High Order Adjusted Block-wise Empirical Likelihood For Weakly Dependent Data

Guangxing Wang, Wolfgang Polonik

It is well known that the empirical likelihood ratio confidence region suffers finite sample under-coverage issue, and this severely hampers its application in statistical inferenc…