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This was employed to assess the adequacy of the final reduced model equation obtained using two-sample T test.
Note that Equation 15 differs from the reduced model (Equation 10) because the term Z S a S includes the IGEs of all n 1 group mates, and not only those belonging to the other family making up the group.
The Z D a D and Wg are as in the full model (Equation 9), whereas the residual variance structure is as in the reduced model (Equation 11; see discussion below).
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Now, an alternative approach shall be considered that facilitates the direct generation of the exactly reduced model equations.
The modified approach facilitates the generation of the exactly reduced model equations and does not require the former generation of a complete conventional model any more.
In contrast, to these results when simulations are carried out with second set of parameters (condition II) the steady state solution characteristics of full scale model does not match either with the three state reduced model or single equation model or the polynomial model.
Reduced model.
The equation for the output, y, is (10) By lumping states x2 to x6 in into one state (11) we obtain the reduced model structure as shown below.
The insignificant terms of the equation that showed the probability value (P > 0.05), were excluded from the full-model equation to attain a reduced-model equation to ease expecting the different responses upon changing variables.
This reduces our model, Equations (4a)–(4d), to a two-by-two system, representing change in concentration of Pde (p) and cAMP (x): (5a) dp dt = M (x 2 − p ) (5b) dx dt = C 0 − D 0 x − Dpx Γ + x, where C0=1+ C when Ras ·GTP is the dominant Ras form (r s s ≈1) or C0= C when Ras ·GDP dominates (r s s ≈0).
Inclusion of a form factor into biomass equations may reduce model-selection uncertainties but create other problems.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com