Correction: Posterior Consistency of Bayesian Quantile Regression Based on the Misspecified Asymmetric Laplace Density [Bayesian Analysis, 8, 2, (2013) 479-504] DOI: 10.1214/13-BA817;Posterior consistency of bayesian quantile regression based on the misspecied asymmetric laplace density

Bayesian Analysis

Volumn 8, Issue 2, 2013, Pages 479-504

  Sriram, Karthik ^a   Ramamoorthi, R V ^b   Ghosh, Pulak ^c  

^a INDIAN INSTITUTE OF MANAGEMENT   (India)

^b MICHIGAN STATE UNIVERSITY   (United States)

^c INDIAN INSTITUTE OF MANAGEMENT BANGALORE   (India)

Author keywords

Asymmetric laplace density; Bayesian quantile regression; Misspec ed models; Posterior consistency; Asymmetric Laplace; Bayesian; Correction; Quantile regression

Indexed keywords

EID: 84878606824     PISSN: 19360975     EISSN: 19316690     Source Type: Journal    
DOI: 10.1214/17-BA1067     Document Type: Erratum

References (15)

1. Amewou-Atisso, M., Ghosal, S., Ghosh, J. K., and Ramamoorthi, R. V. (2003). "Posterior consistency for semi-parametric regression problems." Bernoulli, 9(2): 291-312.
2. Berk, R. H. (1966). "Limiting behavior of posterior distributions when the model is incorrect." The Annals of Mathematical Statistics, 37(1): 51-58.
3. Bunke, O. and Milhaud, X. (1998). "Asymptotic behavior of Bayes estimates under possibly incorrect models." The Annals of Statistics, 26(2): 617-644
4. Ghosal, S. and van der Vaart, A. W. (2007). "Convergence rates of posterior distributions for noniid observations." The Annals of Statistics, 35(1): 192-223.
5. Hu, Y., Gramacy, R. B., and Lian, H. (2012). "Bayesian quantile regression for singleindex models." Statistics and Computing, 1-18
6. Kleijn, B. J. K. and van der Vaart, A. W. (2006). "Misspecification in infinitedimensional Bayesian statistics." The Annals of Statistics, 34(2): 837-877.
7. Kleijn, B. J. K. and van der Vaart, A. W. (2012). "The Bernstein-Von-Mises theorem under misspecification." Electronic Journal of Statistics, 6: 354-381.
8. Koenker, R. (2005). Quantile Regression (Econometric Society Monographs). Cambridge University Press.
9. Koenker, R. and Bassett Jr, G. (1978). "Regression quantiles." Econometrica, 46(1): 33-50.
10. Kozumi, H. and Kobayashi, G. (2011). "Gibbs sampling methods for Bayesian quantile regression." Journal of statistical computation and simulation, 81(11): 1565-1578.
11. Shalizi, C. R. (2009). "Dynamics of Bayesian updating with dependent data and misspecified models." Electronic Journal of Statistics, 3: 1039-1074.
12. Yu, K. and Moyeed, R. A. (2001). "Bayesian quantile regression." Statistics and Prob-ability Letters, 54(4): 437-447.
13. Yu, K., van Kerm, P., and Zhang, J. (2005). "Bayesian quantile regression: an application to the wage distribution in 1990s Britain." Sankhyā, 67(2): 359-377.
14. Yu, K. and Zhang, J. (2005). "A three-parameter asymmetric Laplace distribution and its extension." Communications in Statistics-Theory and Methods, 34: 1867-1879.
15. Yue, Y. R. and Rue, H. (2011). "Bayesian inference for additive mixed quantile regression models." Computational Statistics and Data Analysis, 55: 84-96.