Xinyuan Song

According to our database, Xinyuan Song authored at least 53 papers between 2003 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Interpretable Deep Regression Models with Interval-Censored Failure Time Data.

Changhui Yuan, Shishun Zhao, Shuwei Li, Xinyuan Song, Zhao Chen

CoRR, March, 2025

Sparse functional varying-coefficient mixture regression.

Qingzhi Zhong, Xinyuan Song

J. Multivar. Anal., 2025

Distance-based Clustering of Functional Data with Derivative Principal Component Analysis.

Ping Yu, Gongming Shi, Chunjie Wang, Xinyuan Song

J. Comput. Graph. Stat., 2025

Functional nonlinear principal component analysis.

Qingzhi Zhong, Xinyuan Song

Comput. Stat. Data Anal., 2025

2024

Distributed additive hazards regression analysis of multi-site current status data without using individual-level data.

Peiyao Huang, Shuwei Li, Xinyuan Song

Stat. Comput., December, 2024

Individualized causal mediation analysis with continuous treatment using conditional generative adversarial networks.

Cheng Huan, Xinyuan Song, Hongwei Yuan

Stat. Comput., October, 2024

Nonparametric quantile scalar-on-image regression.

Chuchu Wang, Xinyuan Song

Comput. Stat. Data Anal., March, 2024

Bayesian tree-based heterogeneous mediation analysis with a time-to-event outcome.

Rongqian Sun, Xinyuan Song

Stat. Comput., February, 2024

Transformation models with informative partly interval-censored data.

Jingjing Jiang, Chunjie Wang, Deng Pan, Xinyuan Song

Stat. Comput., February, 2024

Composite expectile estimation in partial functional linear regression model.

Ping Yu, Xinyuan Song, Jiang Du

J. Multivar. Anal., 2024

Bayesian Heterogeneous Hidden Markov Models with an Unknown Number of States.

Yudan Zou, Yiqi Lin, Xinyuan Song

J. Comput. Graph. Stat., 2024

Semiparametric Probit Regression Model with General Interval-Censored Failure Time Data.

Yi Deng, Shuwei Li, Liuquan Sun, Xinyuan Song

J. Comput. Graph. Stat., 2024

2023

Online portfolio selection with predictive instantaneous risk assessment.

Wenzhi Xi, Zhanfeng Li, Xinyuan Song, Hanwen Ning

Pattern Recognit., December, 2023

Generative adversarial mediation network: A novel generative learning approach to causal mediation analysis.

Jiaming Zhang, Yiqi Lin, Xinyuan Song, Hanwen Ning

Knowl. Based Syst., December, 2023

Functional concurrent hidden Markov model.

Xiaoxiao Zhou, Xinyuan Song

Stat. Comput., June, 2023

Joint Modeling of Longitudinal Imaging and Survival Data.

Kai Kang, Xinyuan Song

J. Comput. Graph. Stat., April, 2023

2022

Order selection for regression-based hidden Markov model.

Yiqi Lin, Xinyuan Song

J. Multivar. Anal., 2022

Consistent estimation of a joint model for multivariate longitudinal and survival data with latent variables.

Kai Kang, Xinyuan Song

J. Multivar. Anal., 2022

Mixture additive hazards cure model with latent variables: Application to corporate default data.

Qi Yang, Haijin He, Bin Lu, Xinyuan Song

Comput. Stat. Data Anal., 2022

Varying-coefficient hidden Markov models with zero-effect regions.

Hefei Liu, Xinyuan Song, Baoxue Zhang

Comput. Stat. Data Anal., 2022

2021

Deep Tobit networks: A novel machine learning approach to microeconometrics.

Jiaming Zhang, Zhanfeng Li, Xinyuan Song, Hanwen Ning

Neural Networks, 2021

Clusterwise functional linear regression models.

Ting Li, Xinyuan Song, Yingying Zhang, Hongtu Zhu, Zhongyi Zhu

Comput. Stat. Data Anal., 2021

2020

Continuous time hidden Markov model for longitudinal data.

Jie Zhou, Xinyuan Song, Liuquan Sun

J. Multivar. Anal., 2020

Joint analysis of semicontinuous data with latent variables.

Xiaoqing Wang, Xiangnan Feng, Xinyuan Song

Comput. Stat. Data Anal., 2020

Bayesian bridge-randomized penalized quantile regression.

Yuzhu Tian, Xinyuan Song

Comput. Stat. Data Anal., 2020

Bayesian Local Influence of Generalized Failure Time Models with Latent Variables and Multivariate Censored Data.

Ming Ouyang, Xinyuan Song

J. Classif., 2020

2019

Finite mixture of varying coefficient model: Estimation and component selection.

Mao Ye, Zhao-Hua Lu, Yimei Li, Xinyuan Song

J. Multivar. Anal., 2019

2018

Identification of local sparsity and variable selection for varying coefficient additive hazards models.

