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Several approaches for summarizing multiple observations have been proposed in the literature.
Approaches for summarizing across a set of arrays take two forms.
Secondly, advanced Bayesian approaches for summarizing the evidence from the literature were not considered.
Using data from the SOPHIA study, we present three different approaches for summarizing daily ambient air pollutant concentrations within the Atlanta airshed, and we evaluate how the pollutant metrics produced from these approaches impact estimates of concentration-response.
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This paper presents an important phase of our new approach for summarizing the given Vietnamese paragraph.
A natural question is to ask which of the metrics that we examined (if any) is the preferred approach for summarizing pollutant concentrations in a time-series study.
Descriptive statistics are the primary approach for summarizing data from pregnancy exposure registries with frequencies of outcomes expressed via absolute risk, relative risk, and population attributable risk, with 95% confidence intervals.
Both an inverse-variance weighted average of variant-specific associations and a likelihood-based approach for summarized data give similar estimates and precision to the two-stage least squares method for individual-level data, even when there are gene gene interactions.
we encourage epidemiologists to consider the Bayesian approach as a tool for summarizing correlation coefficients across studies and for evaluating relations when measurement error and statistical power is of utmost concern.
Our application of SOM provides an unsupervised approach to producing classification systems for summarizing ambient air quality as a collection of day types.
Gene coexpression modules networks of genes with consistent expression patterns across samples provide a complementary approach to individual gene DE tests for summarizing large gene expression data sets.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com