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The estimation of multivariate random coefficient autoregressive models
Authors:D. F. Nicholls  B. G. Quinn
Affiliation:Australian National University, Canberra, Australia
Abstract:Using a two stage regression procedure estimates of the unknown parameters of a class of multivariate random coefficient autoregressive models are obtained. The estimates are shown, under fairly general conditions, to be strongly consistent and to have a distribution which converges to that of a normally distributed random vector.
Keywords:random coefficient   multiple autoregression   strict stationarity   ergodic   martingale
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