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Kedem, B. (1980) Estimation of the Parameters in Stationary Autoregressive Processes after Hard Limiting. Journal of the American Statistical Association, 75, 146-153.
https://doi.org/10.1080/01621459.1980.10477445

has been cited by the following article:

• TITLE: The Table Auto-Regressive Moving-Average Model for (Categorical) Stationary Series: Mathematical Perspectives (Invertibility; Maximum Likelihood Estimation)

  AUTHORS: Chrysoula Dimitriou-Fakalou

  KEYWORDS: Asymptotic Normality, Consistency, Scores Efficiency, Strict Stationarity

  JOURNAL NAME: Open Journal of Statistics, Vol.12 No.3, June 29, 2022

  ABSTRACT: Once invertibility for a causal TARMA series is defined and accompanied by conditions on the probability parameters of the model, all focus concentrates on the maximum likelihood estimators. Under the coexistence of essential causality and invertibility, the estimators are shown to be convergent to the real values and asymptotically obedient to the Gaussian distribution: their variance matrix identifies with a classic result. Some real-like examples are simulated and simplification attempts include the derivation of the non-parametric chi-square test extension for stationary TAR series.