - Region Function
1
USA/North America -1.562
Outside North America .999
Unstandardized canonical
discriminant functions evaluated
at group means
Classification Statistics
Classification Processing Summary
Processed 100
ExcludedMissing or out-of-range group codes 0
At least one missing discriminating variable 0Used in Output 100
Prior Probabilities for Groups
X4 - Region Prior Cases Used in Analysis
Unweighted Weighted
USA/N th A i 500 39 39 000
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
15/40
Casewise Statistics
Case Number Actual
Group
Highest Group
Predicted
Group
P(D>d | G=g) P(G=g |
D=d)p df
Original
1 1 1 .774 1 .982
2 0 0 .328 1 .997
3 1 0**
.445 1 .790
4 1 1 .618 1 .881
5 0 0 .623 1 .883
6 1 1 .783 1 .929
7 1 1 .221 1 .998
8 1 1 .161 1 .999
9 1 1 .285 1 .998
10 1 1 .798 1 .93211 0 0 .611 1 .878
12 1 1 .731 1 .985
13 0 0 .623 1 .883
14 0 0 .168 1 .999
15 1 1 .768 1 .926
16 0 0 .270 1 .998
17 1 1 .610 1 .878
18 1 1 .706 1 .910
19 1 1 .278 1 .99820 1 1 .146 1 .999
21 1 1 .995 1 .964
22 1 0**
.455 1 .994
23 0 0 .328 1 .997
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
16/40
24 1 1 .208 1 .513
25 1 1 .693 1 .906
26 1 1 .179 1 .999
27 0 0 .333 1 .997
28 1 1 .862 1 .94529 0 0 .333 1 .997
Casewise Statistics
Case
Number
Discriminant Scores
Function 1
Original
1 1.286
2 -2.541
3 -.7984 .500
5 -1.071
6 .723
7 2.224
8 2.400
9 2.068
10 .742
11 -1.053
12 1.34313 -1.071
14 -2.941
15 .703
16 -2.665
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
17/40
17 .489
18 .621
19 2.083
20 2.452
21 1.00522 -2.309
23 -2.540
24 -.261
25 .604
26 2.341
27 -2.530
28 .826
29 -2.530
Casewise StatisticsCase
Number
Actual
Group
Highest Group
Predicted
Group
P(D>d | G=g) P(G=g |
D=d)p df
Original 30 1 1 .960 1 .968
31 0 0 .728 1 .985
32 1 0**
.242 1 .571
33 1 1 .677 1 .901
34 1 1 .264 1 .998
35 1 1 .525 1 .99336 0 0 .132 1 .999
37 0 0 .623 1 .883
38 1 0 .488 1 .818
39 1 1 .239 1 .998
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
18/40
40 1 1 .731 1 .985
41 1 1 .254 1 .998
42 0 0 .242 1 .570
43 0 0 .375 1 .732
44 1 1 .339 1 .997
45 0 0 .399 1 .996
46 1 1 .706 1 .910
47 0 0 .552 1 .992
48 1 1 .119 1 .999
49 1 1 .405 1 .759
50 0 0 .517 1 .835
51 1 1**
.234 1 .558
52 0 0 .328 1 .997
53 1 1 .237 1 .562
54 0 0 .728 1 .985
55 1 1 .264 1 .998
56 0 0 .421 1 .772
57 1 1 .848 1 .977
58 0 0 .624 1 .883
Casewise Statistics
Case
Number
Highest Group Second Highest Group
Squared
MahalanobisDistance to
Centroid
Group P(G=g | D=d) Squared
MahalanobisDistance to
Centroid
Original 30 .003 0 .032 6.821
31 .121 1 .015 8.466
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
19/40
32 1.367 1**
.429 1.938
33 .173 0 .099 4.600
34 1.247 0 .002 13.526
35 .404 0 .007 10.218
36 2.267 1 .001 16.538
37 .241 1 .117 4.284
38 .481 1 .182 3.487
39 1.388 0 .002 13.984
40 .118 0 .015 8.439
41 1.299 0 .002 13.695
42 1.371 1 .430 1.933
