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Sequential estimation of exponential lacation parameter using an asymmetric loss function
Authors:Chattopadhay Saibal
Institution:Indian Institute of Management Calcutta , Joka, Diamond Harbour Road, Calcutta, 700027, India
Abstract:For a two-parameter negative exponential population with both parameters unknown, the bounded risk sequential estimation problem of the location parameter is considered under an asymmetric linex loss funmction. Asymptotic second-order expansion of the risk function is derived for a general class of stopping variables. Some examples are include involving purely scquential and accelerated sequential sampling methodologies. A Monte-Carlo study is carried out to support the asymptotic results and to compare the performance of the different sampling methodologies.
Keywords:negative exponential  linex loss function  stopping variable  purely sequential  accelerated sequentia  asymptotic secand-order expansion
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