An asymptotic confidence interval for the process capability index Cpm
Vasileios Alevizakos, Christos Koukouvinos
Abstract
Vasileios Alevizakos, Christos Koukouvinos
Abstract
The use of indices as an estimation tool of process capability is long-established among the statistical quality professionals. Numerous capability indices have been proposed in last few years. Cpm constitutes one of the most widely used capability indices and its estimation has attracted much interest. In this paper, we propose a new method for constructing an approximate confidence interval for the index Cpm. The proposed method is based on the asymptotic distribution of the index Cpm obtained by the Delta Method. Under some regularity conditions, the distribution of an estimator of the process capability index Cpm is asymptotically normal.
OpenAlex reports 7 citations for this work. Citation counts describe recorded attention and do not establish research quality.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
The use of indices as an estimation tool of process capability is long-established among the statistical quality professionals. Numerous capability indices have been proposed in last few years. Cpm constitutes one of the most widely used capability indices and its estimation has attracted much interest. In this paper, we propose a new method for constructing an approximate confidence interval for the index Cpm. The proposed method is based on the asymptotic distribution of the index Cpm obtained by the Delta Method. Under some regularity conditions, the distribution of an estimator of the process capability index Cpm is asymptotically normal.
Key concepts: Process capability index, Process capability, Estimator, Interval estimation, Mathematics, Index (typography), Statistics, Interval (graph theory)