Exact(4)
The use of longitudinal methods on the aggregate dataset has the advantage of taking into account both the temporal and the spatial dimensions of fertility transition.
Pearson's correlations for the aggregate dataset are shown in Table 1.
Finally, the normalization by gene coverage and mRNA-seq discussed in the previous section was performed on the aggregate dataset.
Multiple analytic methods including constructing contextual variables, ordinary least squares (OLS) regression analysis for the aggregate dataset and for individual communities, and multilevel modeling, were used to explore community contextual effects on beetle-related activeness.
Similar(56)
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.
Within this aggregate dataset of 267 GBMs, the three previously defined molecular glioma subgroups were robustly detected as defined by over-expression of a series of related genes: Neurogenesis/HC1A (a.k.a. ProNeural), Mitotic/HC2A (a.k.a. Proliferative), and Extra-Cellular Matrix related/HC2B (a.k.a. Mesenchymal).
Neighborhood Correlation obtains much better performance on these aggregate datasets: the best performance of the rewired network (F max =0.85, avg. linkage) is substantially greater than that of sequence similarity (F max =0.42, avg. linkage).
Because these aggregate datasets were both de-identified and decoupled from each other as a means for maximizing participant confidentiality (Corti and Thompson 2012; Kum and Ahalt 2013), it was not possible to conduct complex, multivariable analyses.
We address this issue by performing an external validation of the ESWB data, comparing it to a widely used aggregate dataset, the Penn World Table 7.0 (PWT), see Heston et al.
The data are stored in a format that allows the creation of a single aggregate dataset for research.
One previous analysis detailed the risk of eight comorbidities in an aggregate dataset of 9700 children and adults with pH1N1 admitted to intensive care units in 19 countries.
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