“…consuming two auxiliary information in stratified two-phase sampling, a new, more accurate calibration estimator was presented [ 31 ]. recommended a family of estimators for predicting population mean from auxiliary proportions in single- and two-stage samples [ 32 ]. discussed a two-phase sampling method that uses a generalized methodology to estimate a finite population mean was suggested [ 33 ].…”