期刊名称:Journal of Modern Applied Statistical Methods
出版年度:2011
卷号:10
期号:1
页码:27
出版社:Wayne State University
摘要:Parameter estimates used in control charting, the sample mean and variance, are based on maximum likelihood estimation (MLE). Unfortunately, MLEs are not robust to contaminated data and can lead to improper conclusions regarding parameter values. This article proposes a more robust estimation technique; the minimized integrated square error estimator (L2E).
关键词:Phase I control charting; SPC; L2E; MLE; parameter estimation