Communications for Statistical Applications and Methods

  • 제4권1호
  • /
  • Pages.33-39
  • /
  • 1997
  • /
  • 2287-7843(pISSN)
  • /
  • 2383-4757(eISSN)
한국통계학회 (The Korean Statistical Society)
권호 표지

Mixed Model with Time Effect for Analyzing Geographic Variability in Mortality Rates

  • Yong Chul Kim (Department of Computer Science and Statistics, Yongin University, Yongin, Kyunggido, 449-714, Korea)
  • 발행 : 1997.04.01
PDF 다운로드
⟨ 이전 논문 다음 논문 ⟩

초록

Tsutakawa(1988) proposed a mixed model for using empirical Bayes method to study the geographic variability in mortality rates of a disease. In particular cases of the analysis in mortality rate, we need to consider the effect of time. If observed data are collected annually for the time period, then time effect will be emphasized. Here, an extended model for estimating the geographic effect and the mortality rates of the disease with time effect is proposed.

키워드

참고문헌

  1. Journal of Chronic Diseases v.28 Indirect Standardization and Multiplicative Models for Rates, With Reference to the Age Adjustment of Cancer Incidence and Relative Frequency Data Bresolw, N.E.;Day, N.E.
  2. Biometrics v.42 The Natural Variability of Vital Rates and Associated Statistics Brillinger, D.R.
  3. Journal of the Royal Statistical Society (Ser. A) v.141 The Analysis of Heterogeneity for Indirect Standardized Mortality Rates Gail, M.
  4. Biometrika v.65 Empirical Bayes Methods for Two-Way Contingency Tables Laird, N.
  5. Journal of the Royal Statistical Society (Ser. B) v.37 Bayesian Estimation Methods for Two-Way Contingency Tables Leonard, T.
  6. Biometrics v.37 A Variance Components Approach to Categorical Data Models With Heterogeneous Mortality Rates in North Carolina Counties Manton, K.G.;Woodbury, M.A.;Stallard, E.
  7. Journal of the Society of Applied Mathematics v.11 An Algorithm for Least-Squares Estimation of Non-Linear Parameters Marquardt, D.W.
  8. Applied Statistics v.24 A Multiplicative Model for the Analysis of Vital Statistics Rates Osborne, J.
  9. Journal of the Royal Statistical Society (Ser. B) v.23 A Method of Maximum-likelihood Estimation Richards, F.S.G.
  10. Biometrics v.41 Estimation of Cancer Mortality Rates: A Bayesian Analysis of Small Frequencies Tsutakawa, R.K.
  11. Journal of American Statistical Association v.83 Mixed Model for Analyzing Geographic Variability in Mortality Rates Tsutakawa, R.K.