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Local Power of Kolmogorov’s and Omega-Squared Type Criteria in Autoregression

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Abstract

A stationary AR(p) model is considered. The autoregression parameters are unknown as well as the distribution of innovations. Based on the residuals from the parametric estimates, an analog of the empirical distribution function is defined and tests of Kolmogorov’s and ω2 type are constructed for testing hypotheses on the distribution of innovations. The asymptotic power of these tests under local alternatives is obtained.

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References

  1. M. V. Boldin, “Estimate of Perturbation Distribution in an Autoregression Scheme,” Teor. Veroyatn. i Primenen. 27 (4), 905 (1982).

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  2. T. V. Anderson, The Statistical Analysis of Time Series (J. Wiley and Sons Inc., N.Y., 1971).

    MATH  Google Scholar 

  3. P. Billingsley, Convergence of Probability Measures (J. Wiley and Sons Inc., N.Y., 1968).

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  4. L. V. Chibisov, “To the Study of Asymptotic Power of Goodness-of-Fit Tests,” Teor. Veroyatn. i Primenen. 10 (3), 460 (1965).

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  5. M. V. Boldin and M. N. Petriev, “On the Empirical Distribution Function of Residuals in Autoregression with Outliers and Pearson’s Chi-Square Type Tests,” Math. Methods Statist. 27 (4), 1 (2018).

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Correspondence to M. V. Boldin.

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Russian Text © The Author(s), 2019, published in Vestnik Moskovskogo Universiteta, Matematika. Mekhanika, 2019, Vol. 74, No. 6, pp. 58–61.

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Boldin, M.V. Local Power of Kolmogorov’s and Omega-Squared Type Criteria in Autoregression. Moscow Univ. Math. Bull. 74, 249–252 (2019). https://doi.org/10.3103/S002713221906007X

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  • DOI: https://doi.org/10.3103/S002713221906007X

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