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The basic idea behind FDA is to express discrete observations arising from time series in the form of a function (to create functional data) that represents the entire measured function as a single observation, and then to draw modeling and/or prediction information from a collection of functional data by applying statistical concepts from multivariate data analysis.
From a statistical viewpoint the imputation approach for dealing with nongeocoded data is based on completing the data via imputation (geocoded records plus imputed nongeocoded records) then applying statistical methods to this complete data.
One of the companies featured in the article, Drawbridge, applies statistical modeling to data from ad exchanges and Web publishers to determine that several devices belong to the same person.
Systematic reviews sometimes apply statistical techniques to combine data from multiple studies resulting in a meta-analysis.
The copy numbers are inferred from the SNP array data by applying statistical model-fitting procedures.
ABS analyzed the data by applying statistical tests.
It covers everything from testing hypotheses, applying statistical inferences, visualizing distributions and drawing conclusions all while coding in Python and using real world data sets.
Sources for statistical data from the United States federal government.
In Method II, spatially normalized data from a single array were analyzed and hybridization contrasts were considered without applying statistical methods (See Methods for details).
By applying statistical learning techniques, coders develop computational models that can automatically identify patterns in the data.
CG applied statistical method for Microarray Data analysis.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com