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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국자료분석학회 Journal of The Korean Data Analysis Society Journal of The Korean Data Analysis Society 제10권 제6호
- 발행연도
- 2008.1
- 수록면
- 3,067 - 3,076 (10page)
이용수
초록· 키워드
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For the mixed effects nonlinear Bernoulli regression, an estimating procedure of the success probability is introduced, which is based on the penalized negative log-likelihood including random effects term. The proposed procedure provides the estimates of the success probability of the response variables, where the canonical parameter is es expressed as the sum of the nonlinear function of input vectors and the random effects. The generalized cross validation function is introduced to choose optimal hyper-parameters in the procedure. Numerical studies are performed through the simulated data set and the real data set to indicate the performance of the proposed estimating procedure.
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참고문헌 (14)
참고문헌 신청
Craven, P. / 1979 / Smoothing Noisy Data with Spline Functions: Estimating the Correct Degree of Smoothing by the Method of Generalized Cross-Validatio / Numerical Mathematic
Gu, C. / 2005 / Generalized Nonparametric Mixed-Effect Models: Computation and Smoothing Parameter Selection / Journal of Computational and Graphical Statistics 14 (2) : 485
Hedeker, D / 2006 / Longitudinal Data Analysis / John Wiley& Sons.
Kim, D / 2007 / Semiparametric median regression with censored data / The Korean communications in Statistics 9 (5) : 2127 ~ 2134
Kimeldorf, G. S. / 1971 / Some Results on Tchebycheffian Spline Functions / Journal of Mathematical Analysis and its Applications (33) : 82 ~ 95
Gu, C. / 2005 / Generalized Nonparametric Mixed-Effect Models: Computation and Smoothing Parameter Selection / Journal of Computational and Graphical Statistics 14 (2) : 485
Hedeker, D / 2006 / Longitudinal Data Analysis / John Wiley& Sons.
Kim, D / 2007 / Semiparametric median regression with censored data / The Korean communications in Statistics 9 (5) : 2127 ~ 2134
Kimeldorf, G. S. / 1971 / Some Results on Tchebycheffian Spline Functions / Journal of Mathematical Analysis and its Applications (33) : 82 ~ 95
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