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The model coefficients obtained from Eq.3 are not equal to those obtained from Eq.1, i.e. A'(1).A' (p)≠A(1).A(p) because the inclusion of the zero-lag term affects the value of other coefficients.
Figure 5C shows the non-linear model coefficients obtained for ROIs associated with each regressor.
In general, meaningful differences in the magnitude of model effects for the steps/day indicators on changes in the anthropometric outcomes were not present when implausible steps/day were either truncated or excluded compared to the model coefficients obtained with the full set of values.
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We choose the probit model since according to the literature, it does not matter in general whether we use the probit or logit model as the coefficients obtained using one model can be transformed into those obtained using the other model [ 36, 37].
Predictions made from Asner and Mascaro's general model, using published coefficients obtained from tropical forests and New Zealand's BA-TC Hand ρ-TCH relationships, had a similar R2 value to the regional model (0.85) but showed much greater bias (-13% vs -4%).
The data on sample to positive control ratio (S/P) for these 1000 individual assays were collated, sources of variance analysed using a random effects model, and reliability coefficients obtained from the variance estimates as quantitative measures of within and between laboratory agreement.
All model coefficients were obtained from literature data.
The model coefficients were obtained using data from both the CM1 and CM2 channels.
The effect is the difference between the responses of two levels (high and low level) of factors; the regression model coefficients are obtained by dividing the effects by two.
Confidence intervals around model coefficients were obtained from 1000 bootstrap replicates of the original dataset in S-Plus.
Results of the RFT-based hydrodynamic model are compared against further CFD simulations, and indicate that the model with hydrodynamic interaction coefficients obtained from a representative design provides a viable surrogate for computationally intensive three-dimensional time-dependent CFD models for a range of design variables.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com