43 .788 1 .268 2.800
44 .912 0 .003 12.365
45 .712 1 .004 11.594
46 .143 0 .090 4.767
47 .354 1 .008 9.963
48 2.426 0 .001 16.965
49 .694 0 .241 2.987
50 .420 1 .165 3.659
51 1.416 0**
.442 1.880
52 .957 1 .003 12.529
53 1.401 0 .438 1.898
54 .121 1 .015 8.466
55 1.247 0 .002 13.52656 .649 1 .228 3.083
57 .037 0 .023 7.577
58 .241 1 .117 4.286
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
20/40
Casewise Statistics
Case
Number
Discriminant Scores
Function 1
Original 30 1.049
31 -1.911
32 -.393
33 .583
34 2.115
35 1.634
36 -3.068
37 -1.071
38 -.868
39 2.177
40 1.34341 2.138
42 -.391
43 -.675
44 1.954
45 -2.406
46 .621
47 -2.158
48 2.557
49 .16650 -.914
51 -.191
52 -2.541
53 -.185
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
21/40
54 -1.911
55 2.115
56 -.757
57 1.190
58 -1.071
Casewise Statistics
Case
Number
Actual
Group
Highest Group
Predicted
Group
P(D>d | G=g) P(G=g |
D=d)p df
Original 59 0 0 .552 1 .992
60 1 0 .478 1 .812
61 0 0**
.270 1 .998
62 1 1 .752 1 .984
63 0 0 .438 1 .78564 1 0 .326 1 .682
65 1 1 .234 1 .558
66 1 1 .119 1 .999
67 1 1 .610 1 .878
68 1 1 .616 1 .880
69 1 1 .976 1 .966
70 1 1 .179 1 .999
71 1 1 .146 1 .999
72 0 0 .701 1 .98673 1 1 .921 1 .954
74 1 1 .405 1 .759
75 1 1 .774 1 .982
76 0 0 .215 1 .526
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
22/40
77 1 1 .742 1 .984
78 0 0 .242 1 .570
79 0 0 .433 1 .781
80 1 1**
.833 1 .939
81 0 0 .215 1 .526
82 0 0 .611 1 .878
83 0 0 .735 1 .918
84 1 1 .505 1 .993
85 0 0 .584 1 .867
86 1 1 .976 1 .966
87 1 1 .947 1 .969
Casewise Statistics
Case
Number
Highest Group Second Highest Group
SquaredMahalanobis
Distance to
Centroid
Group P(G=g | D=d) SquaredMahalanobis
Distance to
Centroid
Original 59 .354 1 .008 9.963
60 .505 1 .188 3.426
61 1.216 1**
.002 13.424
62 .100 0 .016 8.282
63 .601 1 .215 3.188
64 .964 1 .318 2.494
65 1.416 0 .442 1.880
66 2.426 0 .001 16.965
67 .260 0 .122 4.207
68 .252 0 .120 4.240
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
23/40
69 .001 0 .034 6.715
70 1.803 0 .001 15.239
71 2.113 0 .001 16.117
72 .147 1 .014 8.672
73 .010 0 .046 6.064
74 .694 0 .241 2.987
75 .082 0 .018 8.113
76 1.539 1 .474 1.744
77 .109 0 .016 8.356
78 1.371 1 .430 1.933
79 .616 1 .219 3.156
80 .045 0**
.061 5.523
81 1.539 1 .474 1.744
82 .259 1 .122 4.212
83 .115 1 .082 4.940
84 .445 0 .007 10.422
85 .300 1 .133 4.054
86 .001 0 .034 6.715
87 .004 0 .031 6.907
Casewise Statistics
Case
Number
Discriminant Scores
Function 1
Original 59 -2.158
60 -.852
61 -2.665
62 1.315
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
24/40
63 -.787
64 -.581
65 -.191
66 2.557
67 .489
68 .497
69 1.029
70 2.341
71 2.452
72 -1.946
73 .900
74 .166
75 1.286
76 -.322
77 1.328
78 -.391
79 -.778
80 .788
81 -.322
82 -1.053
83 -1.224
84 1.666
85 -1.015
86 1.02987 1.066
Casewise Statistics
Case Number Actual Highest Group
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
