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Table 5 Summary of Multiple Regression Analysis for Variables Predicting Sensitivity

From: Epidemic features affecting the performance of outbreak detection algorithms

Variable

β

SE

β*

P-value

Algorithms

    

CUSUM

2.70

1.74

0.04

0.121

MPM

13.69

1.74

0.21

<0.001

EWMA(reference )

    

Incubation

    

Short

−9.68

2.47

−0.13

<0.001

Medium

−6.97

2.21

−0.11

0.002

Long(reference )

    

Baseline counts

−12.01

1.38

−0.20

<0.001

Outbreak magnitude

16.11

0.66

0.55

<0.001

R 2 = 0.39

    

F =125.85

   

<0.001

  1. β* standard regression coefficient.