Welcome
What are you trying to do?
Something I need to watch regularly in engineering, manufacturing and quality.
Your path
Create the study
One study holds the whole series.
Chart it before you judge it
A control chart separates ordinary variation from a real change. Most month-to-month movement is noise, and acting on it makes a process less stable rather than more.
Set up a monitor
A saved analysis with a cadence. It re-runs and reports what moved, without claiming the movement is significant - two consecutive estimates are not independent samples.
Read the series, not the last point
Twelve points tell you what one never can.
What people in your field ask
Chart the process - establish stability - then and only then measure capability - test changes against it.
- Is my process stable?control chart
- Can it meet the specification?process capability
- Which machine, shift or operator differs?one way anova
- Two settings at once, and do they interact?factorial anova
- How long until failure?kaplan meier
Watch for: Drawing control limits from the specification. That chart cannot show the process drifting inside tolerance, which is the reason to draw it.
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