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Assumptions of normality and independence are the key assumptions required in the development and use of control charts. The assumption of independence is hard to justify in many experimental data. The control charts for sample mean and sample standard deviation are obtained in this article when the observations are obtained over a grid on a two-dimensional surface. It is assumed that the observations...
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