Liuquan Sun

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 12

Top Topics

Regression Model

Variable Selection

Top Venues

Comput. Stat. Data Anal.

J. Syst. Sci. Complex.

J. Multivar. Anal.

Publications

Tianzhen Wang, Haixiang Zhang, Liuquan Sun
Renewable learning for multiplicative regression with streaming datasets. Comput. Stat. 39 (3) (2024)
Haixiang Zhang, Lulu Zuo, HaiYing Wang, Liuquan Sun
Approximating Partial Likelihood Estimators via Optimal Subsampling. J. Comput. Graph. Stat. 33 (1) (2024)
Lianqiang Qu, Xiaoyu Wang, Liuquan Sun
Variable screening for varying coefficient models with ultrahigh-dimensional survival data. Comput. Stat. Data Anal. 172 (2022)
Meiling Hao, Lianqiang Qu, Dehan Kong, Liuquan Sun, Hongtu Zhu
Optimal Minimax Variable Selection for Large-Scale Matrix Linear Regression Model. J. Mach. Learn. Res. 22 (2021)
Lulu Zuo, Haixiang Zhang, HaiYing Wang, Liuquan Sun
Optimal subsample selection for massive logistic regression with distributed data. Comput. Stat. 36 (4) (2021)
Xiaoliang Lü, Baoxue Zhang, Liuquan Sun
Estimating Cumulative Treatment Effect Under an Additive Hazards Model. J. Syst. Sci. Complex. 34 (2) (2021)
Jie Zhou, Xinyuan Song, Liuquan Sun
Continuous time hidden Markov model for longitudinal data. J. Multivar. Anal. 179 (2020)
Haixiang Zhang, Jian Huang, Liuquan Sun
A rank-based approach to estimating monotone individualized two treatment regimes. Comput. Stat. Data Anal. 151 (2020)
Zhihua Sun, Xue Ye, Liuquan Sun
Consistent test for parametric models with right-censored data using projections. Comput. Stat. Data Anal. 118 (2018)
Lianqiang Qu, Xinyuan Song, Liuquan Sun
Identification of local sparsity and variable selection for varying coefficient additive hazards models. Comput. Stat. Data Anal. 125 (2018)
Fangyuan Kang, Liuquan Sun, Ximing Cheng
An Additive Hazards Model for Clustered Recurrent Gap Times. J. Syst. Sci. Complex. 31 (5) (2018)
Haijin He, Deng Pan, Liuquan Sun, Yimei Li, Leslie L. Robison, Xinyuan Song
Analysis of a fixed center effect additive rates model for recurrent event data. Comput. Stat. Data Anal. 112 (2017)
Peng Ye, Xingqiu Zhao, Liuquan Sun, Wei Xu
A semiparametric additive rates model for multivariate recurrent events with missing event categories. Comput. Stat. Data Anal. 89 (2015)
Fangyuan Kang, Liuquan Sun, Xingqiu Zhao
A class of transformed hazards models for recurrent gap times. Comput. Stat. Data Anal. 83 (2015)
Zhihua Sun, Xue Ye, Liuquan Sun
Consistent test of error-in-variables partially linear model with auxiliary variables. J. Multivar. Anal. 141 (2015)
Qihua Wang, Xingwei Tong, Liuquan Sun
Exploring the varying covariate effects in proportional odds models with censored data. J. Multivar. Anal. 109 (2012)
Liuquan Sun, Liang Zhu, Jianguo Sun
Regression analysis of multivariate recurrent event data with time-varying covariate effects. J. Multivar. Anal. 100 (10) (2009)