Titlebook: Research Papers in Statistical Inference for Time Series and Related Models; Essays in Honor of M Yan Liu,Junichi Hirukawa,Yoshihide Kakiza

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https://doi.org/10.1007/978-981-99-0803-5Time Series Analysis; Statistical Inference; Asymptotic Theory; Estimation Theory; Statistical Hypothesi

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Parameter Estimation of Standard AR(1) and MA(1) Models Driven by a Non-I.I.D. Noise,e intervals in parameter estimation. We consider AR(1) and MA(1) models and motivate the need for correction of standard errors when these are generated by a non-i.i.d. noise. The impact of the noise on the standard errors and confidence intervals is illustrated with Monte Carlo simulations using various types of noise.

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