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| Title: | ON SOME HYPOTHESIS TESTING PROBLEMS IN FUNCTIONAL DATA ANALYSIS | Authors: | LIANG XUEHUA | Keywords: | ANOVA model, functional data analysis | Issue Date: | 20-Mar-2012 | Citation: | 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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| liangxuehua.pdf | 967.87 kB | Adobe PDF | OPEN | None | View/Download |
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