engleski

Asymptotic distributions of least square estimations in a regression model with singular errors

We study some problems of the parameter inference which are in connection with wide sense stationary long memory processes. Here we present the asymptotic behaviour of the corelation matrix and the limit distributions of the LSE for the regression coefficients in some types of linear models with singular Gaussian and non-Gaussian errors.

least squares; asymptotic distributions; regression

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