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Consequently, the dynamic model is combined with global sensitivity analysis, which is used to identify the presence of significant model parameters, constituting a model-based methodology for the formulation of genetic circuit optimization methods.
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Using the Child Pugh score, in this model, the parameters constituting the Child Pugh score were not included to avoid redundancy.
The definition of such models usually requires the execution of various experimental tests for the determination of the associated material parameters, constituting a significant cost/effort in terms of characterization.
Next the mean and variances of all samples in each batch, over all probes/genes, are estimated using a linear model and these parameters constitute the first prior-distribution.
Analysis of NF- κB and MAPK pathway models shows that highly compensative parameters constitute clusters consistent with the network topology.
Eight rate parameters constitute the dependent model, which assumes that each character evolves (shifts forwards and backwards) at different rates depending on the state of the second character.
Model Parameters: feature weights constitute the set of model parameters, some of which are fixed and some are free to be estimated.
The so obtained parameters constitute the initial parameter values.
Climatic, field and developmental parameters constituted the input data.
where R is the model prediction and the set {A i } constitutes the model parameters.
These estimates of and constitute the model parameters for each action segment.
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