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Publications by Jiahua Chen

2017

Chen J, Liu Y. Small Area Quantile Estimation. arXiv preprint arXiv:1705.10063. 2017;.
Zhu G, Chen J. Multi-parameter One-Sided Monitoring Test. Technometrics: arXiv preprint arXiv:1703.04799. 2017;.
Chen J. Consistency of the MLE under mixture models. Statistical Science. Institute of Mathematical Statistics; 2017;32:47–63.
Cai S, Chen J, Zidek JV. Hypothesis testing in the presence of multiple samples under density ratio models. Statistica Sinica. 2017;27:716–783.
Chen J. On finite mixture models. Statistical Theory and Related Fields. Taylor & Francis; 2017;1:15–27.

2016

Yu X, Chen J, Brant R. Sequential design for binary dose–response experiments. Journal of Statistical Planning and Inference. 2016;177:64–73.
Chen J, Li S, Tan X. Consistency of the penalized MLE for two-parameter gamma mixture models. Science China Mathematics. Science China Press; 2016;59:2301–2318.
Chen J, Li P, Liu Y, Zidek JV. Monitoring test under nonparametric random effects model. arXiv preprint arXiv:1610.05809. 2016;.
Yu X, Chen J, Brant R. Sequential design for binary dose–response experiments. Journal of Statistical Planning and Inference. North-Holland; 2016;177:64–73.
Chen J, Huang Y, Wang P. Composite likelihood under hidden Markov model. Statistica Sinica. 2016;26:1569–1586.
Chen J, Li P. Testing the Order of a Normal Mixture in Mean. Communications in Mathematics and Statistics. Springer Berlin Heidelberg; 2016;4:21–38.
Chen J. Consistency of the MLE under mixture models. arXiv preprint arXiv:1607.01251. 2016;.
Chen J, Li P. Testing the Order of a Normal Mixture in Mean. Communications in Mathematics and Statistics. 2016;4:21–38.
Chen J, Li P, Liu Y. Sample-size calculation for tests of homogeneity. Canadian Journal of Statistics. 2016;44:82–101.
Cai S, Chen J. Empirical Likelihood Inference Under Density Ratio Models Based on Type I Censored Samples: Hypothesis Testing and Quantile Estimation. In Advanced Statistical Methods in Data Science. Springer Singapore; 2016. pp. 123–151.
Khalili A, Chen J, Stephens DA. Regularization in Regime-Switching Gaussian Autoregressive Models. In Advanced Statistical Methods in Data Science. Springer Singapore; 2016. pp. 13–34.
Chen J, Li P, Liu Y, Zidek JV. Monitoring test under nonparametric random effects model. arXiv preprint arXiv:1610.05809. 2016;.
Chen J, Li S, Tan X. Consistency of the penalized MLE for two-parameter gamma mixture models. Science China Mathematics. 2016;59:2301–2318.
Chen J, Huang Y, Wang P. Composite likelihood under hidden Markov model. Statistica Sinica. C/O DR HC HO, INST STATISTICAL SCIENCE, ACADEMIA SINICA, TAIPEI 115, TAIWAN; 2016;26:1569–1586.

2015

Xu C, Chen J. A Thresholding Algorithm for Order Selection in Finite Mixture Models. Communications in Statistics-Simulation and Computation. Taylor & Francis; 2015;44:433–453.
Wang L, Chen J, Pu X. Resampling calibrated adjusted empirical likelihood. Canadian Journal of Statistics. 2015;43:42–59.
Li S, Chen J, Guo J, Jing B-Y, Tsang S-Y, Xue H. Likelihood Ratio Test for Multi-Sample Mixture Model and Its Application to Genetic Imprinting. Journal of the American Statistical Association. 2015;110:867–877.
Chen J. The joy of proofs in statistical research. Canadian Journal of Statistics. 2015;43:481–497.

2014

Xu C, Chen J. The Sparse MLE for Ultrahigh-Dimensional Feature Screening. Journal of the American Statistical Association. Taylor & Francis; 2014;109:1257–1269.
Li S, Chen J, Guo J, Jing B-Y, Tsang S-Y, Xue H. Likelihood Ratio Test for Multi-Sample Mixture Model and its Application to Genetic Imprinting. Journal of the American Statistical Association. Taylor & Francis; 2014;:00–00.
Liu Y, Chen J, Li T. Level-specific correction for nonparametric likelihoods. Journal of Nonparametric Statistics. Taylor & Francis; 2014;26:433–449.

