In fact, β * is drawn from the asymptotic approximation to its posterior distribution, and the imputed values are only approximate draws from the posterior predictive distribution of the missing data.
Whole blood samples were collected by jugular venipuncture with a 20-gauge needle directly into a glass vacutainer tube containing 0.5 mL of PECT medium (94 nM prostaglandin E1, 0.63 mM Na2CO3, 90 mM EDTA, and 10 mM the ophylline) that had an approximate draw of 5 mL.
With other GLMs, the posterior is commonly approximated by a multivariate normal distribution, from which it is easy to draw parameters: we call this the "Normal-approximation draw" method.
This information is normally approximated when drawing evolutionary trees, however split decomposition is a non-approximation method that permits the building of trees with support indicated for relationships based on all patterns in the data.
The minor fissure can be approximated by drawing a horizontal line from the 4th rib attachment of the sternum to the major fissure.
Expectations under the independence model were approximated by drawing 1 million random numbers from independent X ∼ Beta a,c) and Y ∼ Beta(b,c) distributions, and then averaging the evaluations of the appropriate expressions over the draws.
Sampling from (12) is computationally more intensive, especially when N is large, but our method is based on a direct approximation of p(a 1 i |a i+1:n,y 1 n ) based on (left (a^{k}_{1:i-1}right)_{1le k le N}) and a i+1:n instead of approximate MCMC draws.
As a consequence, G (k ) can be considered as an approximate observation drawn from the uniform distribution of all the possible bipartite networks with the same number of nodes, links and degrees as G.
Fuzzy logic offers a linguistic (approximate) way of drawing conclusions from uncertain data, and neural networks offer the capability of learning and training with or without a teacher (supervisor).
The total radioactivity present in each organ was determined by drawing an approximate ROI encompassing the whole organ, using a threshold of 10%% of the maximum count to define the edge of the ROI.
