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Our identification analysis suggests simple closed-form estimators of the component distributions and mixing proportions, as well as a specification test. We derive their asymptotic properties using results on tail empirical processes and we present a simulation study that documents their finite-sample performance.<\/jats:p>","DOI":"10.1017\/s0266466616000098","type":"journal-article","created":{"date-parts":[[2016,4,4]],"date-time":"2016-04-04T08:00:34Z","timestamp":1459756834000},"page":"610-635","source":"Crossref","is-referenced-by-count":8,"title":["INFERENCE ON TWO-COMPONENT MIXTURES UNDER TAIL 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