Asymptotic theory of estimation of parameters in autoregressive models under general set-up of the roots |
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Authors: | A.K. Basu S. Sen Roy |
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Affiliation: | Department of Statistics , University of Calcutta , Calcutta |
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Abstract: | In this paper the asymptotic distribution of the least square estimator of the oarameters of a pth order autoreqressive process with stationary φ -mixing error variables having uniformly bounded fourth order moments has been considered. (That the error variables are also Gaussian has been assumed for the explosive case). A comoo-nent-wise break up of the process with respect to the roots has been made and the limiting distribution of each comoonent obtained by using the invariance principle of φ-mixing processes. The main aim of this paper is to reflect on the explosive case where a refinement of Anderson's technique (1959) has been made. |
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Keywords: | autoregressive process φ-mixing error sequence least-square estimator asymptotic Distribution |
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