Assessing data quality and the variability of source data verification auditing methods in clinical research settings.
Lauren HoustonYasmine C. ProbstAllison MartinPublished in: J. Biomed. Informatics (2018)
Keyphrases
- data quality
- statistical methods
- data reduction
- data mining techniques
- data sets
- data analysis
- quality management
- data transformation
- noisy data
- data cleaning
- multiple sources
- cell suppression
- data cleansing
- database
- data collection
- information loss
- databases
- high dimensional data
- quality assessment
- training data
- privacy guarantees
- data processing