A BAYESIAN APPROACH TO EFFECT ESTIMATION ACCOUNTING FOR ADJUSTMENT UNCERTAINTY
暂无分享,去创建一个
Ciprian M. Crainiceanu | Giovanni Parmigiani | Francesca Dominici | G. Parmigiani | F. Dominici | C. Crainiceanu | Chi Wang | Chi Wang
[1] Ciprian M. Crainiceanu,et al. Adjustment uncertainty in effect estimation , 2008 .
[2] F. Dominici,et al. Trends in Air Pollution and Mortality: An Approach to the Assessment of Unmeasured Confounding , 2007, Epidemiology.
[3] F. Dominici,et al. Fine particulate air pollution and hospital admission for cardiovascular and respiratory diseases. , 2006, JAMA.
[4] T. Louis,et al. Model choice in time series studies of air pollution and mortality , 2006 .
[5] Adrian E. Raftery,et al. Bayesian model averaging: development of an improved multi-class, gene selection and classification tool for microarray data , 2005, Bioinform..
[6] T. Hastie,et al. Improved Semiparametric Time Series Models of Air Pollution and Mortality , 2004 .
[7] Thomas A. Louis,et al. Model Choice in Multi-City Time Series Studies of Air Pollution and Mortality , 2004 .
[8] J. Berger,et al. Optimal predictive model selection , 2004, math/0406464.
[9] Edward I. George,et al. Bayesian Treed Models , 2002, Machine Learning.
[10] Merlise A. Clyde,et al. Model uncertainty and health effect studies for particulate matter , 2000 .
[11] Adrian E. Raftery,et al. Bayesian model averaging: a tutorial (with comments by M. Clyde, David Draper and E. I. George, and a rejoinder by the authors , 1999 .
[12] L. Wasserman,et al. Computing Bayes Factors by Combining Simulation and Asymptotic Approximations , 1997 .
[13] D. Madigan,et al. Bayesian Model Averaging for Linear Regression Models , 1997 .
[14] J. York,et al. Bayesian Graphical Models for Discrete Data , 1995 .
[15] Adrian F. M. Smith,et al. Sampling-Based Approaches to Calculating Marginal Densities , 1990 .
[16] Donald Geman,et al. Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images , 1984, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[17] G. Schwarz. Estimating the Dimension of a Model , 1978 .
[18] H. Akaike. Maximum likelihood identification of Gaussian autoregressive moving average models , 1973 .
[19] Gary Koop,et al. Measuring the health effects of air pollution: to what extent can we really say that people are dying from bad air? , 2004 .
[20] A. Raftery. Bayesian Model Selection in Social Research , 1995 .