A new approach to estimate variable contributions to Hotelling's statistic

► Novel method to estimate variable contributions to an inflated T2-statistic value. ► The distance between the observation and its nearest in-control neighbor is used. ► The strategy works in the original measurement's space. ► Identification ambiguities are reduced using only one statistic.