We recommend that the Chief Financial Officer for the Department, for programs that require them, design and implement improper payment and unknown payment sampling and estimation plans that are appropriate for the sampling of payments based on accurate sampling populations and result in reliable estimates. The improper payment and unknown payment sampling and estimation plans should also include language stating why sampling populations in Stage 1 may not match sampling population in Stage 2 and explain the statistical impact on the estimates.