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Fig. 13 | BioMedical Engineering OnLine

Fig. 13

From: Approximate parameter inference in systems biology using gradient matching: a comparative evaluation

Fig. 13

Distribution of RMS values in function space, calculated on the residuals of the true signal (signal produced with true parameters and no observational error) minus the signal produced with the estimate of the parameters, for the protein signalling transduction pathway (Eqs. 3842). Within each section, the boxplots from left to right are: LB2 method, INF method, LB10 method and GON method using cross validation for inferring the penalty parameter. The average signal to noise ratio for each “species” is 10. The standard deviation of the observational noise is inferred. For definitions, see Tables 2 and 3

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