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Estimating function with asymptotic bias and its estimator

  • Estimation
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Abstract

We introduce the estimating function with asymptotic bias and investigate the asymptotic behavior of the estimator based on it by using their relationship. The estimator based on the estimating function with asymptotic bias has the asymptotic normality with asymptotic bias. We show that this theory has several interesting applications in practical statistics.

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References

  • Cramér, H. (1946).Mathematical Methods of Statistics, Princeton University Press, Princeton.

    Google Scholar 

  • Hoerl, A. E. and Kennard, R. W. (1970). Ridge regression: Biased estimation for non-orthogonal problems,Technometrics,12, 55–67.

    Google Scholar 

  • Huber, P. J. (1967). The behavior of maximum likelihood estimators under nonstandard conditions,Proc. Fifth Berkelay Symp. on Math. Statist. Prob., Vol. 1, 221–233, Univ. of California Press, Berkley.

    Google Scholar 

  • Inagaki, N. (1973). Asymptotic relations between the likelihood estimating function and the maximum likelihood estimator,Ann. Inst. Statist. Math.,25, 1–26.

    Google Scholar 

  • Loève, M. (1978).Probability Theory, I, II, 4th. ed., Springer, New York.

    Google Scholar 

  • Serfling, R. J. (1980).Approximation Theorems of Mathematical Statistics, Wiley, New York.

    Google Scholar 

  • Takagi, Y. and Inagaki, N. (1991). Asymptotic biased estimating function and its applications, Research Reports on Statistics No. 31, Osaka University.

  • Wilks, S. (1962).Mathematical Statistics, Wiley, New York.

    Google Scholar 

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Takagi, Y., Inagaki, N. Estimating function with asymptotic bias and its estimator. Ann Inst Stat Math 45, 499–510 (1993). https://doi.org/10.1007/BF00773351

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  • DOI: https://doi.org/10.1007/BF00773351

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