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Aggregated datasets of 48 microarrays from tumor tissues and 35 microarrays from normal tissues were used for independent validation.
Previous transfer functions are based on aggregated datasets that are composed largely of data from high-income countries.
This study focuses on the use of space time permutation scan statistics (STPSS) to assess both the existence and the statistical significance of clusters on aggregated datasets.
The main goals are: (i) assessing the robustness of the STPSS to correctly detect clusters on aggregated datasets; (ii) testing the existence of space time clustering in the PRFD; and (iii) characterizing the detected clusters.
Both the climate and the soil data used for the simulations are strongly aggregated datasets.
It did allow, though, for the collection of aggregated data, as long as individuals could not be re-identified by cross-referencing these aggregated datasets.
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Specifically, we constructed and analyzed an (artificially) aggregated dataset using the survey data and compared the results to a "gold-standard" analysis based on the patient-level data.
The data sharing allows Centers to retain data ownership while aggregating datasets on legacy and prospective data for insights into demographics and phenotypes.
Data that passed the verification process were then placed into sport-specific aggregate datasets for use by external researchers.
Advances in the area of big data have attempted to address the non-uniformity in aggregate datasets by using different data models.
As mentioned above, because the aggregate datasets analyzed were de-identified and decoupled from each other as a means for maximizing participant confidentiality, it was not possible to conduct complex, multivariable analyses.
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