Communications for Statistical Applications and Methods

The Korean Statistical Society (한국통계학회)
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모형선택에서의 평활 적합도 검정

  • Published : 1998.12.01
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Abstract

본 연구의 목적은 평활 적합도 검정에 이용되는 모형선택 기법 중 AIC (Akaike information criteria) 기법과 BIC (Baysian information criteria) 기법을 사용한 검정통계량들에 대한 검정력을 비교 분석함에 있다. 또한 이 두 가지 기법을 이용한 새로운 검정 통계 량을 제시하고 기존의 검정 통계량들과 비교 분석하였다.

Keywords

References

  1. I.E.E.E. Transactions on Automation Control v.19 A new look at statistical model identification Akaike, H.
  2. The Annals of Statistics v.20 Testing goodness-of-fit in regression via Order Selection Criteria Eubank, R.L.;Hart, J.D.
  3. Biometrika v.80 Commonality of Cusum, von Neumann and smoothing-based goodness-of-fit tests Eubank, R.L.;Hart, J.D.
  4. Annals of Statistics v.20 Asymptotic comparison of Cramer-von Mises and nonparametric function estimation techniques for testing goodness-or-fit Eubank, R.;LaRiccia, V. N.
  5. Nonparamtric Smoothing and Lack-of Fit Tests Hart, J.D.
  6. Ph.D. dissertation, Texas A&M University Test for change in a mean function when data are dependent Kim, J.H.
  7. The Korean Communications in Statistics v.2 Goodness of fit test based on smoothing parameter section criteria Kim, J.T.
  8. Journal of American Statistical Association Testing goodness-of-fit via order section criteria Kim, J.T.
  9. Journal of American Statistical Association v.89 Data-driven version of Neyman's smooth test of fit Ledwina, T.
  10. Ph.D. dissertation, Texas A&M University A statistical wavelet approach to model selection and data driven Neyman smooth tests Lee, G.H.
  11. The Korean Communications in Statistics Testing Goodness-of-Fit for No Effect Models Lee, S.H.;Kim, J.T.;Moon, G.A.
  12. The Annals of Statistics v.12 Bandwidth choice for nonparametric kernel regression Rice, J.
  13. The Annals of Statistics v.6 Estimating the dimension of model Schwarz, G.