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    政大機構典藏 > 商學院 > 統計學系 > 會議論文 >  Item 140.119/78912
    Please use this identifier to cite or link to this item: http://nccur.lib.nccu.edu.tw/handle/140.119/78912

    Title: On the Hotelling T2 control chart for the vector autoregressive process
    Authors: Cheng, Tsung-Chi;Hsieh, P.-H.;Yang, Su-Fen
    Contributors: 統計系
    Keywords: Auto regressive process;Control charts;Correlated observations;Hotelling's T;Hotelling's T2 statistic;Model parameters;Monte Carlo approach;Multivariate monitoring;Phase I;Phase II;Sample sizes;Statistical quality control;Vector autoregressive model;Flowcharting;Sampling;Value engineering;Process control
    Date: 2011-09
    Issue Date: 2015-10-08 17:51:04 (UTC+8)
    Abstract: A vector autoregressive (VAR) model has become a popular multivariate monitoring technique for serially correlated observations often observed in practice. In this article, we examine, via a Monte Carlo approach, the effect of a shift in the model parameter and the sample size in both Phase I and Phase II schemes on control chart statistics, namely, different versions of Hotelling's T2 when a VAR model is employed. The effects are reported and specific T 2 statistics under various sample sizes is recommended. © 2011 IEEE.
    Relation: 2011 IEEE International Conference on Quality and Reliability, ICQR 2011, 論文編號 6031725, 278-282
    Data Type: conference
    DOI 連結: http://dx.doi.org/10.1109/ICQR.2011.6031725
    DOI: 10.1109/ICQR.2011.6031725
    Appears in Collections:[統計學系] 會議論文

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