Wordt geladen...

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...

Volledige beschrijving

Bewaard in:
Bibliografische gegevens
Gepubliceerd in:Stat Probab Lett
Hoofdauteurs: Liu, Yan, Zhang, Sanguo, Ma, Shuangge, Zhang, Qingzhao
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2020
Onderwerpen:
Online toegang: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
Tags: Voeg label toe
Geen labels, Wees de eerste die dit record labelt!