Sentence examples for marginal sample from inspiring English sources

We simply replace the estimate of the conditional distribution of X given Z by the marginal sample distribution of X, and obtain In the final expression, W represents a diagonal matrix with diagonal elements given by the appropriate.

We also performed island-wise regression analyses, the results of which (excluding spurious significance for O'ahu, which has marginal sample size N = 12) demonstrated that three reproductive morphological variables significantly correlated with FCA-like allele length on younger islands only (Table 2).

Most of the methods given in the literature consider fixed marginal sampling designs, but in many cases, the absolute upper bound is not achieved.

Figure 2 shows that the marginal sampling distributions are generally quite narrow.

Using Markov chain Monte Carlo, we are able to perform analytic marginal sampling on the set of indicator variables {γ1, …, γ(2 k −5)!/2 k −3 k −3)!} integrating over all potential breakpoints and branch lengths; thus obtaining a marginal probability of support for the corresponding topology.

Plots of the parameter posterior marginals, samples from multivariate parameter posteriors, and correlation coefficients for other spheroids in our complete data set, as well as the code to replicate our data analysis, can be obtained from the authors on request.

The note also contains diagnosis information and marginal distribution samples to illustrate the efficacy of the sampling strategy in the setting of this paper.

Under a Bayesian framework, parameters including the number of QTLs are estimated on the basis of their marginal posterior samples, which are generated through two samplers, the Gibbs sampler and the reversible-jump MCMC.

Indeed, the limited number of studies that have characterized the NAT tissue relative to healthy tissues have focused on breast tissue, where healthy marginal tissue samples can be readily obtained from reduction mammoplasty and prophylactic mastectomy5,6,7.

Marginal Distribution Sampling.

Marginal distribution sampling (MDS) (Reichstein et al. 2005) or the artificial neural network (ANN) (Papale and Valentini 2003) was used to fill gaps in the AmeriFlux Level 4 carbon flux data.