25/40
Group Predicted
Group
P(D>d | G=g) P(G=g |
D=d)p df
Original 88 0 0 .584 1 .867
89 0 0 .278 1 .623
90 1 1**
.277 1 .998
91 0 0 .466 1 .804
92 1 1 .592 1 .871
93 0 0 .168 1 .999
94 1 0 .433 1 .781
95 0 0 .421 1 .772
96 0 0 .840 1 .941
97 1 1 .773 1 .982
98 0 0 .132 1 .999
99 1 1 .809 1 .980
100 1 1 .194 1 .999
Cross-validated
1 1 1 .925 5 .981
2 0 0 .311 5 .997
3 1 0 .280 5 .859
4 1 1 .609 5 .8685 0 0 .968 5 .878
6 1 1 .503 5 .920
7 1 1 .059 5 .999
8 1 1 .280 5 .999
9 1 1**
.471 5 .998
10 1 1 .693 5 .926
11 0 0 .928 5 .871
12 1 1 .372 5 .983
13 0 0 .035 5 .826
14 0 0 .170 5 .999
15 1 1 .261 5 .913
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
26/40
16 0 0 .702 5 .998
Casewise Statistics
Case Number Highest Group Second Highest Group
Squared
MahalanobisDistance to
Centroid
Group P(G=g | D=d) Squared
MahalanobisDistance to
Centroid
Original 88 .300 1 .133 4.054
89 1.175 1 .377 2.182
90 1.183 0**
.002 13.312
91 .531 1 .196 3.357
92 .287 0 .129 4.101
93 1.902 1 .001 15.526
94 .616 1 .219 3.156
95 .649 1 .228 3.083
96 .041 1 .059 5.569
97 .083 0 .018 8.120
98 2.267 1 .001 16.538
99 .059 0 .020 7.858
100 1.683 0 .001 14.888
Cross-validated
1 1.391 0 .019 9.320
2 5.953 1 .003 17.4703 6.281 1 .141 9.897
4 3.597 0 .132 7.3705 .925 1 .122 4.873
6 4.332 0 .080 9.228
7 10.630 0 .001 23.767
8 6.284 0 .001 20.267
9 4.567 0**
.002 16.665
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
27/40
10 3.047 0 .074 8.105
11 1.365 1 .129 5.191
12 5.377 0 .017 13.542
13 11.968 1 .174 15.082
14 7.756 1 .001 21.533
15 6.495 0 .087 11.18516 2.985 1 .002 15.170
Casewise Statistics
Case Number Discriminant Scores
Function 1
Original 88 -1.015
89 -.478
90 2.086
91 -.833
92 .463
93 -2.941
94 -.778
95 -.757
96 -1.361
97 1.287
98 -3.068
99 1.241
100 2.296
Cross-validated
12
3
4
5
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
28/40
6
7
8
9
10
1112
13
14
15
16
Casewise Statistics
Case Number Actual
Group
Highest Group
Predicted
Group
P(D>d | G=g) P(G=g |
D=d)p dfCross-validated 17 1 1 .451 5 .861
18 1 1 .683 5 .901
19 1 1**
.523 5 .998
20 1 1 .543 5 .999
21 1 1 .915 5 .962
22 1 0 .002 5 1.000
23 0 0 .645 5 .997
24 1 0 .143 5 .580
25 1 1 .947 5 .902
26 1 1 .396 5 .999
27 0 0 .772 5 .997
28 1 1 .658 5 .939
29 0 0 .772 5 .997
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
29/40
30 1 1 .852 5 .966
31 0 0 .886 5 .984
32 1 0 .395 5 .631
33 1 1 .661 5 .892
34 1 1 .562 5 .998
35 1 1 .340 5 .992
36 0 0 .251 5 .999
37 0 0 .968 5 .878
38 1 0**
.496 5 .868
39 1 1 .468 5 .998
40 1 1 .372 5 .983
41 1 1 .786 5 .998
42 0 0 .455 5 .517
43 0 0 .242 5 .669
44 1 1 .051 5 .99745 0 0 .346 5 .995
Casewise Statistics
Case Number Highest Group Second Highest Group
Squared
Mahalanobis
Distance to
Centroid
Group P(G=g | D=d) Squared
Mahalanobis
Distance to
Centroid
Cross-validated 17 4.721 0 .139 8.368
18 3.109 0 .099 7.534
