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The results in Fig. 6B and Table S1 demonstrate that the discrepancy in the mutations-only model still persists and is corrected by the composite model.
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By contrast, the composite model based on the GINA definition of controlled asthma had a higher AIC, an AUROC of 0.72, and only 10% variability explained.
For the composite models, variables were eliminated by a backward elimination procedure until all variables in the model (with the exception of the demographic variables) had a p-value less than 0.05.
To predict run-to-turn transitions during free motion in a real odor gradient, we replaced the pure IFF model devised for light-evoked spiking activity by the composite IFF+IFB model as input for the stimulus-to-behavior GLM trained on the open-loop light ramps.
Water transport or hydraulic conductivity of roots (Lpr) can be described by the composite transport model and is known to be very variable between plant species and growth conditions and root developmental states.
The paper also presents a new method to analyse the data of an oscillatory thermal response test by using the periodic composite model.
Rather than modeling the overall process with a nonlinear model, it is proposed to represent the process by a composite model of a linear model (LM) and a feedforward neural network (FNN).
A script program was developed to generate the hybrid composite model by using ANSYS Parameter Design Language APDLL).
Predicted gene targets for NKX3.1 were obtained by in silico composite model match analysis of the entire human genome.
Neural activity simulated by the composite IFF+IFB ODE model (blue line) presented in Figure 4B (parameter set listed in Table 1 ).
Moreover, the variance accounted for by any of the three composite models never exceeded 13%.
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