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Tests for regression coefficients in high dimensional partially linear models
We propose a U-statistics test for regression coefficients in high dimensional partially linear models. In addition, the proposed method is extended to test part of the coefficients. Asymptotic distributions of the test statistics are established. Simulation studies demonstrate satisfactory finite-s...
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| Publicado en: | Stat Probab Lett |
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| Autores principales: | , , , |
| Formato: | Artigo |
| Lenguaje: | Inglês |
| Publicado: |
2020
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| Materias: | |
| Acceso en línea: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7236654/ https://ncbi.nlm.nih.gov/pubmed/32431467 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.spl.2020.108772 |
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