2013

Cai S, Chen J, Zidek JV. Hypothesis testing in the presence of multiple samples under density ratio models. arXiv preprint arXiv:1309.4740. 2013;.
Zou W, Chen J. A Markov regime-switching model for crude-oil markets: Comparison of composite likelihood and full likelihood. Canadian Journal of Statistics. John Wiley & Sons, Inc.; 2013;41:353–367.
Chen J. A partial order on uncertainty and information. Journal of Theoretical Probability. Springer US; 2013;26:349–359.
Chen J, Li P. MixtureInf-package. Inference for Finite Mixture Models. 2013. p. 2.
Xu C, Chen J, Mantell H. Pseudo-likelihood-based Bayesian information criterion for variable selection in survey data. Survey Methodology. 2013;39:303–322.
Chen J, Huang Y. Finite-sample properties of the adjusted empirical likelihood. Journal of Nonparametric Statistics. Taylor & Francis; 2013;25:147–159.
Chen J, Liu Y. Quantile and quantile-function estimations under density ratio model. The Annals of Statistics. Institute of Mathematical Statistics; 2013;41:1669–1692.

2012

Chen J, Li P, Fu Y. Inference on the order of a normal mixture. Journal of the American Statistical Association. Taylor & Francis Group; 2012;107:1096–1105.
Chen J, Chen Z. Extended BIC for small-n-large-P sparse GLM. Statistica Sinica. 2012;22:555.
Chen H, Chen J, Chen S-Y. Confidence intervals for the mean of a population containing many zero values under unequal probability sampling 511: Y. Quality Control and Applied Statistics. 2012;57:77.
Shangari D, Chen J. Partial monotonicity of entropy measures. Statistics & Probability Letters. North-Holland; 2012;82:1935–1940.
Li P, Chen J. Testing the order of a finite mixture. Journal of the American Statistical Association. Taylor & Francis; 2012;.
Chen J, Liu Y. Adjusted empirical likelihood with high-order one-sided coverage precision. Statistics and its Interface. 2012;5:281–292.
Chen J, Khalili A. ORDER SELECTION IN FINITE MIXTURE MODELS. Journal of the American Statistical Association. 2012;103.

2011

Chen J. Advances in EM-test for Finite Mixture Models. International Workshop on Perspectives on High-dimensional Data Analysis. 2011;.
Carrillo IA, Chen J, Wu C. A pseudo-GEE approach to analyzing longitudinal surveys under imputation for missing responses. Journal of Official Statistics. 2011;27:255.
Chen J, Li P. The Limiting Distribution of the EM Test of the Order of a Finite Mixture. Mixtures: Estimation and Applications. John Wiley & Sons, Ltd; 2011;:55–75.
S Ahmed E, Song PXK, Zhu M, Alquier P, Beran R, Chen J, et al. International Workshop on Perspectives on High-dimensional Data Analysis. International Workshop on Perspectives on High-dimensional Data Analysis. 2011;.
Chen J, Li P. Tuning the EM-test for finite mixture models. Canadian Journal of Statistics. John Wiley & Sons, Inc.; 2011;39:389–404.
Khalili A, Chen J, Lin S. Feature selection in finite mixture of sparse normal linear models in high-dimensional feature space. Biostatistics. Oxford University Press; 2011;12:156–172.
Cadigan NG, Chen J. Kernel regression estimators for non parametric model calibration in survey sampling. Quality control and applied statistics. Executive Sciences Institute; 2011;56:59–60.
Li X, Chen J, Wu Y, Tu D. Constructing nonparametric likelihood confidence regions with high order precisions. Statistica Sinica. 2011;21:1767.

2010

Chen J, van Eeden C, Zidek J. Uncertainty and the conditional variance. Statistics & probability letters. North-Holland; 2010;80:1764–1770.
Liu Y, Chen J. Adjusted empirical likelihood with high-order precision. The Annals of Statistics. Institute of Mathematical Statistics; 2010;38:1341–1362.

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