Nalaganje...

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...

Popoln opis

Shranjeno v:
Bibliografske podrobnosti
izdano v:Stat Probab Lett
Main Authors: Liu, Yan, Zhang, Sanguo, Ma, Shuangge, Zhang, Qingzhao
Format: Artigo
Jezik:Inglês
Izdano: 2020
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: Označite
Brez oznak, prvi označite!