Tests for regression coefficients in high dimensional partially linear models.

ABSTRACT: 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-sample performance.

SUBMITTER: Liu Y 

PROVIDER: S-EPMC7236654 | biostudies-literature | 2020 Aug

REPOSITORIES: biostudies-literature