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Table 4 Median and maximum absolute error values under a variety of measurement error conditions.

From: Thermodynamically consistent Bayesian analysis of closed biochemical reaction systems

mean = 0

i.i.d. Gaussian

i.i.d. Uniform

correlated Gaussian

σ = 0.1

3.98 × 10-3

8.64 × 10-3

1.48 × 10-2

 

5.56 × 10-2

4.81 × 10-2

7.32 × 10-2

σ = 0.2

1.01 × 10-2

1.78 × 10-2

3.09 × 10-2

 

8.29 × 10-2

1.30 × 10-1

1.89 × 10-1

σ = 0.3

3.03 × 10-2

1.78 × 10-2

3.05 × 10-2

 

1.68 × 10-1

1.30 × 10-1

2.46 × 10-1

σ = 0.4

2.19 × 10-2

2.56 × 10-2

1.04 × 10-1

 

2.27 × 10-1

1.41 × 10-1

3.67 × 10-1

σ = 0.5

2.67 × 10-2

3.86 × 10-2

6.43 × 10-2

 

2.48 × 10-1

3.32 × 10-1

3.10 × 10-1

  1. Logarithmic sampling is used with Q = 6.