ON SOME HYPOTHESIS TESTING PROBLEMS IN FUNCTIONAL DATA ANALYSIS

Please use this identifier to cite or link to this item: https://scholarbank.nus.edu.sg/handle/10635/121040

DC Field	Value
dc.title	ON SOME HYPOTHESIS TESTING PROBLEMS IN FUNCTIONAL DATA ANALYSIS
dc.contributor.author	LIANG XUEHUA
dc.date.accessioned	2015-09-23T18:19:26Z
dc.date.available	2015-09-23T18:19:26Z
dc.date.issued	2012-03-20
dc.identifier.citation	LIANG XUEHUA (2012-03-20). ON SOME HYPOTHESIS TESTING PROBLEMS IN FUNCTIONAL DATA ANALYSIS. ScholarBank@NUS Repository.
dc.identifier.uri	http://scholarbank.nus.edu.sg/handle/10635/121040
dc.description.abstract	In this thesis, we have proposed and studied some new testing procedures for one-way ANOVA, two-way ANOVA, and a two-sample Behrens-Fisher problem for functional data. The random expressions of the test statistics were derived and the asymptotic powers of the proposed tests are investigated. Simulation studies were conducted to compare the proposed tests with some existing testing procedures. The methodologies were illustrated using real data examples.
dc.language.iso	en
dc.subject	ANOVA model, functional data analysis
dc.type	Thesis
dc.contributor.department	STATISTICS & APPLIED PROBABILITY
dc.contributor.supervisor	ZHANG JIN-TING
dc.description.degree	Ph.D
dc.description.degreeconferred	DOCTOR OF PHILOSOPHY
dc.identifier.isiut	NOT_IN_WOS
Appears in Collections:	Ph.D Theses (Open)

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