Sentence examples for implementation of the sampling from inspiring English sources

In the following two subsections, we describe the hierarchical Bayesian model, and, in the last two subsections, we describe the implementation of the sampling from the posterior distribution.

Our implementation of the sampling algorithm (see http://compbio.cs.princeton.edu/fcsampling for source code available under a GNU public license) also includes a variant that uses a Metropolis criterion to accept or reject moves.

The code for simulating the implementation of the sampling plan was originally written in R (http://www.r-project.org) but for this paper the code was translated into plain C for improved efficiency.

The pre-publication history for this paper can be accessed here: http://www.biomedcentral.com/1471-2334/14/87/prepub wouldulikeike to thank the colleagues from the Department of Epidemiology and Health Monitoring, Robert Koch-Institute, for providing valuable support with the design and implementation of the sampling frame.

This difference in proportions is thought to be due to a variable implementation of the sampling approach in the two rounds.

An additional issue is that no implementation of the sampler has been made widely available.

Each one of these 10,000 implementations of the sampling plan is referred to individually as a resembling iteration.

Objectives: To examine whether the implementation of the Experience Sampling Method (ESM), which involves a substantial number of frequent repeated measurements, may artificially increase intensity of negative emotions and cognitive intrusion and affect temporal patterns of pre-competitive emotions.

In this article, we describe a parallel implementation of the nested sampling algorithm and its application to the problem of protein folding in a Gō-like force field of empirical potentials that were designed to stabilize secondary structure elements in room-temperature simulations.

The implementation of the Gibbs sampling was undertaken in two stages.

Here we have presented the results as obtained after implementation of the described sampling and study design to the highest standards possible.