Testing the structural stability of temporally dependent functional observations and application to climate projections

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Testing the structural stability of temporally dependent functional observations and application to climate projectionsT1

Abstract: We develop a self-normalization (SN) based test to test the structural stability of temporally dependent functional observations. Testing for a change point in the mean of functional data has been studied in Berkes, Gabrys, Horváth and Kokoszka [4], but their test was developed under the independence assumption. In many applications, functional observations are expected to be dependen...

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ژورنال

عنوان ژورنال: Electronic Journal of Statistics

سال: 2011

ISSN: 1935-7524

DOI: 10.1214/11-ejs655