  This paper proposes and analyzes a new weak Galerkin method for the
eigenvalue problem by using the shifted-inverse power technique. A high order
lower bound can be obtained at a relatively low cost via the proposed method.
The error estimates for both eigenvalue and eigenfunction are provided and
asymptotic lower bounds are shown as well under some conditions. Numerical
examples are presented to validate the theoretical analysis.
