Xinyuan Song

发表

Bayesian Selection on the Number of Factors in a Factor Analysis Model

Sik-Yum Lee, Xinyuan Song, 2002 .

Fully Bayesian $L_{1/2}$-penalized linear quantile regression analysis with autoregressive errors

Xinyuan Song, Yuzhu Tian, 2020 .

Oracle model selection for nonlinear models based on weighted composite quantile regression accelerated failure time model

Xinyuan Song, Xuejun Jiang, Jiancheng Jiang, 2012 .

Bayesian Regularized Multivariate Generalized Latent Variable Models

Xin-Yuan Song, Xiang-Nan Feng, Xinyuan Song, 2017 .

A Bayesian Modeling Approach for Generalized Semiparametric Structural Equation Models

Edward H. Ip, Xin-Yuan Song, Jingheng Cai, 2013, Psychometrika.

Bayesian Estimation and Model Selection of Multivariate Linear Model with Polytomous Variables

Xin-Yuan Song, Sik-Yum Lee, Xinyuan Song, 2002, Multivariate behavioral research.

A Bayesian model selection method with applications

Xin-Yuan Song, Sik-Yum Lee, Xinyuan Song, 2002 .

Bayesian Analysis of the Functional-Coefficient Autoregressive Heteroscedastic Model

Xinyuan Song, Xuejun Jiang, Xiang-Nan Feng, 2014 .

A Bayesian analysis of generalized latent curve mixture models

Xinyuan Song, E. Ip, Junhao Pan, 2013 .

Bayesian analysis of nonlinear structural equation models with mixed continuous, ordered and unordered categorical, and nonignorable missing data

Xin-Yuan Song, Jingheng Cai, Sik-Yum Lee, 2008 .

Semiparametric Bayesian analysis of structural equation models with fixed covariates

Xin-Yuan Song, Bin Lu, Sik-Yum Lee, 2008, Statistics in medicine.

Bayesian analysis of the factor model with finance applications

Xin-Yuan Song, Wai-Yin Poon, Sik-Yum Lee, 2007 .

Bayesian model comparison of nonlinear structural equation models with missing continuous and ordinal categorical data.

Xin-Yuan Song, Sik-Yum Lee, Xinyuan Song, 2004, The British journal of mathematical and statistical psychology.

Evaluation of the Bayesian and Maximum Likelihood Approaches in Analyzing Structural Equation Models with Small Sample Sizes

Xin-Yuan Song, Sik-Yum Lee, Xinyuan Song, 2004, Multivariate behavioral research.

Bayesian analysis of structural equation models with dichotomous variables

Xin-Yuan Song, Sik-Yum Lee, Xinyuan Song, 2003, Statistics in medicine.

Discounted continuous-time constrained Markov decision processes in Polish spaces

Xianping Guo, Xinyuan Song, Xianping Guo, 2011, 1201.0089.

Financial literacy and household finances: A Bayesian two-part latent variable modeling approach

Xin-Yuan Song, Xiang-Nan Feng, Bin Lu, 2019, Journal of Empirical Finance.

Regression Analysis of Additive Hazards Model With Latent Variables

Xin-Yuan Song, Haijin He, Liuquan Sun, 2015 .

A Bayesian Approach for Multigroup Nonlinear Factor Analysis

Xin-Yuan Song, Sik-Yum Lee, Xinyuan Song, 2002 .

Bayesian Model Comparison of Structural Equation Models

Sik-Yum Lee, Xinyuan Song, 2008 .

Local Polynomial Fitting in Semivarying Coefficient Model

Xin-Yuan Song, Wenyang Zhang, Wenyang Zhang, 2002 .

Bayesian proportional hazards model with latent variables

Xinyuan Song, Chunjie Wang, Deng Pan, 2019, Statistical methods in medical research.

Bayesian model selection for mixtures of structural equation models with an unknown number of components.

Xin-Yuan Song, Sik-Yum Lee, Xinyuan Song, 2003, The British journal of mathematical and statistical psychology.

