Wywiał J.L. Sampling Designs Dependent on Sample Parameters of Auxiliary Variables

Springer, 2015. — 78 p.The book offers a valuable resource for students and statisticians whose work involves survey sampling. An estimation of the population parameters in finite and fixed populations assisted by auxiliary variables is considered. New sampling designs dependent on moments or quantiles of auxiliary variables are presented on the background of the classical methods. Accuracies of the estimators based on original sampling design are compared with classical estimation procedures. Specific conditional sampling designs are applied to problems of small area estimation as well as to estimation of quantiles of variables under study.Introduction and Basic Sampling Strategies.
Sampling Designs Dependent on Sample Moments of Auxiliary Variables.
Sampling Designs Based on Order Statistics of Auxiliary Variable.
Simulation Analysis of the Efficiency of the Strategies.