Sentence examples for assessing data quality from inspiring English sources

These findings illustrate the importance of assessing data quality and measurement uncertainty for particle size and shape distributions.

Magnitude and internal homogeneity of correlation coefficients (Pearson R) are generally accepted as two criteria for assessing data quality (Devore and Berk 2007).

Typically, the sensor manufacturer has the most comprehensive knowledge of how a sensor works and what is important in assessing data quality.

In a NOAA-IOOS funded project called Q2O (QARTOD-to-OGC) [4], a SWE model was created to describe in SensorML all information needed in assessing data quality of an observation.

We followed the CDC's recommendations for assessing data quality in public health surveillance systems [ 11].

New methodologies for assessing data quality include Multi-Omics Data Matcher (MODMatcher) [ 108].

Therefore, PCA is used primarily as a first step in statistical modeling to assess data quality, detect outliers and provide a preliminary visual assessment of the strength of group separation in the data.

A general overview over methods and indicators to assess data quality of OSM has been provided by Barron et al. [34] and Senaratne et al. [7].

The aim of this study was to demonstrate the feasibility of using linked health records to assess data quality in population health data.

Thus, a pipeline of analysis is described in the chapter that has been designed to minimize errors and assess data quality.

Descriptive statistics were used to assess data quality.