If you're looking for a brief explanation of Shewhart control charts, watch this tutorial by @CatTruxillo. She gives an overview and then shows you how to construct basic Shewhart control charts in SAS.
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ANOVA, or Analysis Of Variance, is used to compare the averages or means of two or more populations to better understand how they differ. Watch this tutorial for more.