Monitoring the data quality of data streams using a two-step control scheme
Monitoring the data quality of data streams using a two-step control scheme is a scholarly work, published in 2019 in ''IISE Transactions''. The main subjects of the publication include reliability engineering, quality, data mining, data quality, multicollinearity, statistics, process, metrology, control chart, statistical process control, correlation, Mahalanobis distance, EWMA control chart, statistic, and computer science. The authors use indicator variables to measure the six dimensions of data quality and a glitch index to indicate the poor level of quality.