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Table 2 The comparison between the MLF method, NNG method, SA method, Tango's FlexScan method and Kulldorff's SaTScan method using the synthesized data

From: Detection of arbitrarily-shaped clusters using a neighbor-expanding approach: A case study on murine typhus in South Texas

Clusters

 

Observed #

Expected #

LLR

p-value

 

MLF

95

41.646

27.396

0.001

Compact shape

NNG

95

41.646

27.396

0.001

 

SA

95

41.464

27.396

0.001

 

FlexScan

95

41.646

27.396

0.001

 

SaTScan

95

41.646

27.396

0.001

 

MLF

90

39.273

26.083

0.001

 

NNG

90

39.273

26.083

0.001

Ring shape

SA

90

39.273

26.083

0.001

 

FlexScan

32

15.273

7.165

0.836

 

SaTScan

128

80.730

13.756

0.001

 

MLF

50

21.010

15.069

0.001

 

NNG

50

21.010

15.069

0.001

Long shape

SA

50

21.010

15.069

0.001

 

FlexScan

30

12.606

8.866

0.432

 

SaTScan

28

16.810

3.202

0.993

 

MLF

115

51.343

32.513

0.001

 

NNG

115

51.343

32.513

0.001

Extreme shape

SA

115

51.343

32.513

0.001

 

FlexScan

65

29.020

17.477

0.003

  

45

20.091

11.877

0.081

 

SaTScan

86

49.110

12.425

0.001

  

35

15.630

9.143

0.024

 

MLF

70

30.970

19.367

0.001

  

35

15.485

9.343

0.016

 

NNG

70

30.970

19.367

0.001

  

35

15.485

9.343

0.016

Two-cluster

SA

70

30.970

19.367

0.001

  

35

15.485

9.343

0.016

 

FlexScan

70

30.970

19.367

0.001

  

25

11.061

6.599

0.954

 

SaTScan

78

39.820

15.470

0.001

  

28

17.700

2.627

0.998