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The Student- t distribution and the mixture of Dirichlet processes are useful distributions in case of heterogeneity in the mean or variance of the biomarker measurements, or in case of outlying values.
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Inclusion of outlying values in a data set is liable to give rise to erroneous interpretations.
This can be explained by the presence of outlying PSA-nadir values in this group.
Think of outlying regions or pockets within a larger culture.
In cases where outlying values were observed, PCR Array experiments were repeated to confirm the results.
Formal tests to aid in evaluation of outlying cases have been developed, such as the Cook's distance, the studentized residuals and the Bonferroni test [33].
In the case of the normal distribution, the outlying observations were readily captured by the Ueda's method.
This distribution is also a robust solution in presence of outlying measurements, which is a frequent situation.
Previously, the conservation, photographic, digital, art-handling, and storage departments, among others, were crowded into nooks of the Breuer building, scattered to outlying sites, or, in the case of a theatre for performances and lectures, nonexistent.
The idea is to prevent people with outlying personalities from becoming entrenched in disordered thinking that can lead to a diagnosis, or, in the case of sensation-seeking, to dangerous behavior.
No cases were excluded because of outlying values.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com