Sentence examples for samples and inference from inspiring English sources

Traditional practice includes manual comparison of each biochemical property of the unknown sample with known reference samples and inference of its identity based on the maximum similarity pattern with the known samples.

An unbiased estimate with the lowest variance is thus a common goal in spatial sampling and inference.

While RDS was designed as a tool for sampling and inference in cross-sectional samples, it has been more recently adopted to measure changes in HIV-risk behaviors and drug use prospectively.

Respondent-driven sampling (RDS) was introduced by Heckathorn in 1997 as an approach to sampling design and inference for these "hidden" or "hard-to-reach" populations [1].

These results can be used to facilitate better characterization of environmental conditions that reduce eDNA persistence, improved design of temporal sampling intervals and inference, and more robust detection of aquatic species with eDNA methods.

Table 2 gives the basic characteristics of the sample and the inference of total demographic characteristics through the RDS method.

An extensive analysis of nested sampling for integration and inference for multivariate Gaussian distributions identifies suitable configurations of nested sampling and associated algorithms in an analytically tractable case.

All recent multigene and phylogenomic studies [ 5– 8] have tested the effects of gene sampling, analytical methods, and inference programs; like our results, their topologies were more or less robust, also against varying outgroup selection.

We cannot measure everyone or everything, so we take samples and use statistical inference to determine the probability that the results we observe in our sample reflect some underlying scientific truth.

Applying this approach, Bajikar et al. used microarray gene expression data from 10-cell samples and maximum-likelihood inference to reveal a surprisingly large spectrum of single-cell regulatory states in mammary epithelial cells in acinar structures.

In addition, sampling techniques can alter habitat conditions, particularly with repeat sampling, and compromise inferences about management impacts.