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Table 2 Average correct state estimation rates over 1000 independent runs for time series with length T=40

From: Gene regulatory network state estimation from arbitrary correlated measurements

   

No-stress

DNA-damage

p

σ

η

BKF

BKF-CORR

BKS

BKS-CORR

BKF

BKF-CORR

BKS

BKS-CORR

0.01

10

0.25

0.89

0.92

0.93

0.96

0.88

0.91

0.96

0.97

  

0.50

0.86

0.91

0.88

0.95

0.78

0.91

0.87

0.97

  

0.75

0.86

0.91

0.88

0.95

0.44

0.90

0.42

0.97

 

15

0.25

0.87

0.89

0.90

0.92

0.83

0.86

0.93

0.95

  

0.50

0.86

0.88

0.88

0.92

0.69

0.84

0.81

0.94

  

0.75

0.86

0.88

0.88

0.92

0.43

0.85

0.47

0.94

0.05

10

0.25

0.73

0.78

0.79

0.84

0.71

0.76

0.83

0.88

  

0.50

0.64

0.77

0.68

0.84

0.53

0.75

0.62

0.87

  

0.75

0.59

0.77

0.62

0.84

0.35

0.76

0.35

0.87

 

15

0.25

0.65

0.67

0.70

0.73

0.58

0.63

0.71

0.75

  

0.50

0.61

0.67

0.64

0.73

0.48

0.62

0.58

0.75

  

0.75

0.60

0.63

0.68

0.74

0.31

0.62

0.32

0.75