If I had to do it, I'd use SAS/QC. Have a look at the sample graphics and the user's guide. I don't have a SAS/QC license, but I was able to help someone with PROC SHEWHART in this forum just using the online documentation.
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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.