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This article proposes a first-order autoregressive model with Gumbel extreme value marginal distribution to analyze the time-series data. As the innovation distribution of the model does not admit a closed-form expression, the problem of estimation becomes complicated. In this article, we propose the method of conditional least squares, quasi maximum likelihood, and maximum likelihood for estimating...
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