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Two Stage Small Area Estimation

이단계 소지역추정

Lee, Sang-Eun;Shin, Key-Il
이상은;신기일

  • Received : 2011.12.30
  • Accepted : 2012.03.06
  • Published : 2012.04.30

Abstract

When Binomial data are obtained, logit and logit mixed models are commonly used for small area estimation. Those models are known to have good statistical properties through the use of unit level information; however, data should be obtained as area level in order to use area level information such as spatial correlation or auto-correlation. In this research, we suggested a new small area estimator obtained through the combination of unit level information with area level information.

Keywords

Unit level data;area level data;logit regression model;logit mixed model;spatial estimator

References

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Cited by

  1. Small Area Estimation via Nonparametric Mixed Effects Model vol.25, pp.3, 2012, https://doi.org/10.5351/KJAS.2012.25.3.457

Acknowledgement

Supported by : 한국연구재단