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A more powerful test identifying the change in mean of functional data
Buddhananda Banerjeea✉, Satyaki Mazumderb
- aDepartment of Mathematics, Indian Institute of Technology Kharagpur, Kharagpur, 721302, India
- bDepartment of Mathematics and Statistics, Indian Institute of Science Education and Research Kolkata, Mohanpur, 741246, India
- ✉Corresponding author
Annals of the Institute of Statistical MathematicsSpringer Science+Business Media2017-03-09 4 citations34 references
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Abstract
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TL;DRThis work introduces a dynamic estimator of covariance kernel for the independent and weakly dependent functional data in this context for the first time and proves that the proposed test statistics are asymptotically pivotal under the null hypothesis and consistent under the alternative. (Semantic Scholar)