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Quadratic semiparametric Von Mises calculus

We discuss a new method of estimation of parameters in semiparametric and nonparametric models. The method is based on U-statistics constructed from quadratic influence functions. The latter extend ordinary linear influence functions of the parameter of interest as defined in semiparametric theory,...

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Main Authors: Robins, James, Li, Lingling, Tchetgen, Eric, van der Vaart, Aad W.
Format: Artigo
Jezik:Inglês
Izdano: 2009
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC3475538/
https://ncbi.nlm.nih.gov/pubmed/23087487
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s00184-008-0214-3
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