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المؤلفAbbas, Zameer
المؤلفNazir, Hafiz Zafar
المؤلفAbbasi, Saddam Akber
المؤلفRiaz, Muhammad
المؤلفXiang, Dongdong
تاريخ الإتاحة2023-05-28T10:11:27Z
تاريخ النشر2023
اسم المنشورJournal of Statistical Computation and Simulation
المصدرScopus
معرّف المصادر الموحدhttp://dx.doi.org/10.1080/00949655.2022.2116747
معرّف المصادر الموحدhttp://hdl.handle.net/10576/43504
الملخصThis article intends to investigate new progressive mean (MEP) charts using a single auxiliary characteristic (AMEP) and two auxiliary characteristics (TAMEP) to trace small shifts in the process mean effectively. The effectiveness of the proposed TAMEP scheme is evaluated under the absence and presence of multicollinearity among the two auxiliary variables. The run-length profile of the proposed designs has been computed using statistical metrics: average run length (ARL). Numerical comparison study reveals that the proposed structures prove highly sensitive as compared to counterparts, particularly for the detection of small shifts. The estimation effect of the process parameters on the in-control characteristics of the proposed AMEP chart is also part of this study. An illustrative application related to the fiber tube manufacturing dataset is also provided in this study for the demonstration of the proposed designs. 2022 Informa UK Limited, trading as Taylor & Francis Group.
راعي المشروعThis paper is partly supported by National Key R&D Program of China [No. 2021YFA1000100; 2021YFA1000101; 2021YFA1000102], National Natural Science Foundation of China [No. 12071144; 71931004], National Science Foundation of Shanghai [No. 19ZR1414400] and Basic Research Project of Shanghai Science and Technology Commission [No. 22JC1400800]. The authors thank to the editor, the associate editor and referees for many constructive comments and suggestions, which greatly improved the quality of the article.
اللغةen
الناشرTaylor and Francis Ltd.
الموضوعAuxiliary characteristics
average run-length
control chart
mixed EWMA-PM
multicollinearity
العنوانOn designing efficient memory-type charts using multiple auxiliary-information
النوعArticle
الصفحات646-670
رقم العدد4
رقم المجلد93
dc.accessType Abstract Only


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