Xinyuan Song

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 25

Top Topics

Variable Selection

Transformation Model

Linear Regression Models

Top Venues

Comput. Stat. Data Anal.

J. Multivar. Anal.

Pattern Recognit.

Publications

Rongqian Sun, Xinyuan Song
Bayesian tree-based heterogeneous mediation analysis with a time-to-event outcome. Stat. Comput. 34 (1) (2024)
Chuchu Wang, Xinyuan Song
Nonparametric quantile scalar-on-image regression. Comput. Stat. Data Anal. 191 (2024)
Yudan Zou, Yiqi Lin, Xinyuan Song
Bayesian Heterogeneous Hidden Markov Models with an Unknown Number of States. J. Comput. Graph. Stat. 33 (1) (2024)
Ping Yu, Xinyuan Song, Jiang Du
Composite expectile estimation in partial functional linear regression model. J. Multivar. Anal. 203 (2024)
Jingjing Jiang, Chunjie Wang, Deng Pan, Xinyuan Song
Transformation models with informative partly interval-censored data. Stat. Comput. 34 (1) (2024)
Xinyuan Song
A design of Convolutional Neural Network model for the Diagnosis of the COVID-19. CoRR (2023)
Xiaoxiao Zhou, Xinyuan Song
Functional concurrent hidden Markov model. Stat. Comput. 33 (3) (2023)
Wenzhi Xi, Zhanfeng Li, Xinyuan Song, Hanwen Ning
Online portfolio selection with predictive instantaneous risk assessment. Pattern Recognit. 144 (2023)
Jiaming Zhang, Yiqi Lin, Xinyuan Song, Hanwen Ning
Generative adversarial mediation network: A novel generative learning approach to causal mediation analysis. Knowl. Based Syst. 282 (2023)
Qi Yang, Haijin He, Bin Lu, Xinyuan Song
Mixture additive hazards cure model with latent variables: Application to corporate default data. Comput. Stat. Data Anal. 167 (2022)
Kai Kang, Xinyuan Song
Consistent estimation of a joint model for multivariate longitudinal and survival data with latent variables. J. Multivar. Anal. 187 (2022)
Hefei Liu, Xinyuan Song, Baoxue Zhang
Varying-coefficient hidden Markov models with zero-effect regions. Comput. Stat. Data Anal. 173 (2022)
Yiqi Lin, Xinyuan Song
Order selection for regression-based hidden Markov model. J. Multivar. Anal. 192 (2022)
Qingwu Fan, Shuo Li, Changsheng Qiu, Xinyuan Song, Wenyang Jie
Ultrashort-Term Heat Load Prediction for Heat Exchange Stations Based on Dual-Source Data Feature Fusion. IEEE Internet Things J. 9 (18) (2022)
Jiaming Zhang, Zhanfeng Li, Xinyuan Song, Hanwen Ning
Deep Tobit networks: A novel machine learning approach to microeconometrics. Neural Networks 144 (2021)
Ting Li, Xinyuan Song, Yingying Zhang, Hongtu Zhu, Zhongyi Zhu
Clusterwise functional linear regression models. Comput. Stat. Data Anal. 158 (2021)
Jie Zhou, Xinyuan Song, Liuquan Sun
Continuous time hidden Markov model for longitudinal data. J. Multivar. Anal. 179 (2020)
Xiaoqing Wang, Xiangnan Feng, Xinyuan Song
Joint analysis of semicontinuous data with latent variables. Comput. Stat. Data Anal. 151 (2020)
Yuzhu Tian, Xinyuan Song
Bayesian bridge-randomized penalized quantile regression. Comput. Stat. Data Anal. 144 (2020)
Mao Ye, Zhao-Hua Lu, Yimei Li, Xinyuan Song
Finite mixture of varying coefficient model: Estimation and component selection. J. Multivar. Anal. 171 (2019)
Jianbo Li, Heng Lian, Xuejun Jiang, Xinyuan Song
Estimation and testing for time-varying quantile single-index models with longitudinal data. Comput. Stat. Data Anal. 118 (2018)
Guochang Wang, Xinyuan Song
Functional Sufficient Dimension Reduction for Functional Data Classification. J. Classif. 35 (2) (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)
Weihua Zhao, Heng Lian, Xinyuan Song
Composite quantile regression for correlated data. Comput. Stat. Data Anal. 109 (2017)
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)
Yanlin Tang, Xinyuan Song, Huixia Judy Wang, Zhongyi Zhu
Variable selection in high-dimensional quantile varying coefficient models. J. Multivar. Anal. 122 (2013)