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Standard Bayesian inference is known to be sensitive to model misspecification, leading to unreliable uncertainty quantification and poor predictive performance.
1908
Earlier work this paper cites.
1910
Earlier work this paper cites.
[author] Guttman, IrwinI. (1967). The Use of the Concept of a Future Observation in Goodness-Of-Fit Problems. Journal of the Royal Statistical Society: Series B (Statistical Methodology) 29 83–100
1967
Earlier work this paper cites.
[author] Jeffrey, Richard CR. C. (1968). Probable Knowledge. In The Problem of Inductive Logic (ImreI. Lakatos, ed.) 166–180. North-Holland, Amsterdam
1968
Earlier work this paper cites.
[author] Box, G E PG. E. P. (1979). Robustness in the Strategy of Scientific Model Building. In Robustness in Statistics 201–236. Elsevier
1979
Earlier work this paper cites.
[author] Efron, B.B. (1979). Bootstrap Methods: Another Look at the Jackknife. The Annals of Statistics 7 1–26
1979
Earlier work this paper cites.
[author] Box, George E PG. E. P. (1980). Sampling and Bayes’ Inference in Scientific Modelling and Robustness. Journal of the Royal Statistical Society. Series A (General) 143 383–430
1980
Earlier work this paper cites.
[author] Rubin, Donald BD. B. (1981). The Bayesian Bootstrap. The Annals of Statistics 9 130–134
1981
Earlier work this paper cites.
[author] Diaconis, PP. and Zabell, Sandy LS. L. (1982). Updating subjective probability. Journal of the American Statistical Association 77 822–830
1982
Earlier work this paper cites.
[author] White, HalbertH. (1982). Maximum Likelihood Estimation of Misspecified Models. Econometrica: Journal of the Econometric Society 50 1–25
1982
Earlier work this paper cites.
[author] Rubin, Donald BD. B. (1984). Bayesianly justifiable and relevant frequency calculations for the applied statistician. The Annals of Statistics 12 1151–1172
1984
Earlier work this paper cites.
[author] Künsch, Hans RH. R. (1989). The jackknife and the bootstrap for general stationary observations. The Annals of Statistics 17 1217–1241
1989
Earlier work this paper cites.
[author] Cox, D RD. R. (1990). Role of Models in Statistical Analysis. Statistical Science 5 169–174
1990
Earlier work this paper cites.
[author] Jeffrey, Richard CR. C. (1990). The Logic of Decision, 2nd ed. University of Chicago Press
1990
Earlier work this paper cites.
[author] Lehmann, E LE. L. (1990). Model specification: the views of Fisher and Neyman, and later developments. Statistical Science 5 160–168
1990
Earlier work this paper cites.
[author] Newton, Michael AM. A. and Raftery, Adrian EA. E. (1994). Approximate Bayesian Inference with the Weighted Likelihood Bootstrap. Journal of the Royal Statistical Society. Series B (Methodological) 56 3–46
1994
Earlier work this paper cites.
[author] Breiman, LeoL. (1996). Bagging Predictors. Machine Learning 24 123–140
1996
Earlier work this paper cites.
[author] Gelman, AndrewA., Meng, Xiao-LiX.-L. and Stern, HallH. (1996). Posterior predictive assessment of model fitness via realized discrepancies. Statistica Sinica 6 733–807
1996
Earlier work this paper cites.
[author] van der Vaart, A WA. W. and Wellner, Jon AJ. A. (1996). Weak Convergence and Empirical Processes. With Applications to Statistics. Springer, New York
1996
Earlier work this paper cites.
[author] Peligrad, MagdaM. (1998). On the blockwise bootstrap for empirical processes for stationary sequences. The Annals of Probability 26 877–901
1998
Cited alongside, same era.
[author] van der Vaart, A WA. W. (1998). Asymptotic Statistics. University of Cambridge
1998
Cited alongside, same era.
[author] Bernardo, José MJ. M. and Smith, A F MA. F. M. (2000). Bayesian Theory. Wiley, New York
2000
Cited alongside, same era.
[author] Walker, Stephen GS. G. and Hjort, Nils LidN. L. (2001). On Bayesian consistency. Journal of the Royal Statistical Society: Series B (Statistical Methodology) 63 811–821
2001
Cited alongside, same era.
[author] Kallenberg, OlavO. (2002). Foundations of Modern Probability, 2nd ed. Springer, New York, NY
2002
Cited alongside, same era.
[author] Zhou, Qian MQ. M., Song, Peter X KP. X. K. and Thompson, Mary EM. E. (2012). Information Ratio Test for Model Misspecification in Quasi-Likelihood Inference. Journal of the American Statistical Association 107 205–213
2012
Later among the works it cites.
[author] Antoniano-Villalobos, IsadoraI. and Walker, Stephen GS. G. (2013). Bayesian Nonparametric Inference for the Power Likelihood. Journal of Computational and Graphical Statistics 22 801–813
2013
Later among the works it cites.
