Bayes Factors and BIC

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Kass, Robert E. and Adrian E. Raftery . 1995. “Bayes Factors.” Journal of the American Statistical Association 90:773-795.

Kass, Robert E. and Larry Wasserman . 1995. “A Reference Bayesian Test for Nested Hypotheses and Its Relationship to the Schwarz Criterion.” Journal of the American Statistical Association 90:928-934.

Lewis, Steven M. and Adrian E. Raftery . 1997. “Estimating Bayes Factors via Posterior Simulation With the Laplace-Metropolis Estimator.” Journal of the American Statistical Association 92:648-655.

Madigan, David , Jonathan Gavrin , and Adrian E. Raftery . 1995. “Enhancing the Predictive Performance of Bayesian Graphical Models.” Communications in Statistics—Theory and Methods 24:2271-2292.

Madigan, David and Adrian E. Raftery . 1994. “Model Selection and Accounting for Model Uncertainty in Graphical Models Using Occam's Window.” Journal of the American Statistical Association 89:1535-1546.

Raftery, Adrian E. 1986. “Choosing Models for Cross-Classifications.” American Sociological Review 51:145-146.

Raftery, Adrian E. 1988. “Approximate Bayes Factors for Generalized Linear Models.” Technical Report No. 121, Department of Statistics, University of Washington.

Raftery, Adrian E. 1993a. “Approximate Bayes Factors and Accounting for Model Uncertainty in Generalized Linear Models.” Technical Report No. 255, Department of Statistics, University of Washington. Available at http://www.stat.washington.edu/tech.reports/tr255.ps

Raftery, Adrian E. 1993b. “Bayesian Model Selection in Structural Equation Models.” Pp. 163-180 in Testing Structural Equation Models, edited by K. A. Bollen and J. S. Long . Newbury Park, CA: Sage.

Raftery, Adrian E. 1995. “Bayesian Model Selection in Social Research [with discussion].” Pp. 111-195 in Sociological Methodology 1995, edited by Peter V. Marsden . Cambridge, MA: Blackwell.

Raftery, Adrian E. 1996. “Approximate Bayes Factors and Accounting for Model Uncertainty in Generalized Linear Models.” Biometrika 83:251-266.

Raftery, Adrian E. , David Madigan , and Jennifer A. Hoeting . 1997. “Model Selection and Accounting for Model Uncertainty in Linear Regression Models.” Journal of the American Statistical Association 92:179-191.

Raftery, Adrian E. , David Madigan , and Chris T. Volinsky . 1995. “Accounting for Model Uncertainty in Survival Analysis Improves Predictive Performance [with discussion].” Pp. 323-349 in Bayesian Statistics 5, edited by J. M. Bernardo et al. Oxford: Oxford University Press.

Raftery, Adrian E. and Sylvia Richardson . 1996. “Model Selection for Generalized Linear Models via GLIB, With Application to Epidemiology.” Pp. 321-354 in Bayesian Biostatistics, edited by D. A. Berry and D. K. Stangl . New York: Dekker.

Viallefont, Valerie, Adrian E. Raftery, and Sylvia Richardson. 1998. “Bayesian Model Selection in Logistic Regression, and an Epidemiological Context.” Technical Report No. 343, Department of Statistics, University of Washington, Seattle.

Volinsky, Chris T. 1997. “Bayesian Model Averaging for Censored Survival Models.” Unpublished Ph.D. dissertation, Department of Statistics, University of Washington.

Weakliem, David L. 1999. “A Critique of the Bayesian Information Criterion for Model Selection.” Sociological Methods & Research 27:359-397.

Xie, Yu . 1992. “The Log-Multiplicative Layer Effect for Comparing Mobility Tables.” American Sociological Review 57:380-395.