Lianqiang Qu, Xinyuan Song, Liuquan Sun

Comput. Stat. Data Anal., 2018

Estimation and testing for time-varying quantile single-index models with longitudinal data.

Jianbo Li, Heng Lian, Xuejun Jiang, Xinyuan Song

Comput. Stat. Data Anal., 2018

Functional Sufficient Dimension Reduction for Functional Data Classification.

Guochang Wang, Xinyuan Song

J. Classif., 2018

2017

Bayesian regularized quantile structural equation models.

Xiang-Nan Feng, Yifan Wang, Bin Lu, Xinyuan Song

J. Multivar. Anal., 2017

Composite quantile regression for correlated data.

Weihua Zhao, Heng Lian, Xinyuan Song

Comput. Stat. Data Anal., 2017

Bayesian local influence of semiparametric structural equation models.

Ming Ouyang, Xiaodong Yan, Ji Chen, Nian-Sheng Tang, Xinyuan Song

Comput. Stat. Data Anal., 2017

Analysis of a fixed center effect additive rates model for recurrent event data.

Haijin He, Deng Pan, Liuquan Sun, Yimei Li, Leslie L. Robison, Xinyuan Song

Comput. Stat. Data Anal., 2017

2014

First Passage Optimality for Continuous-Time Markov Decision Processes With Varying Discount Factors and History-Dependent Policies.

Xianping Guo, Xinyuan Song, Yi Zhang

IEEE Trans. Autom. Control., 2014

2013

Variable selection in high-dimensional quantile varying coefficient models.

Yanlin Tang, Xinyuan Song, Huixia Judy Wang, Zhongyi Zhu

J. Multivar. Anal., 2013

A Bayesian semiparametric dynamic two-level structural equation model for analyzing non-normal longitudinal data.

Xinyuan Song, Fei Chen, Zhaohua Lu

J. Multivar. Anal., 2013

Bayesian diagnostics of transformation structural equation models.

Ji Chen, Pengfei Liu, Xinyuan Song

Comput. Stat. Data Anal., 2013

2012

Linear Programming and Constrained Average Optimality for General Continuous-Time Markov Decision Processes in History-Dependent Policies.

Xianping Guo, Yonghui Huang, Xinyuan Song

SIAM J. Control. Optim., 2012

Semiparametric transformation models with Bayesian P-splines.

Xinyuan Song, Zhaohua Lu

Stat. Comput., 2012

A criterion-based model comparison statistic for structural equation models with heterogeneous data.

Yun-Xian Li, Yutaka Kano, Jun-Hao Pan, Xinyuan Song

J. Multivar. Anal., 2012

A Bayesian approach for generalized random coefficient structural equation models for longitudinal data with adjacent time effects.

Xinyuan Song, Nian-Sheng Tang, Sy-Miin Chow

Comput. Stat. Data Anal., 2012

2011

Performance Analysis for Controlled Semi-Markov Systems with Application to Maintenance.

Yonghui Huang, Xianping Guo, Xinyuan Song

J. Optim. Theory Appl., 2011

A mixture of generalized latent variable models for mixed mode and heterogeneous data.

Jing-Heng Cai, Xinyuan Song, Kwok-Hap Lam, Edward Hak-Sing Ip

Comput. Stat. Data Anal., 2011

Response to "Comments on 'Bayesian variable selection for disease classification using gene expression data'".

Xinyuan Song, Zhaohua Lu

Bioinform., 2011

2010

Bayesian variable selection for disease classification using gene expression data.

Ai-Jun Yang, Xinyuan Song

Bioinform., 2010

2009

Mean-Variance Criteria for Finite Continuous-Time Markov Decision Processes.

Xianping Guo, Xinyuan Song

IEEE Trans. Autom. Control., 2009

Bias optimality for multichain continuous-time Markov decision processes.

Xianping Guo, Xinyuan Song, Junyu Zhang

Oper. Res. Lett., 2009

2008

On Bayesian estimation and model comparison of an integrated structural equation model.

Sik-Yum Lee, Xinyuan Song

Comput. Stat. Data Anal., 2008

2006

Assessing local influence for nonlinear structural equation models with ignorable missing data.

Sik-Yum Lee, Bin Lu, Xinyuan Song

Comput. Stat. Data Anal., 2006

2004

Local Influence Analysis for Mixture of Structural Equation Models.

Xinyuan Song, Sik-Yum Lee

J. Classif., 2004

2003

Maximum likelihood estimation and model comparison of nonlinear structural equation models with continuous and polytomous variables.

Sik-Yum Lee, Xinyuan Song

Comput. Stat. Data Anal., 2003

Maximum Likelihood Estimation and Model Comparison for Mixtures of Structural Equation Models with Ignorable Missing Data.

Sik-Yum Lee, Xinyuan Song

J. Classif., 2003