Bayesian estimation of semiparametric nonlinear dynamic factor analysis models using the Dirichlet process prior.

Hongtu Zhu, Sy-Miin Chow, Xinyuan Song, 2011, The British journal of mathematical and statistical psychology.

Mixture Structural Equation Models

Sik-Yum Lee, Xinyuan Song, 2012 .

Bayesian analysis of transformation latent variable models with multivariate censored data

Xin-Yuan Song, Jing-Heng Cai, Peng-Fei Liu, 2016, Statistical methods in medical research.

Structure detection of semiparametric structural equation models with Bayesian adaptive group lasso

Xin-Yuan Song, Xiang-Nan Feng, Xinyuan Song, 2015, Statistics in medicine.

Structural Equation Models with Hierarchical and Multisample Data

Sik-Yum Lee, Xinyuan Song, 2012 .

Longitudinal Structural Equation Models

Sik-Yum Lee, Xinyuan Song, 2012 .

Practical Structural Equation Models

Sik-Yum Lee, Xinyuan Song, 2012 .

A Bayesian Approach for Analyzing Longitudinal Structural Equation Models

Xin-Yuan Song, Yih-Ing Hser, Sik-Yum Lee, 2011 .

Local influence analysis of multivariate probit latent variable models

Xin-Yuan Song, Bin Lu, Xinyuan Song, 2006 .

Estimating the covariance function with functional data.

Wenyang Zhang, Sik-Yum Lee, Xinyuan Song, 2002, The British journal of mathematical and statistical psychology.

Model comparison of generalized linear mixed models

Xin-Yuan Song, Sik-Yum Lee, Xinyuan Song, 2006, Statistics in medicine.

Variable selection in semiparametric nonmixture cure model with interval‐censored failure time data: An application to the prostate cancer screening study

Xinyuan Song, Liuquan Sun, Lianming Wang, 2019, Statistics in medicine.

Variable selection for frailty transformation models with application to diabetic complications

Xinyuan Song, X. Liu, Yong Zhou, 2016 .

An analysis of global ionospheric disturbances and scintillations during the strong magnetic storm in September 2017

Xinyuan Song, X. Zhan, Rong Yang, 2020, Aerospace Systems.

Technical Notes and Correspondence Mean-Variance Criteria for Finite Continuous-Time

Xianping Guo, Xinyuan Song, 2009 .

Latent variable models with nonparametric interaction effects of latent variables

Xiangnan Feng, Xinyuan Song, Xinyuan Song, 2014, Statistics in medicine.

Bayesian Adaptive Lasso for Ordinal Regression With Latent Variables

Xinyuan Song, Hao Wu, Xiang-Nan Feng, 2017 .

Perturbation Selection and Local Influence Analysis for Generalized Linear Mixed Models

Sik-Yum Lee, Xinyuan Song, Hong-Tu Zhu, 2010 .

Basic Concepts and Applications of Structural Equation Models

Sik-Yum Lee, Xinyuan Song, 2012 .

Joint Hidden Markov Model for Longitudinal and Time-to-Event Data with Latent Variables

Xinyuan Song, T. Kwok, Kai Kang, 2021, Multivariate behavioral research.

Additive mean residual life model with latent variables under right censoring

Xinyuan Song, Deng Pan, Haijin He, 2018 .

An additive‐multiplicative mean residual life model for right‐censored data

Xinyuan Song, Jingheng Cai, Haijin He, 2017, Biometrical journal. Biometrische Zeitschrift.

Threshold effect test in censored quantile regression

Xinyuan Song, Zhongyi Zhu, Yanlin Tang, 2015 .

A Bayesian Modeling Approach for Generalized Semiparametric Structural Equation Models

Xinyuan Song, Zhaohua Lu, Jingheng Cai, 2013, Psychometrika.

Semiparametric transformation models with Bayesian P-splines

Xinyuan Song, Zhaohua Lu, 2011, Statistics and Computing.

Bayesian analysis of two-level nonlinear structural equation models with continuous and polytomous data.

Sik-Yum Lee, Xinyuan Song, 2004, The British journal of mathematical and statistical psychology.

