Bayesian variable selection for the Cox regression model with missing covariates
暂无分享,去创建一个
[1] Dean Phillips Foster,et al. Calibration and empirical Bayes variable selection , 2000 .
[2] Roderick J. A. Little,et al. Statistical Analysis with Missing Data: Little/Statistical Analysis with Missing Data , 2002 .
[3] Joseph G. Ibrahim,et al. A conditional model for incomplete covariates in parametric regression models , 1996 .
[4] C. McCulloch,et al. Generalized Linear Mixed Models , 2005 .
[5] P. Dellaportas,et al. Bayesian variable and link determination for generalised linear models , 2003 .
[6] J. Ibrahim,et al. Prior elicitation, variable selection and Bayesian computation for logistic regression models , 1999 .
[7] G. Schwarz. Estimating the Dimension of a Model , 1978 .
[8] Joseph G. Ibrahim,et al. Missing covariates in generalized linear models when the missing data mechanism is non‐ignorable , 1999 .
[9] Bradley P. Carlin,et al. Bayesian measures of model complexity and fit , 2002 .
[10] Joseph G. Ibrahim,et al. Prior elicitation for model selection and estimation in generalized linear mixed models , 2003 .
[11] C. Robert,et al. Deviance information criteria for missing data models , 2006 .
[12] S. MacEachern,et al. Bayesian variable selection for proportional hazards models , 1999 .
[13] J. Ibrahim,et al. Conjugate priors for generalized linear models , 2003 .
[14] A. Raftery. Approximate Bayes factors and accounting for model uncertainty in generalised linear models , 1996 .
[15] D. Rubin. INFERENCE AND MISSING DATA , 1975 .
[16] K. Chaloner,et al. Bayesian analysis in statistics and econometrics : essays in honor of Arnold Zellner , 1996 .
[17] Edward I. George,et al. Two Approaches to Bayesian Model Selection with Applications , 1996 .
[18] S. Lipsitz,et al. Missing-Data Methods for Generalized Linear Models , 2005 .
[19] E. George. The Variable Selection Problem , 2000 .
[20] Xiao-Li Meng,et al. POSTERIOR PREDICTIVE ASSESSMENT OF MODEL FITNESS VIA REALIZED DISCREPANCIES , 1996 .
[21] J. Ibrahim,et al. Power prior distributions for regression models , 2000 .
[22] Dani Gamerman,et al. Bayesian dynamic models for survival data with a cure fraction , 2007, Lifetime data analysis.
[23] H. Akaike,et al. Information Theory and an Extension of the Maximum Likelihood Principle , 1973 .
[24] T. Fearn,et al. Bayes model averaging with selection of regressors , 2002 .
[25] Hong Chang,et al. Bayesian Approach for Nonlinear Random Effects Models , 1997 .
[26] H. Chipman,et al. Bayesian CART Model Search , 1998 .
[27] Joseph G. Ibrahim,et al. BAYESIAN VARIABLE SELECTION FOR TIME SERIES COUNT DATA , 2000 .
[28] Joseph G. Ibrahim,et al. Bayesian Survival Analysis , 2004 .
[29] Bradley P. Carlin,et al. Markov Chain Monte Carlo conver-gence diagnostics: a comparative review , 1996 .
[30] T. Hanson. Inference for Mixtures of Finite Polya Tree Models , 2006 .
[31] P. Dellaportas,et al. Markov chain Monte Carlo model determination for hierarchical and graphical log-linear models , 1999 .
[32] Alan E. Gelfand,et al. Model choice: A minimum posterior predictive loss approach , 1998, AISTATS.
[33] Joseph G. Ibrahim,et al. Criterion-based methods for Bayesian model assessment , 2001 .
[34] D. Rubin,et al. Statistical Analysis with Missing Data. , 1989 .
[35] T. Fearn,et al. Multivariate Bayesian variable selection and prediction , 1998 .
[36] Joseph G Ibrahim,et al. Bayesian Variable Selection and Computation for Generalized Linear Models with Conjugate Priors. , 2008, Bayesian analysis.
[37] D. Madigan,et al. Bayesian Model Averaging for Linear Regression Models , 1997 .
[38] S. Geisser,et al. A Predictive Approach to Model Selection , 1979 .
[39] Purushottam W. Laud,et al. Predictive Model Selection , 1995 .
[40] E. George,et al. APPROACHES FOR BAYESIAN VARIABLE SELECTION , 1997 .
[41] R. Kohn,et al. Nonparametric regression using Bayesian variable selection , 1996 .
[42] D. Dey,et al. Bayesian criterion based model assessment for categorical data , 2004 .
[43] A. Gelfand,et al. Bayesian Model Choice: Asymptotics and Exact Calculations , 1994 .
[44] E. George,et al. Journal of the American Statistical Association is currently published by American Statistical Association. , 2007 .
[45] Purushottam W. Laud,et al. A Predictive Approach to the Analysis of Designed Experiments , 1994 .
[46] W. Gilks,et al. Adaptive Rejection Sampling for Gibbs Sampling , 1992 .
[47] Joseph G Ibrahim,et al. Bayesian Analysis for Generalized Linear Models with Nonignorably Missing Covariates , 2005, Biometrics.