Abstract
The present paper deals with a specific parameter estimation problem. Assuming a time series of 0-1-valued variables obtained by clipping a Gaussian AR(p) time series at unknown threshold h, an efficient method for estimating parameters is proposed. If the number of observations is sufficient, the model proves to be highly accurate. A set of simulations is provided as an illustration of theoretical results, supporting the quality of the estimation.
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