Sentence examples for using the mcmc method from inspiring English sources

In this study, the free energy F was minimized by the steepest descent method, using the MCMC method [see Additional file 1].

We investigated the focal mechanisms and static stress drop using the MCMC method and the static stress change resulting from the January 21 event.

Variables in the imputation model included the outcome variable of interest together with the parameters listed above; 20 imputed data sets were created using the MCMC method with overall estimates and standard error calculated using Rubin's rules [19].

(b) Observational data of V P and V S. They were obtained using Equation 1 with Gaussian noise; the variances were set to ( σ P 2, σ S 2 ) = ( 0. 1 2, 0.0 5 2 ). Figure 3 shows the changes in the hyperparameters θ during the iterations of the steepest descent method as it minimized the free energy F by using the MCMC method.

We estimated P(2|1) by first uniformly sampling the set of viable genotypes in environment 1 using the MCMC method.

We show, using the MCMC method, that, for large sites, such as those of the AcrB bacterial drug transporter, multiple states or binding poses contribute to binding efficiency.

To assess whether this is the case, we used the MCMC method described above to sample only those genotypes in V(n) that have a large biomass flux.

The appropriate model of evolution was identified as WAG+G+I [24] using the MCMC model-jumping method.

Figure  3 presents one of the BPNs computed using the MCMC-BPN method on the data for the CS vs. HM contrast.

Open image in new window Fig. 10 Comparison between the inversion results of near wellbore seismic trace (CDP 100) by using the improved MCMC method and the real logging data (10,000 iterations) Open image in new window Fig. 11 Comparison between the inversion results of near wellbore seismic trace (CDP 100) by using the conventional MCMC method and the real logging data (1,00,000 iterations).

a 7° (3°–11°), b 15° (11° 19°), c 21° (19° 27°) Open image in new window Fig. 9 Inverted AVO parameter profiles using the improved MCMC method based on the exact Zoeppritz equation.