The aim of this thesis is to derive the limiting distributions of the residual and the squared residual autocorrelation functions of the nonstationary autoregressive moving-average model, respectively. The results are used to construct two portmanteau statistics for testing the adequacy of the fitted model. Simulation results show that the tests have reasonable empirical sizes and powers in the finite samples.
| Date of Award | 2003 |
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| Original language | English |
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| Awarding Institution | - The Hong Kong University of Science and Technology
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Portmanteau testing for nonstationary autoregressive moving-average models
Chong, C. Y. (Author). 2003
Student thesis: Master's thesis