Bayesian bridge-randomized penalized quantile regression

Yuzhu Tian, Xin-Yuan Song, Xinyuan Song, 2020, Comput. Stat. Data Anal..

Bayesian Quantile Structural Equation Models

Xin-Yuan Song, Xiang-Nan Feng, Xinyuan Song, 2016 .

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

Ming Ouyang, Xin-Yuan Song, Xinyuan Song, 2020, J. Classif..

A tutorial on the Bayesian approach for analyzing structural equation models

Sik-Yum Lee, Xin-Yuan Song, Sik-Yum Lee, 2012 .

Bayesian analysis of hidden Markov structural equation models with an unknown number of hidden states

Hefei Liu, Xinyuan Song, Xinyuan Song, 2020 .

Transformation Structural Equation Models With Highly Nonnormal and Incomplete Data

Xinyuan Song, P. Liu, Zhaohua Lu, 2015 .

Model Comparison of Bayesian Semiparametric and Parametric Structural Equation Models

Xin-Yuan Song, Junhao Pan, Ye-Mao Xia, 2011 .

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

Sik-Yum Lee, Xin-Yuan Song, Sik-Yum Lee, 2008, Comput. Stat. Data Anal..

Bayesian quantile nonhomogeneous hidden Markov models

Baoxue Zhang, Hefei Liu, Yanlin Tang, 2020, Statistical methods in medical research.

Bayesian regularized quantile structural equation models

Yifan Wang, Bin Lu, Xin-Yuan Song, 2017, J. Multivar. Anal..

A Bayesian Approach for Analyzing Hierarchical Data With Missing Outcomes Through Structural Equation Models

Sik-Yum Lee, Xin-Yuan Song, Sik-Yum Lee, 2008 .

Bayesian adaptive group lasso with semiparametric hidden Markov models

Hongtu Zhu, Xinyuan Song, Kai Kang, 2018, Statistics in medicine.

A MULTIVARIATE PROBIT LATENT VARIABLE MODEL FOR ANALYZING DICHOTOMOUS RESPONSES

Sik-Yum Lee, Xinyuan Song, 2005 .

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

Xin-Yuan Song, Jing-Heng Cai, Edward Hak-Sing Ip, 2011, Comput. Stat. Data Anal..

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

Sik-Yum Lee, Xin-Yuan Song, Sik-Yum Lee, 2003, Comput. Stat. Data Anal..

Full Maximum Likelihood Estimation of Polychoric and Polyserial Correlations With Missing Data

Xin-Yuan Song, Sik-Yum Lee, Xinyuan Song, 2003, Multivariate behavioral research.

Analysis of structural equation model with ignorable missing continuous and polytomous data

Sik-Yum Lee, Xinyuan Song, 2002 .

Bayesian Scalar on Image Regression With Nonignorable Nonresponse

Xiangnan Feng, Hongtu Zhu, Tengfei Li, 2019, Journal of the American Statistical Association.

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

Sik-Yum Lee, Xin-Yuan Song, Sik-Yum Lee, 2003, J. Classif..

Application of Structural Equation Models to Quality of Life

Sik-Yum Lee, Xinyuan Song, S. Skevington, 2005 .

A UNIFIED VARIABLE SELECTION APPROACH FOR VARYING COEFFICIENT MODELS

Zhongyi Zhu, Xin-Yuan Song, Yanlin Tang, 2012 .

A Joint Modeling Approach for Longitudinal Data with Informative Observation Times and a Terminal Event

Liuquan Sun, Xin-Yuan Song, Lianqiang Qu, 2018, Statistics in Biosciences.

Regression Analysis for the Additive Hazards Model with Covariate Errors

Xinyuan Song, Liuquan Sun, Xiaoyun Mu, 2012 .

Mean residual life models with time-dependent coefficients under right censoring

Xin-Yuan Song, Liuquan Sun, Xinyuan Song, 2012 .

Additive hazards regression with censoring indicators missing at random

Xinyuan Song, Gregg E Dinse, Liuquan Sun, 2010, The Canadian journal of statistics = Revue canadienne de statistique.

