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Preliminary univariate analyses (within informant) using a correlated factors model (S*R*S') (Gaussian decomposition) showed no deviation from the basic assumption of equality of means and variances across twins and across zygosity groups in any of the informants' scores (results of data preparation analyses are available upon request).
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As a result of the data preparation, the final dataset to provide to DM algorithms was compiled.
A truly three-dimensional (3-D) finite element model for the analysis of a complex commercial automotive muffler requires several hundred nodes and elements, resulting in tedious data preparation and solution of a large number of simultaneous equations.
The resulting product of this data preparation is several large matrices comprising data from different feature groups, each of which can have different measurement scales.
RC participated in the design of the study, data preparation and analysis of results and drafted the manuscript.
XB: Preparation of data analysis, preparation of the manuscript, study coordination.
As a result of more efficient and accurate data preparation and data integration, organizations can finally begin to rapidly address real consumer needs that accelerate the time in which it takes to deliver business value.
Results show that, with the appropriate data preparation steps, effectiveness of bug localization is at least 34% lower, compared to the effectiveness without the data preparation steps (Section 3.5).
RA contributed to data preparation, results analysis, and performance analysis.
JB contributed to data preparation, results analysis, and performance analysis.
MM assisted in the data collection, was involved in the interpretation of the results of the data analyses and in the preparation of the manuscript.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com