Testing linear hypotheses in high-dimensional regressions

Z. Bai, D. Jiang, J. Yao +1

For a multivariate linear model, Wilk's likelihood ratio test (LRT) constitutes one of the cornerstone tools. However, the computation of its quantiles under the null or the altern…