Wang, Siyang; Cui, Hengjian - In: Journal of Multivariate Analysis 137 (2015) C, pp. 187-203
It is well known that the F-test breaks down completely when the dimension of covariates exceeds the sample size. This paper proposes a new test for part of regression coefficients in high dimensional linear models. Under the high dimensional null hypothesis and various scenarios of the...