19 4.183 0**
.002 16.352
20 4.043 0 .001 18.223
21 1.481 0 .038 7.958
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
30/40
22 19.193 1 .000 35.699
23 3.361 1 .003 14.876
24 8.250 1 .420 8.894
25 1.180 0 .098 5.620
26 5.166 0 .001 18.782
27 2.532 1 .003 13.995
28 3.276 0 .061 8.756
29 2.532 1 .003 13.995
30 1.978 0 .034 8.669
31 1.726 1 .016 9.937
32 5.172 1 .369 6.248
33 3.254 0 .108 7.472
34 3.911 0 .002 16.250
35 5.666 0 .008 15.410
36 6.611 1 .001 21.07337 .925 1 .122 4.873
38 4.382 1**
.132 8.150
39 4.586 0 .002 17.280
40 5.377 0 .017 13.542
41 2.437 0 .002 14.860
42 4.693 1 .483 4.829
43 6.727 1 .331 8.131
44 11.033 0 .003 22.620
45 5.606 1 .005 16.385
Casewise Statistics
Case Number Discriminant Scores
Function 1
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
31/40
Cross-validated 17
18
19
20
21
22
23
24
25
26
27
28
29
3031
32
33
34
35
36
37
38
3940
41
42
43
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
32/40
44
45
Casewise Statistics
Case Number Actual
Group
Highest Group
Predicted
Group
P(D>d | G=g) P(G=g |
D=d)p df
Cross-validated 46 1 1 .683 5 .901
47 0 0 .033 5 .990
48 1 1**
.255 5 .999
49 1 1 .064 5 .683
50 0 0 .594 5 .812
51 1 1 .558 5 .524
52 0 0 .311 5 .997
53 1 0 .143 5 .52454 0 0 .886 5 .984
55 1 1 .562 5 .998
56 0 0 .616 5 .744
57 1 1 .032 5 .973
58 0 0 .604 5 .867
59 0 0 .033 5 .990
60 1 0 .491 5 .863
61 0 0 .702 5 .998
62 1 1 .873 5 .983
63 0 0 .450 5 .748
64 1 0 .166 5 .778
65 1 1 .558 5 .524
66 1 1 .255 5 .999
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
33/40
67 1 1**
.451 5 .861
68 1 1 .588 5 .867
69 1 1 .827 5 .964
70 1 1 .396 5 .999
71 1 1 .543 5 .999
72 0 0 .805 5 .985
73 1 1 .742 5 .950
74 1 1 .064 5 .683
Casewise Statistics
Case Number Highest Group Second Highest Group
Squared
Mahalanobis
Distance to
Centroid
Group P(G=g | D=d) Squared
Mahalanobis
Distance to
Centroid
Cross-validated 46 3.109 0 .099 7.534
47 12.157 1 .010 21.448
48 6.571 0**
.001 21.448
49 10.437 0 .317 11.972
50 3.698 1 .188 6.623
51 3.938 0 .476 4.128
52 5.953 1 .003 17.470
53 8.243 1 .476 8.436
54 1.726 1 .016 9.937
55 3.911 0 .002 16.250
56 3.550 1 .256 5.680
57 12.207 0 .027 19.397
58 3.627 1 .133 7.374
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
34/40
59 12.157 1 .010 21.448
60 4.415 1 .137 8.089
61 2.985 1 .002 15.170
62 1.827 0 .017 9.902
63 4.726 1 .252 6.904
64 7.823 1 .222 10.327
65 3.938 0 .476 4.128
66 6.571 0 .001 21.448
67 4.721 0**
.139 8.368
68 3.737 0 .133 7.484
69 2.160 0 .036 8.738
70 5.166 0 .001 18.782
71 4.043 0 .001 18.223
72 2.310 1 .015 10.686
73 2.728 0 .050 8.61974 10.437 0 .317 11.972
Casewise Statistics
Case Number Discriminant Scores
Function 1
Cross-validated 46
47
4849
50
51
52
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
35/40
53
54
55
56
57
58
59
60
61
62
63
64
65
66
6768
69
70
71
72
73
74
Casewise Statistics
Case Number Actual
