Fetching the paper…
Reading the bibliography…
The standard approach to Bayesian inference is based on the assumption that the distribution of the data belongs to the chosen model class.
Probability
Breiman, L · 1968
Earlier work this paper cites.
Partial likelihood
Cox, D. R · 1975
Earlier work this paper cites.
Likelihood based inference using signed ranks for matched pairs
Pettitt, A · 1983
Earlier work this paper cites.
Consistent and robust Bayes procedures for location based on partial information
Doksum, K. A. and Lo, A. Y · 1990
Earlier work this paper cites.
Entropy and Information Theory
Gray, R. M · 1990
Earlier work this paper cites.
Density estimation with confidence sets exemplified by superclusters and voids in the galaxies
Roeder, K · 1990
Earlier work this paper cites.
Markov chain Monte Carlo maximum likelihood
Geyer, C. J · 1991
Earlier work this paper cites.
A new index of fit based on mixture methods for the analysis of contingency tables
Rudas, T., Clogg, C. C., and Lindsay, B. G · 1994
Earlier work this paper cites.
Reversible jump Markov chain Monte Carlo computation and Bayesian model determination
Green, P. J · 1995
Earlier work this paper cites.
Fractional Bayes factors for model comparison
O’Hagan, A · 1995
Earlier work this paper cites.
Inferring coalescence times from DNA sequence data
Tavaré, S., Balding, D. J., Griffiths, R. C., and Donnelly, P · 1997
Earlier work this paper cites.
Model choice in generalised linear models: A Bayesian approach via Kullback–Leibler projections
Goutis, C. and Robert, C. P · 1998
Earlier work this paper cites.
Statistical applications of the multivariate skew-normal distribution
Azzalini, A. and Capitanio, A · 1999
Earlier work this paper cites.
Power prior distributions for regression models
Ibrahim, J. G. and Chen, M.-H · 2000
Cited alongside, same era.
On Bayesian consistency
Walker, S. and Hjort, N. L · 2001
Cited alongside, same era.
Approximate Bayesian computation in population genetics
Beaumont, M. A., Zhang, W., and Balding, D. J · 2002
Cited alongside, same era.
Real Analysis and Probability
Dudley, R. M · 2002
Cited alongside, same era.
Some methodological aspects of validation of models in nonparametric regression
Dette, H. and Munk, A · 2003
Cited alongside, same era.
Markov chain Monte Carlo without likelihoods
Marjoram, P., Molitor, J., Plagnol, V., and Tavaré, S · 2003
Cited alongside, same era.
Gibbs posterior for variable selection in high-dimensional classification and data mining
Jiang, W. and Tanner, M. A · 2008
Later among the works it cites.
The Collaborative Perinatal Project: a 50-year retrospective
Klebanoff, M. A · 2009
Later among the works it cites.
Model assessment tools for a model false world
Lindsay, B. and Liu, J · 2009
Later among the works it cites.
Building and using semiparametric tolerance regions for parametric multinomial models
Liu, J. and Lindsay, B. G · 2009
Later among the works it cites.
Safe Learning: bridging the gap between Bayes, MDL and statistical learning theory via empirical convexity
Grünwald, P · 2011
Later among the works it cites.
The safe Bayesian: learning the learning rate via the mixability gap
Grünwald, P · 2012
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Drinkwater, M. J., Parker, Q. A., Proust, D., Slezak, E., and Quintana, H · 2004
Cited alongside, same era.
Robust Statistics
Huber, P. J · 2004
Cited alongside, same era.
Approximate Bayesian inference for quantiles
Dunson, D. B. and Taylor, J. A · 2005
Cited alongside, same era.
Elements of Information Theory
Cover, T. M. and Thomas, J. A · 2006
Cited alongside, same era.
A kernel method for the two-sample-problem
Gretton, A., Borgwardt, K. M., Rasch, M., Schölkopf, B., and Smola, A. J · 2006
Cited alongside, same era.
Extending the rank likelihood for semiparametric copula estimation
Hoff, P. D · 2007
Cited alongside, same era.
Later among the works it cites.
Bayesian nonparametric inference for the power likelihood
Antoniano-Villalobos, I. and Walker, S. G · 2013
Later among the works it cites.
A general framework for updating belief distributions
Bissiri, P. G., Holmes, C. C., and Walker, S. G · 2013
Later among the works it cites.
Approximate Bayesian computation (ABC) gives exact results under the assumption of model error
Wilkinson, R. D · 2013
Later among the works it cites.
Inconsistency of Bayesian inference for misspecified linear models, and a proposal for repairing it
Grünwald, P. and van Ommen, T · 2014
Later among the works it cites.
Bayesian model robustness via disparities
Hooker, G. and Vidyashankar, A. N · 2014
Later among the works it cites.
General inequalities for Gibbs posterior with nonadditive empirical risk
Li, C., Jiang, W., and Tanner, M. A · 2014
Later among the works it cites.
Univariate Bayesian nonparametric mixture modeling with unimodal kernels
Rodríguez, C. E. and Walker, S. G · 2014
Later among the works it cites.