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On classes of estimators of the variance function of a linear estimator

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Summary

The variance function of a linear estimator can be expressed into a quadratic form. The present paper presents classes of estimators of this quadratic form along the lines implicitly suggested byHorvitz andThompson [1952] while formulating the classes of linear estimators. Accordingly it is noted that there exist nine principal classes of estimators out of which one principal class is examined in detail. Furthermore to illustrate the theory an example is considered where the expression for a unique estimator variance of the best estimator in theT 1 class is derived.

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References

  • Godambe, V. P.: A unified theory of sampling from finite populations. J. Roy. Statist. Soc. Ser. B. 17, 268–278, 1955.

    MathSciNet  Google Scholar 

  • Horvitz, D. G. andD. J. Thompson: A generalization of sampling without replacement from a finite universe. J. Amer. Statist. Assoc., 47, 663–685, 1952.

    Article  MATH  MathSciNet  Google Scholar 

  • Koop, J. C.: Contributions to the general theory of sampling finite populations without replacement and with unequal probabilities. Inst. Statist. North Carolina Univ. Memio., Ser. 296, 1957.

  • —— On the axioms of sample formation and their bearing on the construction of linear estimators in sampling theory for finite universes. Metrika, 7, 81–114, and 165–204, 1963.

    Article  MATH  MathSciNet  Google Scholar 

  • Midzuno, H.: On the sampling system with probability proportionate to sum of sizes. Ann. Inst. Statist. Math. Tokyo 3, 99–107, 1952.

    Article  MATH  MathSciNet  Google Scholar 

  • Prabhu Ajgaonkar, S. G.: Some aspects of successive sampling. An unpublished Ph. D. thesis submitted to Karnatak University, 1962.

  • —— On a class of linear estimators in sampling with varying probabilities without replacement from a finite population. J. Amer. Stat. Ass.60, 637–642, 1965.

    Article  MathSciNet  Google Scholar 

  • -- A note on Horvitz’s and Thompson’sT 3 class of linear estimators. Metrika 11, 1967.

  • —— On Horvitz and Thompson’sT 1 class of linear estimators for Midzuno’s (Ikeda’s generalised) sampling procedure. Statistica Neerlandica,21, 31–38, 1967.

    Article  MATH  MathSciNet  Google Scholar 

  • —— Unbiased estimators of the variance of the Narain, Horvitz and Thompson estimator. Sankhyã, Series A,29, 55–60, 1967.

    MathSciNet  Google Scholar 

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Prabhu Ajgaonkar, S.G. On classes of estimators of the variance function of a linear estimator. Metrika 18, 15–20 (1972). https://doi.org/10.1007/BF02614232

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