For example, a Chaospy user can in a few lines of high-level computer code define custom distributions, polynomials, integration rules, sampling schemes, and statistical metrics for uncertainty analysis.
Statisticians know the rules: sampling methods are for situations in which there is sampling.
From a statistical point of view, as reviewed by Simon [14], this type of prediction is a complicated problem and many factors, such as gene selection rules, sample resubstitution approaches, sample size concerns, and classification methods are involved.
Sequence finishing rules (sample number, amplicon failure, neighborhood failure) typically applied when resequencing closely related species were not applied to the raw basecalls because of the large evolutionary divergence between some of the strains.
As a rule, samples of 40 diploid individuals were drawn at different times when the analysis was performed.
As a general rule, samples should be mounted on a material that is thinner than the sample to be mapped, as this will present minimal background scatter (e.g., 10 μm thick tissue on 6 μm polypropylene).
Irrespective of the objective of a survey alternative, inventory concepts exist to choose from, including the utilized data sources (field assessments, remote sensing, maps etc)., the design of the sampling units (plot configuration), sampling rules and sample sizes.
Similarly in this work, we also define a 100%-frequency rule to differentiate normal samples from cancer samples.
A 2013 study of 32 homes in Chicago published in the journal Environmental Science and Technology found that the EPA's own Lead and Copper Rule sampling protocol "systematically misses the high lead levels and potential human exposure".
Fig. 1 Snort rule sample.
