Our Department

Department Alumni Fest 2016

Subscribe to email list

Please select the email list(s) to which you wish to subscribe.

User menu

Publications by Jiahua Chen

2022

He M, Chen J. Consistency of the MLE under two-parameter mixture models with a structural scale parameter. Advances in Data Analysis and Classification [Internet]. 2022; 16: 125-154. URL: http://doi.org/10.1007/s11634-021-00472-5
Chen J, Liu Y, Taylor CG, Zidek JV. Permutation tests under a rotating sampling plan with clustered data. Ann. Appl. Statist. 2022; 16: 936-958. DOI: 10.1214/21-AOAS1526
Zhang AGong, Chen Jand. Density ratio model with data-adaptive basis function. Journal of Multivariate Analysis. 2022; 191.
Zhang Q, Chen J. Distributed learning of finite Gaussian mixtures. Journal of Machine Learning Research [Internet]. 2022; 23: 1-40. URL: \urlhttp://jmlr.org/papers/v23/21-0093.html

2021

Zhang AGong, Chen J. Empirical likelihood ratio test on quantiles under a density ratio model. Electronic Journal of Statistics [Internet]. 2021; 15(2): 6191-6227. URL: https://doi.org/10.1214/21-EJS1943
Chen J, Li P, Qin J, Yu T. Test for homogeneity with unordered paired observations. Electronic Journal of Statistics. Institute of Mathematical Statistics and Bernoulli Society; 2021; 15: 1661–1694.
Chen J, Li P, Liu Y, Zidek JV. Composite empirical likelihood for multisample clustered data. Journal of Nonparametric Statistics. Taylor & Francis; 2021; 33: 60–81.
Zhang Q, Chen J. Minimum Wasserstein Distance Estimator under Finite Location-scale Mixtures. arXiv preprint arXiv:2107.01323. 2021;.
Chen J, Li P, Yukun L, Zidek J. Monitoring test under nonparametric random effects model. Journal of Nonparametric Statistics [Internet]. 2021; 33: 60-81. URL: https://doi.org/10.1080/10485252.2021.1914337

2020

Chen J, Li P, Liu G. Homogeneity testing under finite location-scale mixtures. Canadian Journal of Statistics. John Wiley & Sons, Inc. Hoboken, USA; 2020; 48: 670–684.
Yang Z, Chen J. Small area mean estimation after effect clustering. Journal of Applied Statistics. Taylor & Francis; 2020; 47: 602–623.
Yu X, Li S, Chen J. A three-parameter logistic regression model. Statistical Theory and Related Fields. Taylor & Francis; 2020;: 1–10.

2019

Chen J, Feng Z. A discussion of ‘prior-based Bayesian information criterion’. Statistical Theory and Related Fields. 2019;: 1–3.
Chen Z, Chen J, Zhang Q. Small area quantile estimation via spline regression and empirical likelihood. Survey Methodology 45-1. 2019; 45: 81–99.
Zhuang WW, Hu B, Chen J. Semiparametric inference for the dominance index under the density ratio model. Biometrika. 2019; 106: 229–241.
Zhu G, Chen J. Multi-parameter One-Sided Monitoring Tests. Technometrics [Internet]. 2019; 60. URL: 10.1093/biomet/asy068
Chen J, Liu Y. Small area quantile estimation. International Statistical Review. 2019; 87: S219–S238.

2018

Zhu G, Chen J. Multi-Parameter One-Sided Monitoring Tests. Technometrics. 2018; 60: 398–407.
Cai S, Chen J. Empirical likelihood inference for multiple censored samples. Canadian Journal of Statistics. 2018; 46: 212–232.
Cai S, Chen J. Empirical likelihood inference for multiple censored samples. The Canadian Journal of Statistics. 2018; 46: 232.

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.
Khalili A, Chen J, . Regularization in regime-switching Gaussian autoregressive models. The Canadian Journal of Statistics. 2017; 45: 374.

2016

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.
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.

2015

Chen J. The joy of proofs in statistical research. Canadian Journal of Statistics. 2015; 43: 481–497.
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.

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

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.

Pages