Empirical likelihood method for complete independence test on high dimensional data

Yongcheng Qi, Yingchao Zhou

Given a random sample of size $n$ from a $p$ dimensional random vector, where both $n$ and $p$ are large, we are interested in testing whether the $p$ components of the random vect…