Finite mixture of varying coefficient model: Estimation and component selection

Mao Ye, Yimei Li, Xinyuan Song, 2019, J. Multivar. Anal..

Regression Analysis of Longitudinal Data with Time‐Dependent Covariates and Informative Observation Times

Xin-Yuan Song, Liuquan Sun, Xinyuan Song, 2012 .

Joint Analysis of Longitudinal Data With Informative Observation Times and a Dependent Terminal Event

Jie Zhou, Xin-Yuan Song, Lei Liu, 2012 .

Structural Equation Modeling for Latent Curve Models

Sik-Yum Lee, Xinyuan Song, 2012 .

Application of Latent Curve Models in Medical Research - A Review

Xinyuan Song, T. Kwok, Jun-Hao Pan, 2009 .

Bayesian Model Comparison and Model Checking

Sik-Yum Lee, Xinyuan Song, 2012 .

Maximum Likelihood Analysis of a Two-Level Nonlinear Structural Equation Model With Fixed Covariates

Sik-Yum Lee, Xinyuan Song, 2005 .

Model comparison of nonlinear structural equation models with fixed covariates

Xin-Yuan Song, Sik-Yum Lee, Xinyuan Song, 2003 .

Bayesian Two-level Model for Repeated Partially Ordered Responses: Application to Adolescent Smoking Behavior Analysis

Xin-Yuan Song, Xiang-Nan Feng, Xinyuan Song, 2019, Sociological Methods & Research.

Mediation analysis for mixture Cox proportional hazards cure models

Xinyuan Song, Xiaoxiao Zhou, Xiaoxiao Zhou, 2021, Statistical methods in medical research.

Two‐part hidden Markov models for semicontinuous longitudinal data with nonignorable missing covariates

Xinyuan Song, Xiaoxiao Zhou, Kai Kang, 2020, Statistics in medicine.

Basic and Advanced Bayesian Structural Equation Modeling: With Applications in the Medical and Behavioral Sciences

Sik-Yum Lee, Xin-Yuan Song, Sik-Yum Lee, 2012 .

Bayesian Analysis of Structural Equation Models With Nonlinear Covariates and Latent Variables

Sik-Yum Lee, Xin-Yuan Song, Sik-Yum Lee, 2006, Multivariate behavioral research.

Bayesian adaptive lasso for additive hazard regression with current status data

Xinyuan Song, Xiaogang Dong, Chunjie Wang, 2019, Statistics in medicine.

A semiparametric mixture model approach for regression analysis of partly interval-censored data with a cured subgroup

Xinyuan Song, Liuquan Sun, Lianming Wang, 2021, Statistical methods in medical research.

Reweighting estimators for the additive hazards model with missing covariates

Xinyuan Song, Liuquan Sun, Meiling Hao, 2014 .

Bayesian Methods for Analyzing Structural Equation Models With Covariates, Interaction, and Quadratic Latent Variables

Nian-Sheng Tang, Sik-Yum Lee, Xin-Yuan Song, 2007 .

Bayesian local influence of semiparametric structural equation models

Ming Ouyang, Xiaodong Yan, Ji Chen, 2017, Comput. Stat. Data Anal..

A semiparametric Bayesian approach for structural equation models

Xin-Yuan Song, Claes Ohlsson, Jun-Hao Pan, 2010, Biometrical journal. Biometrische Zeitschrift.

Weighted Composite Quantile Regression Estimation of DTARCH Models

Xuejun Jiang, Jiancheng Jiang, Xin-Yuan Song, 2014 .

Maximum Likelihood Estimation of Nonlinear Structural Equation Models with Ignorable Missing Data

Sik-Yum Lee, Xinyuan Song, J. Lee, 2003 .

Likelihood ratio-type tests in weighted composite quantile regression of DTARCH models

Xinyuan Song, Yong Zhou, Xiaoqian Liu, 2019, Science China Mathematics.

The influence of participation on health-related quality of life in stroke patients

Xinyuan Song, R. Lo, T. Kwok, 2011, Disability and rehabilitation.

