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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...
Shranjeno v:
| izdano v: | Stat Probab Lett |
|---|---|
| Main Authors: | , , , |
| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
2020
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| Teme: | |
| Online dostop: | 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 |
| Oznake: |
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