High Dimensional Process Monitoring Using Robust Sparse Probabilistic Principal Component Analysis

Mohammad Nabhan, Yajun Mei, Jianjun Shi

High dimensional data has introduced challenges that are difficult to address when attempting to implement classical approaches of statistical process control. This has made it a t…