Empirical Likelihood Approach for Aligning Information from Multiple Surveys

Summary When two surveys carried out separately in the same population have common variables, it might be desirable to adjust each survey's weights so that they give equal estimates for the common variables. This problem has been studied extensively and has often been referred to as alignment or numerical consistency . We develop a design‐based empirical likelihood approach for alignment and estimation of complex parameters defined by estimating...