Sentence examples for sampling implemented from inspiring English sources

Samples from the posterior distribution were drawn with Gibbs sampling, implemented in the JAGS Gibbs sampling environment (Plummer 2003).

The random-walk Metropolis sampling implemented in R (R Development Core Team 2005) was tested with simulation.

We employed a Bayesian discrete phylogeographic approach using Markov chain Monte Carlo (MCMC) sampling implemented in the BEAST v1.8.1 software package (Drummond & Rambaut, 2007).

A full Bayesian approach using Markov chain Monte Carlo (MCMC) methods [ 15] via Gibbs sampling implemented in the DMU package [ 16] was used to fit the models and sample posterior PM.

The geographically extensive sampling implemented in this study allowed us to shed light on the present day and historical distribution of Eurasian shad's genetic diversity, providing a necessary framework upon which different evolutionary hypotheses can be further tested.

Initial values (a = b = 1, α = β = γ = 0) were first defined and then updated, to fit the data relating to the probability p ij that male genet j sired seeds of maternal genet i, in three chains of MCMC sampling implemented in JAGS software using the rjags package in R2.11.1 [ 57].

An initial 3D conformation is necessary for using the conformer sampler implemented in BCL Conf.

A multiple-sequence alignment was constructed using ClustalW and phylogenetic trees were performed applying the neighbor-joining method with the 1000-bootstrap re-sampling inplementhe in the Molecular Evolutionary Genetics Analysis, version 5.0 program.

A Hidden Markov-based algorithm was used to infer LOH from unpaired samples implemented dChip.

We draw comparison of MC4Inversion to the sampler implemented in BADGER and a previously described importance sampling (IS) technique.

Subagging is a sobriquet for subsample aggregating where simple random sampling is used instead of aggregation of bootstrapped samples implemented by bagging.