A model-based sample selection procedure for one-stage sampling

The problem of sample selection, when a one-stage superpopulation model-based approach is used to predict individual variate values for each unit in a finite population based on a sample of only some of the units, is investigated. The model framework is discussed and a sample selection scheme based on the model is derived. The sample selection scheme is evaluated using actual data. Future research topics including multiple predictions per unit are suggested.