Group
Highest Group
Predicted
Group
P(D>d | G=g) P(G=g |
D=d)p df
Cross-validated 75 1 1 .925 5 .981
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
36/40
76 0 1 .384 5 .540
77 1 1**
.951 5 .983
78 0 0 .455 5 .517
79 0 0 .247 5 .727
80 1 1 .131 5 .926
81 0 1 .384 5 .540
82 0 0 .928 5 .871
83 0 0 .777 5 .909
84 1 1 .092 5 .993
85 0 0 .540 5 .847
86 1 1 .827 5 .964
87 1 1 .926 5 .968
88 0 0 .540 5 .847
89 0 0 .585 5 .584
90 1 1 .018 5 .99891 0 0 .580 5 .777
92 1 1 .015 5 .814
93 0 0 .170 5 .999
94 1 0 .296 5 .850
95 0 0 .616 5 .744
96 0 0**
.423 5 .930
97 1 1 .913 5 .981
98 0 0 .251 5 .999
99 1 1 .595 5 .979100 1 1 .369 5 .999
Casewise Statistics
Case Number Highest Group Second Highest Group
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
37/40
Squared
Mahalanobis
Distance to
Centroid
Group P(G=g | D=d) Squared
Mahalanobis
Distance to
Centroid
Cross-validated 75 1.391 0 .019 9.320
76 5.266 0 .460 5.58977 1.136 0
**.017 9.289
78 4.693 1 .483 4.829
79 6.663 1 .273 8.618
80 8.492 0 .074 13.550
81 5.266 0 .460 5.589
82 1.365 1 .129 5.191
83 2.497 1 .091 7.111
84 9.459 0 .007 19.384
85 4.065 1 .153 7.48286 2.160 0 .036 8.738
87 1.385 0 .032 8.177
88 4.065 1 .153 7.482
89 3.755 1 .416 4.437
90 13.583 0 .002 25.997
91 3.789 1 .223 6.291
92 14.109 0 .186 17.058
93 7.756 1 .001 21.533
94 6.107 1 .150 9.574
95 3.550 1 .256 5.680
96 4.944 1**
.070 10.118
97 1.498 0 .019 9.432
98 6.611 1 .001 21.073
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
38/40
99 3.688 0 .021 11.338
100 5.400 0 .001 18.775
Casewise Statistics
Case Number Discriminant Scores
Function 1
Cross-validated 75
76
77
78
79
80
81
8283
84
85
86
87
88
89
90
91
92
93
94
95
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
39/40
96
97
98
99
100
For the original data, squared Mahalanobis distance is based on canonical functions.
For the cross-validated data, squared Mahalanobis distance is based on observations.
**. Misclassified case
b. Cross validation is done only for those cases in the analysis. In cross validation, each case is
classified by the functions derived from all cases other than that case.
-
7/30/2019 Olah Data 2 (Analisis Diskriminan)
40/40
Classification Resultsa,c
X4 - Region Predicted Group Membership Total
USA/North America Outside North America
Original
CountUSA/North America 39 0 39
Outside North America 7 54 61
%USA/North America 100.0 .0 100.0
Outside North America 11.5 88.5 100.0
Cross-validatedb
CountUSA/North America 37 2 39
Outside North America 9 52 61
%USA/North America 94.9 5.1 100.0
Outside North America 14.8 85.2 100.0
a. 93.0% of original grouped cases correctly classified.
b. Cross validation is done only for those cases in the analysis. In cross validation, each
case is classified by the functions derived from all cases other than that case.c. 89.0% of cross-validated grouped cases correctly classified.