Editor's special invited paper: On the efficient score vector in sequential monitoring. Issue 4 (2nd October 2017)

• Record Type: Journal Article
• Authors: Gombay, Edit
• Is Part Of: Sequential analysis. Volume 36:Issue 4(2017)
• Page Start: 435
• Page End: 466
• Publication Date: 2017-10-02
• Subjects: Asymptotic distribution -- efficient score statistic -- likelihood ratio -- Rao's statistic -- sequential analysis -- surveillance -- Wald's statistics; 62L10 -- 92C50; Sequential analysis -- Periodicals; 519.54
• DOI: 10.1080/07474946.2017.1394728
• Languages: English
• ISSNs: 0747-4946

Abstract

ABSTRACT: The use of the efficient score statistic in sequential monitoring procedures is reviewed and analysed. Various models that arise in applications are considered. The efficient score vector has the same optimality property as the generalized likelihood ratio, but it has a simple-structure requiring fewer estimations, and this is especially important when the data have a complicated structure. Furthermore, with the efficient score vector it is possible to detect which component of the parameter vector is different from the hypothetical or the historical value. The problems we solve here were the subjects of separate publications, but with the new methodology they are easily calculated examples.