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Temporally Local Maximum Likelihood with Application to SIS Model

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The parametric estimators applied by rolling are commonly used for the analysis of time series with nonlinear patterns, including time varying parameters and local trends. This paper examines the properties of rolling estimators in the class of temporally loca... ...