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The current study based its data collection variables on these recommendations.
Further details about data collection, variables and the reliability of APACHE data have been described elsewhere [ 15, 21, 22].
After data collection, variables were discarded if their values were zero for at least 90% of the infants included in the study.
Additional outcomes will include trial fidelity measures, and clinical and trial data collection variables to inform the primary and secondary outcomes of the larger trial.
We included 'area' and 'method of data collection' variables in the model because of the substantial differences in the socioeconomic status between study areas and variation in data collection methods.
Survey administration and data collection variables both contribute to the possibility that changes from one NHANES survey to the next could be due to methodologic issues instead of actual changes.
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First, the data preparation process, such as data collection, variable selection, and data cleaning for credit scoring prediction can help reduce noise levels and further enhance the evaluation accuracy of credit risk.
Since then, owl-management plans have added PVA data-collection variables into their monitoring, and studies performed during the first part of the 21st century showed that spotted owl populations continued to decline across their range because of habitat loss and competition with barred owls (S. varia).
All data collection and variables measurements correspond to Fig. 1.
The availability of new forms of data on different aspects of everyday life, analyzed and shared via new data analytics, has created an opportunity to depart from the old routines of data collection, cleaning, variable construction, and regression analysis.
Contextual information on the methods of data collection and variable coding was also garnered through telephone administered questionnaires.
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