STDEV () includes all the variation in the process is the an estimate of the variation within the subgroups. So with the you filter out the
Drift of the process in time
Tool wear
Drift due different operators
Drift due material batches
But it includes the short therm variation of the process.
Formula subgroup size is 1
If the data is not collected in subgroups the subgroup size is 1 this is the standard setting in Develve to calculate the for the Cp and Cpk.
Legend
n = n = observations in range 2 = 1.128 = STDEV within
Formula subgroup size > 1
Legend
= subgroup = sample in subgroup = STDEV within = with d = (subgroups x (subgroup size -1)+1)
How to use subgroups?
When subgroup size of 5 is selected behind the % Cp Cpk selection box, then row 1 to 5 is for subgroup 1 and row 6 to 10 is for subgroup 2 etc. Data file