Recently Published/Accepted Papers

• Chen, J. and Chen Z. (2011). ``Extended BIC for small-$n$-large-$P$ sparse GLM''. Statistica Sinica. Accepted.
• Chen, J. (2011). ``A Partial Order on Uncertainty and Information''. Journal of Theoretical Probability. Accepted. http://www.springerlink.com/content/n5831n104562x41n/
• Chen, J. and Li, P. (2011). ``Tuning the EM-test for the order of finite mixture models''. The Canadian Journal of Statistics. 39, 389-404
• Li, X., Chen, J., Wu, Y. and Tu, D. (2011). ``Constructing Nonparametric Likelihood Confidence Regions''. Statistica Sinica. 21, 1767-1783
• Carrillo, I.A., Chen, J. and Wu, C. B. (2011) ``Pseudo-GEE Approach to Analyzing Longitudinal Surveys under Imputation for Missing Responses''. Journal of Official Statistics. 27, 255-277.
• Khalili, A., Chen, J. and Lin, S. (2011). ``Feature Selection in Finite Mixture of Sparse Normal Linear Models in High Dimensional Feature Space''. Biostatistics. 12, 156-172.
• Carrillo, I.A., Chen, J. and Wu, C. B. (2010) ``The pseudo-GEE approach to the analysis of longitudinal surveys''. The Canadian Journal of Statistics. 38, 540-554.
• Chen, H., Chen, J. and Chen, S. (2010) ``Confidence Intervals for the Mean of a Population Containing Many Zero Values Under Unequal Probability Sampling''. The Canadian Journal of Statistics. 38, 582-597.
• Chen, J., van Eeden, C. and Zidek, J. (2010) ``Uncertainty and the Conditional Variance''. Probability and Statistics Letters. 80. 1764Ð1770 http://dx.doi.org/10.1016/j.spl.2010.07.021
• Li, P. and Chen, J. (2010) Testing the order of a finite mixture. the Journal of American Statistical Association. 105, 1084Ð1092
• Cadigan, N. G. and Chen, J. (2010). ``Simple kernel regression estimators with improved statistical properties''. Journal of Statistical Theory and Practice. 4, 1-25.
• Mulayath Variyath, A., Jiahua Chen and Bovas Abraham. (2010). ``Empirical Likelihood Based Variable Selection''. Journal of Statistical Planning and Inference. 140, 971-981
• Liu, Y. and Chen, J. (2010). ``Adjusted Empirical Likelihood with High-Order Precision''. Annals of Statistics, 38, 1341-1362.
• Hongtu Zhu, Haibo Zhou, Jiahua Chen, Yimei Li, Martin Styner (2009). Adjusted exponentially tilted likelihood with applications to brain morphology. Biometrics. 65, 919-927.
• Zehua Chen, Jiahua Chen (2009). ``Tournament Screening cum EBIC for Feature Selection with High Dimensional Feature Spaces''. Science in China, Series A: Mathematics. 52, 1327-1341.
• Jiahua Chen and Xianmin Tan (2009). Inference for Multivariate Normal Mixtures. Journal of Multivariate Analysis. 100, 1367-1383.
• Fu, Y., Chen, J., and Kalbfleisch, J.D. (2009). ``Modified likelihood ratio test for homoeneity in a two-sample problem''. Statistica Sinica. 19, 1603-1619.
• Li, P., Chen, J., and Marriot, P. (2009). ``Non-finite Fisher information and homogeneity: the EM approach''. Biometrika. 96, 411-426.
• Jiahua Chen and Pengfei Li. (2009). ``Hypothesis test for Normal Mixture Models: the EM Approach''. the Annals of Statistics. 37, 2523-2542.
• Jiahua Chen and Abbas Khalili. (2008). Order selection in finite mixture models. Journal of American Statistical Association. 103, 1674-1683.
• Pan, J. and Chen, J.(2008) ``U-statistic based modified information criterion for change point problems''. Communication in Statistics-Theory and Methods. 37, 2687-2712.
• Chen, J. and Chen, Z. (2008). Extended Bayesian information criterion for model selection with large model space. Biometrika. 95, 759-771.
  Technical supplementary file.
• Chen, J. and Qin, Y. (2008) Test of homogeneity for finite mixture models with Hardy-Weinberg proportions. Journal of Statistical Planning and Inferences. 138, 3774-3788.
• Chen, J., Li, P. and Fu, Y. (2008). Tests for homogeneity in a mixture of von Mises distributions in the presence of a structural parameter. the Canadian Journal of Statistics 36, 129-142.
• Chen, J., Tan, X. and Zhang, R. (2008). Consistency of penalized MLE for normal mixtures in mean and variance. Statistica Sinica. 18, 443-465.
• Chen, J., Mulayath, A. and Bovas, A. (2008). Adjusted empirical likelihood and its Properties. Journal of Computational and Graphical Statistics. 17, 426-443.
• Fu, Y., Chen, J., and Li, P. (2008). Modified likelihood ratio test for homogeneity in a mixture of von Mises distributions. Journal of Statistical Planning and Inferences, 138, 667-681.
• Khalili, A. and Chen, J. (2007). Variable selection in finite mixture of regression models. Journal of the American Statistical Association, 102, 1025-1038.
• Feng, Z., Chen, J., and Thompson, M. E. (2007). Asymptotic properties of the likelihood ratio test statistics with the possible triangle constraint in Affected-Sib-Pair analysis. The Canadian Journal of Statistics. 35, 351-364.
• Chen, J. and Rao. J.N.K. (2007). Asymptotic normality under two-phase sampling designs. Statistica Sinica. 17, 1047-1064.

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