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Articles

MLE with datasets from populations having shared parameters

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Pages 213-222 | Received 04 Aug 2022, Accepted 01 Feb 2023, Published online: 04 Mar 2023

References

  • Efron, B., & Tibshirani, R. J. (1993). An introduction to the bootstrap. New York: Chapman and Halll/CRC.
  • Kim, H. J., Wang, Z., & Kim, J. K (2021). Survey data integration for regression analysis using model calibration. arXiv 2107.06448.
  • Lohr, S. L., & Raghunathan, T. E. (2017). Combining survey data with other data sources. Statistical Science, 32(2), 293–312. https://doi.org/10.1214/16-STS584
  • Merkouris, T. (2004). Combining independent regression estimators from multiple surveys. Journal of the American Statistical Association, 99(468), 1131–1139. https://doi.org/10.1198/016214504000000601
  • Rao, J. N. K. (2021). On making valid inferences by integrating data from surveys and other sources. Sankhya B, 83(1), 242–272. https://doi.org/10.1007/s13571-020-00227-w
  • Shao, J. (2003). Mathematical statistics. 2nd ed. Springer.
  • Yang, S., & Kim, J. K. (2020). Statistical data integration in survey sampling: A review. Japanese Journal of Statistics and Data Science, 3(2), 625–650. https://doi.org/10.1007/s42081-020-00093-w
  • Zhang, Y., Ouyang, Z., & Zhao, H. (2017). A statistical framework for data integration through graphical models with application to cancer genomics. The Annals of Applied Statistics, 11(1), 161–184. https://doi.org/10.1214/16-AOAS998
  • Zieschang, K. D. (1990). Sample weighting methods and estimation of totals in the consumer expenditure survey. Journal of the American Statistical Association, 85(412), 986–1001. https://doi.org/10.1080/01621459.1990.10474969