Optimized Design of a Distribution‐Free EWMA Scheme for Individual and Subgroup of Observations and Its Application in Semiconductor Manufacturing
This paper addresses the critical challenge of monitoring process location and scale parameters when the underlying distribution is unknown and the magnitude of potential shifts is unspecified. We propose a new Distribution‐Free Double Smoothing Exponentially Weighted Moving Average (DDSE) scheme, which incorporates...