Olah Data 2 (Analisis Diskriminan)

7/30/2019 Olah Data 2 (Analisis Diskriminan)

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Mata Kuliah : Statistik Multivariat

Dosen : Dr. Abdul Hamid Habbe, SE.,M.Si

OLAH DATA HBAT

(ANALISIS DISKRIMINAN)


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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


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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


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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


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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


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



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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


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


Step Between Groups

0X6 - Product Quality USA/North America and Outside North America

X7 - E-Commerce Activities USA/North America and Outside North America


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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



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


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




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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


X9 - Complaint Resolution .255 .255 .816 4.062X10 - Advertising .906 .906 .657 4.075


Step Between Groups

1 X13 - Competitive Pricing USA/North America and Outside North America



X16 - Order & Billing USA/North America and Outside North America


2







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2 X12 - Salesforce Image .932 .932 .001 4.980

X13 - Competitive Pricing .887 .887 .016 4.566


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


X7 - E-Commerce Activities .348 .339 .001 6.005X8 - Technical Support .969 .924 .630 5.003



Step Between Groups

2 X12 - Salesforce Image USA/North America and Outside North America

X13 - Competitive Pricing USA/North America and Outside North America





3



X8 - Technical Support USA/North America and Outside North AmericaX9 - Complaint Resolution USA/North America and Outside North America



3 X10 - Advertising .690 .690 .213 5.131


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X13 - Competitive Pricing .879 .871 .047 5.369


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




X10 - Advertising .689 .299 .198 6.186


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



4



X9 - Complaint Resolution USA/North America and Outside North AmericaX10 - Advertising USA/North America and Outside North America


Step Tolerance Min. Tolerance Sig. of F to Enter Min. D Squared4 X13 - Competitive Pricing .868 .339 .026 6.559


X15 - New Products .977 .339 .311 6.117

X16 - Order & Billing .445 .339 .944 6.005


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X18 - Delivery Speed .024 .024 .367 6.093

5




X10 - Advertising .689 .299 .239 6.721



Step Between Groups

4 X13 - Competitive Pricing 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






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


Step Between Groups

5 X15 - New Products USA/North America and Outside North America



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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.


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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


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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


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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


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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


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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


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


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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


Centroid

Original 30 .003 0 .032 6.821

31 .121 1 .015 8.466


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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


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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


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54 -1.911

55 2.115

56 -.757

57 1.190

58 -1.071

Casewise Statistics

Case

Number

Actual

Group

Highest Group

Predicted

Group


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


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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


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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


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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


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Group Predicted

Group


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


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16 0 0 .702 5 .998

Casewise Statistics

Case Number Highest Group Second Highest Group

Squared


Centroid



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


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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


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6

7

8

9

10

1112

13

14

15

16

Casewise Statistics

Case Number Actual

Group

Highest Group

Predicted

Group


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


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


Squared

Mahalanobis

Distance to

Centroid


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


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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


Function 1


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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


32/40

44

45

Casewise Statistics

Case Number Actual

Group

Highest Group

Predicted

Group


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


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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


Squared

Mahalanobis

Distance to

Centroid


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


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


Function 1

Cross-validated 46

47

4849

50

51

52


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


D=d)p df

Cross-validated 75 1 1 .925 5 .981


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



37/40

Squared

Mahalanobis

Distance to

Centroid


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


38/40

99 3.688 0 .021 11.338

100 5.400 0 .001 18.775

Casewise Statistics


Function 1

Cross-validated 75

76

77

78

79

80

81

8283

84

85

86

87

88

89

90

91

92

93

94

95


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.


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.

Olah Data 2 (Analisis Diskriminan)

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