Sentence examples for research for datasets from inspiring English sources

Given the widespread use of chained equations imputation in medical research for datasets with different types of variables, researchers must be aware that order effects are likely to be ubiquitous.

Since chained equations is typically used in medical research for datasets with different types of variables, researchers must be aware that order effects are likely to be ubiquitous, but our results suggest they may be small enough to be negligible.

Feature selection is one of the focuses of many SAR-based researches, for which datasets with tens (or hundreds) of thousands of variables need to be analyzed and interpreted.

However, in this research, the datasets used for training and testing are obtained from the same group of volunteers using several modes of transport, so we do not verify this influence in detail.

We present a new method for publishing research datasets consisting of point observations that employs a standard observations data model populated using controlled vocabularies for environmental and water resources data along with web services for transmitting data to consumers.

The first approach is the development of an automated program to review research datasets for the presence of PHI [ 14].

A successful strategy for obtaining research datasets from EMR has been based on a radical simplification of the interface between the IT professionals and the analysis professionals.

Moving forward, enhancements such as natural language processing will continue to improve the i2b2 framework as a tool for clinical researchers, and will further distinguish this as a tool for generating clinical research datasets as compared with standard administrative data sources.

For example, the RYGB research datasets are refreshed on a regular basis (i.e. minimum every 3 months or sooner as needed).

For research purposes, this dataset was de-identified to ensure that 5% or less of the records could be correctly re-identified by reducing the precision of the postal code to the first three characters, and the date of birth to year of birth.

A retrospective analysis was performed using medical and pharmacy claims and eligibility data from the research identified MEDULA dataset for diagnosed RA patients in Turkey.