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Paperback or Softback. Zustand: New. Inference for Change Point and Post Change Means After a Cusum Test. Book.
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In den WarenkorbZustand: New. The main emphasis is on the inference problem for the change point and post-change parameters after a change has been detectedMore specifically, due to the convenient form and statistical properties, the author concentrates on the CUSUM procedure.
Verlag: Springer New York Jan 2005, 2005
ISBN 10: 0387229272 ISBN 13: 9780387229270
Sprache: Englisch
Anbieter: AHA-BUCH GmbH, Einbeck, Deutschland
Taschenbuch. Zustand: Neu. Neuware - The change-point problem has attracted many statistical researchers and practitioners during the last few decades. Here, we only concentrate on the sequential change-point problem. Starting from the Shewhart chart with app- cations to quality control [see Shewhart (1931)], several monitoring procedures have been developed for a quick detection of change. The three most studied monitoring procedures are the CUSUM procedure [Page (1954)], the EWMA procedure [Roberts (1959)] and the Shiryayev Roberts procedure [Shiryayev (1963) and Roberts (1966)]. Extensive studies have been conducted on the p- formancesofthesemonitoringproceduresandcomparisonsintermsofthedelay detection time. Lai (1995) made a review on the state of the art on these charts and proposed several possible generalizations in order to detect a change in the case of the unknown post-change parameter case. In particular, a wind- limited version of the generalized likelihood ratio testing procedure studied by Siegmund and Venkatraman (1993) is proposed for a more practical treatment even when the observations are correlated. In this work, our main emphasis is on the inference problem for the chan- point and the post-change parameters after a signal of change is made. More speci cally, due to its convenient form and statistical properties, most d- cussions are concentrated on the CUSUM procedure. Our goal is to provide some quantitative evaluations on the statistical properties of estimators for the change-point and the post-change parameters.
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Verlag: Springer-Verlag New York Inc., 2005
ISBN 10: 0387229272 ISBN 13: 9780387229270
Sprache: Englisch
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