The parallel version, GASFLOW-MPI, adds great value to large scale containment simulations by enabling high-fidelity models, including more geometric details and more complex physics.
Taking the variability incorporated in this procedure into account, a wider range of other prediction models including more or less predictors becomes plausible, see also Pfeiffer & Raymond [53] who estimated the rate of falsely included/excluded variables when applying LASSO logistic regression to a simulated dataset.
Finally, we provide details on simulations performed for models including more than two populations and on statistical analysis of simulated data.
Models, each of which includes a different number of parameters and is a special case of models including more parameters, are fitted by a maximum likelihood method to each of the 1-PAM amino acid substitution frequency matrices, JTT [5], WAG [10], and LG [11] for proteins encoded in nuclear DNA, cpREV [8] for chloroplast DNA, and mtREV [6] for mitochondrial DNA.
A large body of statistical literature suggests that parsimonious models, including a small number of predictor variables, should have greater predictive power to independent samples than models including more predictors ([ 29- 32].
In the Framingham study, clinical models including BMI (trichotomized), fasting glucose, triglycerides, HDL cholesterol, blood-pressure (all dichotomized), age (categorized), gender, and parental history predicted T2D equally as well as other models including more detailed clinical information.
For internal absorbed dose calculations for the Reference Person, updating the general biokinetic models includes more realistic representations of the alimentary and respiratory tract models.
None of the assessed models included more than one of the potential transformations of the distances mentioned above as explanatory variable, since the correlation among them are high.
This corroborates previous work suggesting that expert-like evolutionary reasoning models include more stable associations of concepts within conceptual reasoning frameworks (Nehm and Ha 2011; Nehm and Ridgway 2011).
These newer models include more physical processes in the simplifications of the equations of motion in numerical simulations of the atmosphere.
Several of our derivative ncRNA models include more detailed modeling of RNA structure.
