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Estimation of parameters of the Makeham distribution using the least squares method

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  • Feng, Xinlong
  • He, Guoliang
  • Abdurishit,

Abstract

The Makeham distribution has been used to describe human mortality and establish actuarial tables. The hazard function is defined by μ(t)=A+BCt, we use the least squares type estimation to estimate the parameters of Makeham distribution in this paper. Seven cases are considered, when A, B, C are known or unknown, respectively. Also, we evaluated the mean square errors of these estimators.

Suggested Citation

  • Feng, Xinlong & He, Guoliang & Abdurishit,, 2008. "Estimation of parameters of the Makeham distribution using the least squares method," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 77(1), pages 34-44.
  • Handle: RePEc:eee:matcom:v:77:y:2008:i:1:p:34-44
    DOI: 10.1016/j.matcom.2007.01.009
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    References listed on IDEAS

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    1. Sithole, Terry Z. & Haberman, Steven & Verrall, Richard J., 2000. "An investigation into parametric models for mortality projections, with applications to immediate annuitants' and life office pensioners' data," Insurance: Mathematics and Economics, Elsevier, vol. 27(3), pages 285-312, December.
    2. Miklavčič, Damijan & Jarm, Tomaž & Karba, Rihard & Serša, Gregor, 1995. "Mathematical modelling of tumor growth in mice following electrotherapy and bleomycin treatment," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 39(5), pages 597-602.
    3. Asmussen, Soren & Moller, Jakob R., 2003. "Risk comparisons of premium rules: optimality and a life insurance study," Insurance: Mathematics and Economics, Elsevier, vol. 32(3), pages 331-344, July.
    4. Jong-Wuu Wu & Pia-Ling Li, 2004. "Optimal Estimation of the Parameters of the Gompertz Distribution Based on the Doubly Type II Censored Sample," Quality & Quantity: International Journal of Methodology, Springer, vol. 38(6), pages 753-769, December.
    5. Poschet, F. & Bernaerts, K. & Geeraerd, A.H. & Scheerlinck, N. & Nicolaı̈, B.M. & Van Impe, J.F., 2004. "Sensitivity analysis of microbial growth parameter distributions with respect to data quality and quantity by using Monte Carlo analysis," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 65(3), pages 231-243.
    6. Norberg, Ragnar, 1995. "Differential equations for moments of present values in life insurance," Insurance: Mathematics and Economics, Elsevier, vol. 17(2), pages 171-180, October.
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    Cited by:

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    2. Jodrá, P., 2009. "A closed-form expression for the quantile function of the Gompertz–Makeham distribution," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 79(10), pages 3069-3075.
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