Abstract
It is well known that the conventional p control chart constructed by the normal approximation for the binomial distribution suffers a serious inaccuracy in the monitor process when the true rate of nonconforming items is small. A similar problem also arises in the binomial confidence interval estimation. Adjusted confidence intervals are established in the literature to improve the coverage probability when the binomial proportion is small. In this paper, a new p control chart based on an adjusted confidence interval is established, which can substantially improve the existing control charts when the nonconforming rate is small.
| Original language | English |
|---|---|
| Pages (from-to) | 4210-4220 |
| Number of pages | 11 |
| Journal | Computational Statistics and Data Analysis |
| Volume | 53 |
| Issue number | 12 |
| DOIs | |
| State | Published - 1 Oct 2009 |