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The Horvitz-Thompson Estimate and Basu’s Circus Revisited

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Bayesian Analysis in Statistics and Econometrics

Part of the book series: Lecture Notes in Statistics ((LNS,volume 75))

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Abstract

The asymptotic properties of the Horvitz-Thompson estimator in an unequal probability sampling situation are examined. A design free estimate is also studied. It is shown that the later estimator makes more sense than the Horvitz-Thompson estimator in the conditional frequentist framework.

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References

  • Basu, D. (1988). Statistical Information and Likelihood, A Collection of Critical Essays by Dr. D. Basu, edited by J. K. Ghosh, Lecture Notes in Statistics, 45, Springer-Verlag, New York.

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  • Cochran, William G. (1977) Sampling Techniques, 3rd. ed., Wiley, New York.

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© 1992 Springer-Verlag New York, Inc.

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Ghosh, J.K. (1992). The Horvitz-Thompson Estimate and Basu’s Circus Revisited. In: Goel, P.K., Iyengar, N.S. (eds) Bayesian Analysis in Statistics and Econometrics. Lecture Notes in Statistics, vol 75. Springer, New York, NY. https://doi.org/10.1007/978-1-4612-2944-5_14

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  • DOI: https://doi.org/10.1007/978-1-4612-2944-5_14

  • Publisher Name: Springer, New York, NY

  • Print ISBN: 978-0-387-97863-5

  • Online ISBN: 978-1-4612-2944-5

  • eBook Packages: Springer Book Archive

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