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arxiv: 1507.01548 · v1 · pith:BWV55ZENnew · submitted 2015-07-06 · 🧮 math.ST · stat.TH

Tail product-limit process for truncated data with application to extreme value index estimation

classification 🧮 math.ST stat.TH
keywords dataestimatorextremeindexprocessproduct-limittailvalue
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A weighted Gaussian approximation to tail product-limit process for Pareto-like distributions of randomly right-truncated data is provided and a new consistent and asymptotically normal estimator of the extreme value index is derived. A simulation study is carried out to evaluate the finite sample behavior of the proposed estimator.

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