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This argument illustrates that one might expect from this simple model an exponential distribution of overlap lengths.
For the UCLD relaxed clock model, an exponential prior distribution (mean 0.1, initial value 0.01) was used for the mean rate (ucld.mean) and standard deviation (ucld.stdev).stdev
Data supported addition of two new covariates to the base model: an exponential age-effect on the elimination rate constant K10, and an exponential effect of time since treatment start on E C50, the parameter describing sensitivity to warfarin.
We compared an untransformed linear model, an exponential model with the dependent variable LN-transformed, and a multiplicative model with both the dependent and independent variable LN-transformed, all of which had been previously considered [ 50].
In order to avoid too many free parameters, we selected 5 possible fitting models and their inverse (see Materials and methods): a linear model, an exponential, a sigmoid model, and 2 types of asymptotic nonlinear functions, 1 with an offset and 1 without (see Supplementary Figure S1).
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Whether graphical inspection suggested, nonlinear relations were investigated with a power model, an Emax model or an exponential model.
We used three degrees of freedom for this spline as this gives enough flexibility to model an exponential-like decay in risk.
We use two fiber-reinforced models for the esophageal tissue: a bi-linear model and an exponential model.
Fig. 5 Comparison of dynamic patterns between a power function model and an exponential model.
A power model and an exponential model were applied to illustrate the relations between cumulative number of articles and the year.
Different models of decays with distance were tested but in our models an exponential variogram was always selected.
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