Sentence examples for sampler output from inspiring English sources

To estimate marginal likelihoods from sampler output, we exploit partial conjugacy and use the method of Chib and Jeliazkov (2001).

Table 3 provides the estimated genetic parameters as posterior means of Gibbs sampler output and their standard deviations in parenthesis.

Following the methodology developed by Verdinelli and Wasserman [ 11], the Bayes factor between Model HE and Model HO i (BF HE/HO i ) can be easily calculated from the Markov chain Monte Carlo sampler output of Model HE, by averaging the full conditional densities of each cycle at π i = 0.5 using the Rao-Blackwell argument [ 17].

The mcBPPS sampler outputs a pattern information file which provides quantitative measures corresponding to these histograms.

The sampler outputs a set of 'contrast alignments' that reveal the co-conserved residue patterns characteristic of each subgroup; it also outputs those input sequences that have been assigned to each subgroup.

Worker types and sample output data for visualisation.

Identification of systems with slowly sampled output is studied.

Figure 7 shows a sample output of the process.

Figure 3 Sample output reflectance curve for Alunite and a pixel of the same class.

Fig. 25 Sample output of the wrapping and smoothing operations on the model elements.

Fig. 2 Flow chart of proposed algorithm Fig. 3 Sample output of proposed VSP approach.