Their data augmentation algorithm scales up the computation tremendously compared to traditional Gibbs samplers, and leads to the availability of Rao-Blackwellized estimates of quantities of interest for the original non-orthogonal problem.
The magnitudes and signs of the various components are estimated from the AMBER parm94 force field, generalized Born theory, solvent accessibility measures, and empirical estimates of quantities related to ion release.
Average estimates of quantities were used for stent orders and medical equipment, although a feedback mechanism already existed.
Furthermore, it may complement PK/PD models by providing estimates of quantities that have not been assessed and hence guide decision making.
Current birth-death models used for phylodynamic inference assume a constant probability of sampling throughout the evolutionary history, which may result in biased estimates of quantities such as the effective population size when the sampling process is misspecified.
For illustration, we focus on data from Cheng et al. (2009), who provided one of the largest samples, reporting estimates of quantities close to those that appear in our model.
Thus estimates of quantity of frontline tuberculosis workers should focus not just on total numbers, but also on the most cost-effective mix of different cadre of staff.
The level of SIRT1 expression was calculated by combining estimates of quantity scores and staining intensity scores as follows: score 0, no staining; score 1, 1 10% of positive staining cells; 2, 10 50%; 3, 50 70%; 4, 70 100%.
