Sentence examples for marginal sampling from inspiring English sources

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.

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).

We appreciate Dr. Guy Baele providing the code used for the marginal likelihood sampling.

We also show that the marginal gain from sampling additional maternal plants will nearly always exceed that of additional seeds.

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.

In this paper, the NEE was gap-filled as well as decomposed into its constituent signals (GPP and RE) using the online gap filling and flux partitioning tool publicly available at: (http://www.bgc-jena.mpg.de/~MDIwork/eddyproc/: [56]. This Marginal Distribution Sampling (MDS) technique has a similar performance compared to other techniques [2].

In this paper, the NEE was gap-filled as well as decomposed into its constituent signals (GPP and RE) using the online gap filling and flux partitioning tool publicly available at: (http://www.bgc-jena.mpg.de/~MDIwork/eddyproc/: [ 56]. This Marginal Distribution Sampling (MDS) technique has a similar performance compared to other techniques [ 2].