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Estimates from each imputed dataset were combined using Rubin's rules [21].
The noninstitutionalized population of the United States.The 1999-2000, 2000-2001, and 2001-2002 waves of the Medical Expenditure Panel Survey, a large, nationally representative dataset, were combined to create the analysis sample.
In a later stage of this work, PFMs from proteins in the first dataset were combined and transferred to proteins in the second dataset, while estimating the average error.
Results from the analysis of each imputed dataset were combined with Rubin's rules (mi estimate command in Stata) 46 (see appendix 3).
Five runs of the partitioned dataset were combined after removing a burnin of 10-75% to compute the evolutionary rates (gene.meanRate) of the individual genes.
To incorporate the appropriate uncertainty from imputation, the results from each multiply imputed dataset were combined using Rubin's rules [ 22] after suitable transformations to approximate normality, as previously recommended [ 28].
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"The fact is, even if an organization can create what they believe is an anonymized dataset, as soon as that dataset is combined with other datasets, with other types of data items, and ML, big data analytics and AI are used on them, then new, unexpected discoveries of specific individuals, and insights into those individuals' lives, can be discovered," she said.
This testing dataset is combined from one set of mRNA microarray data and two sets of miRNA microarray data from three separated labs (see Materials and Methods).
The GenBank dataset was combined with the newly obtained sequences.
The dataset was combined with EST data previously obtained from Pristionchus species and Koerneria sp. RS1982 [ 17].
For each pfam, the PFAM dataset was combined with the proteins of that family from the Uniprot, psychrophile, and mesophile datasets.
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