Approximate predictive densities and their applications in generalized linear models
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- Meyer M.C. & Laud P.W., 2002. "Predictive Variable Selection in Generalized Linear Models," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 859-871, September.
- Han C. & Carlin B. P., 2001. "Markov Chain Monte Carlo Methods for Computing Bayes Factors: A Comparative Review," Journal of the American Statistical Association, American Statistical Association, vol. 96, pages 1122-1132, September.
- M.‐H. Chen & J. G. Ibrahim & C. Yiannoutsos, 1999. "Prior elicitation, variable selection and Bayesian computation for logistic regression models," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 61(1), pages 223-242.
- Boone, Edward L. & Ye, Keying & Smith, Eric P., 2005. "Assessment of two approximation methods for computing posterior model probabilities," Computational Statistics & Data Analysis, Elsevier, vol. 48(2), pages 221-234, February.
- Zellner, A., 1988. "Optimal Information-Processing And Bayes' Theorem," Papers m8803, Southern California - Department of Economics.
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Keywords
Laplace approximation GLM Normal prior Power prior Conjugate prior Asymptotic normality Logistic regression;Statistics
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