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    题名: EATME: An R package for EWMA control charts with adjustments of measurement error
    作者: 陳立榜;林政寬
    Chen, Li-Pang;Lin, Cheng-Kuan
    贡献者: 統計系
    日期: 2024-10
    上传时间: 2025-01-17 10:50:12 (UTC+8)
    摘要: In this paper, we introduce an R package EATME, which is known as Exponentially weighted moving average (EWMA) control chart with Adjustments To Measurement Error. The main purpose of this package is to correct for measurement error effects in continuous or binary random variables and develop the corrected control charts based on the EWMA statistic. In addition, the corrected control charts can detect out-of-control process accurately. The package contains a function to generate synthetic data and includes functions to determine the reasonable coefficient of control limit as well as estimate average run length. Moreover, for the visualization, we also provide the control charts to show the monitoring of in-control and out-of-control process. Finally, the functions in this package are clearly demonstrated, and numerical studies show the validity of the package.
    關聯: PLoS ONE, Vol.19, No.10, e0308828, pp.1-23
    数据类型: article
    DOI 連結: https://doi.org/10.1371/journal.pone.0308828
    DOI: 10.1371/journal.pone.0308828
    显示于类别:[統計學系] 期刊論文

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