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Table 1 Estimated values of parameter K subject to different noise variances.

From: Bayesian parameter estimation for nonlinear modelling of biological pathways

   Estimated value of K  
Parameter
V
True value of
K
σ2= 0 σ2 = 0.1 σ2= 0.5 σ2 = 1 σ2 = 10
V = 1 K = 1 0.895860924 1.198924271 2.060871616 2.392641064 2.2417669
V = 1 K = 10 9.942624719 9.417099524 5.18899955 3.041348517 2.3984733
V = 1 K = 50 49.84538377 50.3653591 49.79822957 48.21724047 17.612567
V = 1 K = 100 99.57735594 100.5475019 98.86122817 95.19722428 35.651171
V = 1 K = 500 499.7813772 498.9833568 495.3510638 501.8771493 450.50892
V = 1 K = 1000 999.2728579 997.8776983 995.7044492 988.870943 891.65597
V = 10 K = 1 0.970450637 1.006078611 1.094535769 1.282321201 2.1026316
V = 10 K = 10 9.975237184 9.997279446 9.847326837 9.531280999 5.3013845
V = 10 K = 50 50.05571987 49.87267536 49.91859144 50.0966008 49.055078
V = 10 K = 100 99.87386748 99.92057687 100.6109818 99.56079265 97.374093
V = 10 K = 500 500.0809047 499.7714225 499.802065 500.2063382 497.87452
V = 10 K = 1000 999.5597507 999.5670495 1000.211577 1001.028307 996.15873
  1. Parameter V was set to 1 and 10, respectively