A Bayesian Approach for Nonlinear Structural Equation Models With Dichotomous Variables Using Logit and Probit Links

Xin-Yuan Song, Jing-Heng Cai, Sik-Yum Lee, 2010 .

Longitudinal Analysis of Quality of Life for Stroke Survivors Using Latent Curve Models

Sik-Yum Lee, Xinyuan Song, T. Kwok, 2008, Stroke.

Simultaneous variable selection in regression analysis of multivariate interval‐censored data

Xinyuan Song, X. Sui, Liuquan Sun, 2021, Biometrics.

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

Xinyuan Song, Liuquan Sun, Lianqiang Qu, 2018, Comput. Stat. Data Anal..

Bias optimality for multichain continuous-time Markov decision processes

Xianping Guo, Junyu Zhang, XinYuan Song, 2009, Oper. Res. Lett..

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

Xianping Guo, XinYuan Song, Xianping Guo, 2009, IEEE Transactions on Automatic Control.

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

Yi Zhang, Xianping Guo, XinYuan Song, 2014, IEEE Transactions on Automatic Control.

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

Xianping Guo, Yonghui Huang, XinYuan Song, 2012, SIAM J. Control. Optim..

Hidden Markov latent variable models with multivariate longitudinal data

Hongtu Zhu, Xinyuan Song, Yemao Xia, 2017, Biometrics.

Bayesian semiparametric analysis of structural equation models with mixed continuous and unordered categorical variables

Xin-Yuan Song, Ye-Mao Xia, Sik-Yum Lee, 2009, Statistics in medicine.

Bayesian hidden Markov models for delineating the pathology of Alzheimer’s disease

Xinyuan Song, Hongtu Zhu, Jingheng Cai, 2019, Statistical methods in medical research.

Clusterwise functional linear regression models

Hongtu Zhu, Zhongyi Zhu, Xinyuan Song, 2021, Comput. Stat. Data Anal..

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

Jianbo Li, Heng Lian, Xinyuan Song, 2018, Comput. Stat. Data Anal..

Bayesian Causal Mediation Analysis with Latent Mediators and Survival Outcome

Xinyuan Song, Xiaoxiao Zhou, Rongqian Sun, 2021 .

Maximum Likelihood Analysis of a General Latent Variable Model with Hierarchically Mixed Data

Sik-Yum Lee, Xinyuan Song, 2004, Biometrics.

Local Influence Analysis for Mixture of Structural Equation Models

Sik-Yum Lee, Xin-Yuan Song, Sik-Yum Lee, 2004, J. Classif..

LOCAL INFLUENCE ANALYSIS OF TWO-LEVEL LATENT VARIABLE MODELS WITH CONTINUOUS AND POLYTOMOUS DATA

Xin-Yuan Song, Sik-Yum Lee, Xinyuan Song, 2004 .

A Bayesian analysis of mixture structural equation models with non‐ignorable missing responses and covariates

Xin-Yuan Song, Jing-Heng Cai, Yih-Ing Hser, 2010, Statistics in medicine.

Bayesian latent factor on image regression with nonignorable missing data

Hongtu Zhu, Xinyuan Song, Xiaoqing Wang, 2020, Statistics in medicine.

Finite mixture varying coefficient models for analyzing longitudinal heterogenous data

Xinyuan Song, Xinyuan Song, Zhaohua Lu, 2012, Statistics in medicine.

Continuous time hidden Markov model for longitudinal data

Jie Zhou, Liuquan Sun, Xinyuan Song, 2020, J. Multivar. Anal..

Semiparametric Latent Variable Models With Bayesian P-Splines

Xinyuan Song, Zhaohua Lu, 2010 .

Longitudinal Analysis of Quality of Life for Stroke Survivors Using Latent Curve Models

Sik-Yum Lee, Xinyuan Song, T. Kwok, 2008 .

Joint analysis of mixed types of outcomes with latent variables

Xinyuan Song, Deng Pan, Yingying Wei, 2020, Statistics in medicine.

