Methods and formulas for the Analysis of Mean Standard Deviations (ANOMS) chart in Evaluate Measurement Process (EMP Crossed)

The analysis produces the Analysis Of Mean Standard Deviations (ANOMS) chart when operators measure each part 9 or more times. The chart has a reference line at the average standard deviation across all parts measured by each operator. The chart includes decision limits that test for differences in test-retest error among operators.

Plotted points

The point for each operator is the weighted average standard deviation across all parts that each operator measures.

where

Centerline

For balanced data, the centerline is at the average of for the j operators. The following formula expresses this average for balanced or unbalanced data.

where

Decision limits

Upper Decision Limit (UDL)
Lower Decision Limit (LDL)

where is the value of the centerline on the chart.

Notation

TermDescription
nijthe number of measurements on part i by operator j
yijkthe kth measurement on part i by operator j
the average of the measurements on part i by operator j
The critical value from the chi-square distribution with vj degrees of freedom