Please use this identifier to cite or link to this item: http://scholarbank.nus.edu.sg/handle/10635/121040
Title: ON SOME HYPOTHESIS TESTING PROBLEMS IN FUNCTIONAL DATA ANALYSIS
Authors: LIANG XUEHUA
Keywords: ANOVA model, functional data analysis
Issue Date: 20-Mar-2012
Source: LIANG XUEHUA (2012-03-20). ON SOME HYPOTHESIS TESTING PROBLEMS IN FUNCTIONAL DATA ANALYSIS. ScholarBank@NUS Repository.
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.
URI: http://scholarbank.nus.edu.sg/handle/10635/121040
Appears in Collections:Ph.D Theses (Open)

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