Bayesian semiparametric failure time models for multivariate censored data with latent variables

Xinyuan Song, Chunjie Wang, Ming Ouyang, 2018, Statistics in medicine.

Bayesian Analysis of Semiparametric Hidden Markov Models With Latent Variables

Ming Ouyang, Kai Kang, Xuejun Jiang, 2018 .

Structural Equation Models with Nonparametric Structural Equations

Sik-Yum Lee, Xinyuan Song, 2012 .

Functional Sufficient Dimension Reduction for Functional Data Classification

Xinyuan Song, Guochang Wang, Xinyuan Song, 2018, J. Classif..

Variable selection in high-dimensional quantile varying coefficient models

Huixia Judy Wang, Zhongyi Zhu, Xinyuan Song, 2013, J. Multivar. Anal..

Maximum Likelihood Analysis of Nonlinear Structural Equation Models With Dichotomous Variables

Sik-Yum Lee, Xinyuan Song, 2005, Multivariate behavioral research.

Bayesian Analysis of Mixture Structural Equation Models With an Unknown Number of Components

Xin-Yuan Song, Hefei Liu, Xinyuan Song, 2018 .

Bayesian analysis of multi-group nonlinear structural equation models with application to behavioral finance

Xin-Yuan Song, Bin Lu, Xinyuan Song, 2012 .

Selection of Latent Variables for Multiple Mixed‐outcome Models

Xinyuan Song, Huazhen Lin, Yi Li, 2014, Scandinavian journal of statistics, theory and applications.

Bayesian analysis of structural equation models with multinomial variables and an application to type 2 diabetic nephropathy

Sik-Yum Lee, Xinyuan Song, J. Chan, 2007, Statistics in medicine.

Joint analysis of semicontinuous data with latent variables

Xiaoqing Wang, Xin-Yuan Song, Xiang-Nan Feng, 2020, Comput. Stat. Data Anal..

Variable selection via composite quantile regression with dependent errors

Xinyuan Song, Zhongyi Zhu, Yanlin Tang, 2015 .

Analysis of proportional mean residual life model with latent variables

Xinyuan Song, Jingheng Cai, Haijin He, 2017, Statistics in medicine.

Bayesian structural equation model

Sik-Yum Lee, Xin-Yuan Song, Sik-Yum Lee, 2014 .

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

Nian-Sheng Tang, Xin-Yuan Song, Sy-Miin Chow, 2012, Comput. Stat. Data Anal..

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

Xin-Yuan Song, Yutaka Kano, Yun-Xian Li, 2012, J. Multivar. Anal..

A Maximum Likelihood Approach for Multisample Nonlinear Structural Equation Models With Missing Continuous and Dichotomous Data

Sik-Yum Lee, Xinyuan Song, 2006 .

Semiparametric transformation models with Bayesian P-splines

Xinyuan Song, Zhaohua Lu, 2011, Statistics and Computing.

Latent variable models with nonparametric interaction effects of latent variables

Xinyuan Song, Xiangnan Feng, Zhaohua Lu, 2014, Statistics in medicine.

Bayesian diagnostics of transformation structural equation models

Pengfei Liu, Ji Chen, Xin-Yuan Song, 2013, Comput. Stat. Data Anal..

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

Zhaohua Lu, Fei Chen, Xin-Yuan Song, 2013, J. Multivar. Anal..

Transformation Structural Equation Models

Sik-Yum Lee, Xinyuan Song, 2012 .

Composite quantile regression for correlated data

Heng Lian, Weihua Zhao, Xinyuan Song, 2017, Comput. Stat. Data Anal..

Regression analysis of longitudinal data with time-dependent covariates in the presence of informati

Jie Zhou, Xin-Yuan Song, Liuquan Sun, 2011 .

A New Scheme for Monitoring Multivariate Process Dispersion

Xin Song, Xinyuan Song, 2009 .

Bayesian estimation and test for factor analysis model with continuous and polytomous data in several populations.

S Y Lee, Sik-Yum Lee, Xinyuan Song, 2001, The British journal of mathematical and statistical psychology.