[author] Gelman, AndrewA., Carlin, JohnJ., Stern, HalH., Dunson, David BD. B., Vehtari, AkiA. and Rubin, Donald BD. B. (2013). Bayesian Data Analysis, Third ed. Chapman and Hall/CRC
2013
Later among the works it cites.
[author] Müller, Ulrich KU. K. (2013). Risk of Bayesian Inference in Misspecified Models, and the Sandwich Covariance Matrix. Econometrica: Journal of the Econometric Society 81 1805–1849
2013
Later among the works it cites.
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[author] Waddell, Peter JP. J., Kishino, HirohisaH. and Ota, RissaR. (2002). Very fast algorithms for evaluating the stability of ML and Bayesian phylogenetic trees from sequence data. Genome informatics. International Conference on Genome Informatics 13 82–92
2002
Cited alongside, same era.
[author] Chamberlain, GaryG. and Imbens, GuidoG. (2003). Nonparametric applications of Bayesian inference. Journal of Business Economic Statistics 21 12–18
2003
Cited alongside, same era.
[author] Douady, C JC. J., Delsuc, FF., Boucher, YY., Doolittle, W FW. F. and Douzery, E J PE. J. P. (2003). Comparison of Bayesian and Maximum Likelihood Bootstrap Measures of Phylogenetic Reliability. Molecular Biology and Evolution 20 248–254
2003
Cited alongside, same era.
[author] Royall, RichardR. and Tsou, Tsung-ShanT.-S. (2003). Interpreting statistical evidence by using imperfect models: robust adjusted likelihood functions. Journal of the Royal Statistical Society: Series B (Statistical Methodology) 65 391–404
2003
Cited alongside, same era.
[author] Presnell, BB. and Boos, Dennis DD. D. (2004). The IOS Test for Model Misspecification. Journal of the American Statistical Association 99 216–227
2004
Cited alongside, same era.
[author] Browne, William JW. J. and Draper, DavidD. (2006). A comparison of Bayesian and likelihood-based methods for fitting multilevel models. Bayesian Analysis 1 473–514
2006
Cited alongside, same era.
2007
Cited alongside, same era.
[author] Blei, D. M.D. M. (2014). Build, Compute, Critique, Repeat: Data Analysis with Latent Variable Models. Annual Review of Statistics and Its Application 1 203–232
2014
Later among the works it cites.
[author] Bühlmann, PeterP. (2014). Discussion of Big Bayes Stories and BayesBag. Statistical Science 29 91–94
2014
Later among the works it cites.
[author] Bissiri, Pier GiovanniP. G., Holmes, Chris CC. C. and Walker, Stephen GS. G. (2016). A general framework for updating belief distributions. Journal of the Royal Statistical Society: Series B (Statistical Methodology) 78 1103–1130
2016
Later among the works it cites.
[author] Grünwald, Peter DP. D. and van Ommen, ThijsT. (2017). Inconsistency of Bayesian Inference for Misspecified Linear Models, and a Proposal for Repairing It. Bayesian Analysis 12 1069–1103
2017
Later among the works it cites.
[author] Holmes, Christopher CC. C. and Walker, Stephen GS. G. (2017). Assigning a value to a power likelihood in a general Bayesian model. Biometrika 104 497–503
2017
Later among the works it cites.
[author] Piironen, JuhoJ. and Vehtari, AkiA. (2017). Sparsity information and regularization in the horseshoe and other shrinkage priors. Electronic Journal of Statistics 11 5018–5051
2017
Later among the works it cites.
[author] Syring, NN. and Martin, RyanR. (2017). Gibbs posterior inference on the minimum clinically important difference. Journal of Statistical Planning and Inference 187 67–77
2017
Later among the works it cites.
[author] Giordano, RyanR., Broderick, T.T. and Jordan, M IM. I. (2018). Covariances, Robustness, and Variational Bayes. Journal of Machine Learning Research 19 1–49
2018
Later among the works it cites.
Lyddon, S. P
2018
Later among the works it cites.
[author] Miller, Jeffrey WJ. W. and Dunson, David BD. B. (2018). Robust Bayesian Inference via Coarsening. Journal of the American Statistical Association 114 1113–1125
2018
Later among the works it cites.
[author] Bhattacharya, AnirbanA., Pati, DebdeepD. and Yang, YunY. (2019). Bayesian fractional posteriors. The Annals of Statistics 47 39–66
2019
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[author] Lyddon, S PS. P., Holmes, Chris CC. C. and Walker, S GS. G. (2019). General Bayesian updating and the loss-likelihood bootstrap. Biometrika 106 465–478
2019
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[author] Syring, NN., Hong, LL. and Martin, RyanR. (2019). Gibbs posterior inference on value-at-risk. Scandavian Actuarial Journal 2019 548–557
2019
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[author] Syring, NicholasN. and Martin, RyanR. (2019). Calibrating general posterior credible regions. Biometrika 106 479–486
2019
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