Jianxin Pan

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 14

Top Topics

Generalized Linear

Positive Definite

Top Venues

J. Multivar. Anal.

Comput. Stat. Data Anal.

Commun. Stat. Simul. Comput.

Publications

Xuerui Yang, Jianxin Pan
jmcm: a Python package for analyzing longitudinal data using joint mean-covariance models. Commun. Stat. Simul. Comput. 52 (11) (2023)
Yihe Yang, Hongsheng Dai, Jianxin Pan
Block-diagonal precision matrix regularization for ultra-high dimensional data. Comput. Stat. Data Anal. 179 (2023)
Renwen Luo, Jianxin Pan
Conditional generalized estimating equations of mean-variance-correlation for clustered data. Comput. Stat. Data Anal. 168 (2022)
Cheng Peng, Yihe Yang, Jie Zhou, Jianxin Pan
Latent Gaussian copula models for longitudinal binary data. J. Multivar. Anal. 189 (2022)
Jing Yu, Tapio Nummi, Jianxin Pan
Mixture regression for longitudinal data based on joint mean-covariance model. J. Multivar. Anal. 190 (2022)
Yating Pan, Yu Fei, Mingming Ni, Tapio Nummi, Jianxin Pan
Growth curve mixture models with unknown covariance structures. J. Multivar. Anal. 188 (2022)
Youjun Huang, Jianxin Pan
Joint generalized estimating equations for longitudinal binary data. Comput. Stat. Data Anal. 155 (2021)
Yihe Yang, Jie Zhou, Jianxin Pan
Estimation and optimal structure selection of high-dimensional Toeplitz covariance matrix. J. Multivar. Anal. 184 (2021)
Chen Chen, Jie Zhou, Jianxin Pan
Correlation structure regularization via entropy loss function for high-dimension and low-sample-size data. Commun. Stat. Simul. Comput. 50 (4) (2021)
Guang-Hui Fu, Yuan-Jiao Wu, Min-Jie Zong, Jianxin Pan
Hellinger distance-based stable sparse feature selection for high-dimensional class-imbalanced data. BMC Bioinform. 21 (1) (2020)
Zhiguo Wang, Xiaojing Shen, Yunmin Zhu, Jianxin Pan
A Tighter Set-Membership Filter for Some Nonlinear Dynamic Systems. IEEE Access 6 (2018)
Chao Huang, Daniel Farewell, Jianxin Pan
A calibration method for non-positive definite covariance matrix in multivariate data analysis. J. Multivar. Anal. 157 (2017)
Zhiguo Wang, Xiaojing Shen, Yunmin Zhu, Jianxin Pan
Monte Carlo set-membership filtering for nonlinear dynamic systems. FUSION (2016)
Hang Rao, Xiaojing Shen, Yunmin Zhu, Jianxin Pan
Distributed Detection Fusion via Monte Carlo Importance Sampling. CoRR (2016)
Lijing Lin, Nicholas J. Higham, Jianxin Pan
Covariance structure regularization via entropy loss function. Comput. Stat. Data Anal. 72 (2014)
Richang Hong, Jianxin Pan, Shijie Hao, Meng Wang, Feng Xue, Xindong Wu
Image quality assessment based on matching pursuit. Inf. Sci. 273 (2014)
Jianxin Pan, Chao Huang
Random effects selection in generalized linear mixed models via shrinkage penalty function. Stat. Comput. 24 (5) (2014)
Jianxin Pan, Yu Fei, Peter Foster
Case-Deletion Diagnostics for Linear Mixed Models. Technometrics 56 (3) (2014)
David Tian, Ann Gledson, Athos Antoniades, Aristos Aristodimou, Dimitrios Ntalaperas, Ratnesh Sahay, Jianxin Pan, Stavros Stivaros, Goran Nenadic, Xiao-Jun Zeng, John A. Keane
A Bayesian Association Rule Mining Algorithm. SMC (2013)
Daoji Li, Jianxin Pan
Empirical likelihood for generalized linear models with longitudinal data. J. Multivar. Anal. 114 (2013)
Jianxin Pan, Robin Thompson
Quasi-Monte Carlo estimation in generalized linear mixed models. Comput. Stat. Data Anal. 51 (12) (2007)
Jianxin Pan, Robin Thompson
Gauss-Hermite Quadrature Approximation for Estimation in Generalised Linear Mixed Models. Comput. Stat. 18 (1) (2003)
Jianxin Pan, Robin Thompson
Quasi-Monte Carlo EM Algorithm for MLEs in Generalized Linear Mixed Models. COMPSTAT (1998)