A nonparametric method to generate synthetic populations to adjust for complex sampling design features.

@article{Dong2014ANM,
  title={A nonparametric method to generate synthetic populations to adjust for complex sampling design features.},
  author={Qi Dong and Michael R. Elliott and Trivellore E. Raghunathan},
  journal={Survey methodology},
  year={2014},
  volume={40 1},
  pages={
          29-46
        }
}
Outside of the survey sampling literature, samples are often assumed to be generated by a simple random sampling process that produces independent and identically distributed (IID) samples. Many statistical methods are developed largely in this IID world. Application of these methods to data from complex sample surveys without making allowance for the survey design features can lead to erroneous inferences. Hence, much time and effort have been devoted to develop the statistical methods to… CONTINUE READING
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