A less sensitive linear detector for the change point based on kernel smoothing method

A less sensitive linear detector for the change point based on kernel smoothing method

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Article ID: iaor19961852
Country: Germany
Volume: 43
Issue: 1
Start Page Number: 43
End Page Number: 55
Publication Date: Jan 1996
Journal: Metrika
Authors:
Abstract:

In this paper, a new detecting procedure for the change point in the mean is proposed based on a linear kernel smoother. It uses a discontinuous kernel function and has a relative hgih constant efficiency in an interval of shift value and thus is less sensitive than the simple CUSUM, EWMA, FMA and Shiryayev-Roberts procedures. It also generalizes the FMA procedure.

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