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Extreme value theory for individuals control charts: a semiparametric approach to ensuring in-control performance

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This study introduces a semiparametric method for designing individuals control charts in Phase I statistical process monitoring, aimed at ensuring guaranteed in-control performance. Motivated by the limitations of parametric and nonparametric methods under sm... ...