Sentence examples for under such models from inspiring English sources
Under such models, counts are generated either from a 'non-susceptible' or 'perfect' state that always gives zeros, or from a 'susceptible'imperfectect' state that produces both zero and positive counts according to a standard count data distribution.
Future dark energy experiments together with CMB data from experiments like Planck could dramatically improve our ability to constrain cosmic curvature under such models enabling us to probe possible imprints of quantum gravity.
Under such models, the variance of Y consists of two additive components, one representing the variance part due to the variability of θ and one due to the inherent variability of Y if θ did not vary, i.e., V(Y) = V(E(Y|θ)) + E(V(Y|θ)).
BEAST was the first software package that allows inference of the actual phylogenetic tree under such models [ 21].
Finally, we explore methods to visualize the complex posterior distribution that results from inference under such models.
The multistate methodology is custom made for prospective cohort data and it is important to be aware of methods for handling matching under such models.
Under such model, a Poisson process is assumed to describe the number of deaths per day, with events following a binomial process with low probability of occurrence.
For instance, if the simple multinomial sampling model is violated due to, e.g. over-dispersion, an appropriate θ could be developed under such model, whereas a 'normalized' χ would provide a crude, albeit probably useful, approximation.
As the model may predict different levels of the functional importance of specific binding sites in different genomic and regulatory contexts, it is essential to formulate and study such models under different modeling assumptions.
The present study describes a new variable-pressure non-premixed counterflow ignition experiment designed to address the need for well-characterized reference data to validate such models under conditions sensitive to both chemical and transport processes.
A free software is also available to implement such models under a Bayesian framework [ 10].
