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Subject(s): Dissertations, Academic -- Kulliyyah of Engineering -- IIUM Summary: An optimal intelligent technique to estimate Time Varying Autoregressive (TVAR) model coefficients is proposed in this thesis. Conventionally, three methods may be used to estimate the TVAR coefficients which are Direct Method (DM), Adaptive Methods (AM) and Basis