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HIGHER ORDER ESTIMATING EQUATIONS FOR HIGH-DIMENSIONAL MODELS
We introduce a new method of estimation of parameters in semi-parametric and nonparametric models. The method is based on estimating equations that are U-statistics in the observations. The U-statistics are based on higher order influence functions that extend ordinary linear influence functions of...
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| Publicado no: | Ann Stat |
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| Main Authors: | , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2017
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6453538/ https://ncbi.nlm.nih.gov/pubmed/30971851 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/16-AOS1515 |
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