Oyegoke, Odunayo AdiatAdekeye, Kayode SamuelOlaomi, John OlutunjiMalela-Majika, Jean-Claude2025-01-272025-03Oyegoke, O.A., Adekeye, K.S., Olaomi, J.O. et al. 2025, 'Hotelling T2 control chart based on minimum vector variance for monitoring high-dimensional correlated multivariate process', Quality and Reliability Engineering International, vol. 41, no. 2, pp. 765-783, doi : 10.1002/qre.3687.0748-8017 (print)1099-1638 (online)10.1002/qre.3687http://hdl.handle.net/2263/100320DATA AVAILABILITY STATEMENT : The data that supports the findings of this study are available in the supplementary material of this article.Please read abstract in the article.en© 2024 John Wiley & Sons Ltd. This is the pre-peer reviewed version of the following article: 'Hotelling T2 control chart based on minimum vector variance for monitoring high-dimensional correlated multivariate process', Quality and Reliability Engineering International, vol. 41, no. 2, pp. 765-783, doi : 10.1002/qre.3687. The definite version is available at http://wileyonlinelibrary.com/journal/qre.Correlated multivariate processCovariance matrixHigh-dimensional dataHotelling T2 control chartMinimum vector varianceRegularized methodsPostprint Article