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List of works by Xinyuan Song

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

scientific article published in August 2010

A joint modeling approach for analyzing marker data in the presence of a terminal event

scientific article published on 09 March 2020

A two-level structural equation model approach for analyzing multivariate longitudinal responses

scientific article

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

scientific article

Bayesian Analysis of Multivariate Latent Curve Models With Nonlinear Longitudinal Latent Effects

scientific article published on April 2009

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

scientific article published in September 2006

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

scientific article published in October 2002

Bayesian adaptive group lasso with semiparametric hidden Markov models

scientific article published on 28 November 2018

Bayesian adaptive lasso for additive hazard regression with current status data

scientific article published on 13 June 2019

Bayesian analysis of latent variable models with non-ignorable missing outcomes from exponential family

scientific article published in February 2007

Bayesian analysis of mixtures in structural equation models with non-ignorable missing data

scientific article

Bayesian analysis of structural equation models with dichotomous variables

scientific article

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

scientific article published in May 2007

Bayesian analysis of transformation latent variable models with multivariate censored data

scientific article

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

scientific article

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

scientific article

Bayesian latent factor on image regression with nonignorable missing data

scientific article published on 10 November 2020

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

scientific article

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

scientific article

Bayesian proportional hazards model with latent variables.

scientific article published in January 2017

Bayesian quantile nonhomogeneous hidden Markov models

scientific article published on 29 July 2020

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

scientific article published in July 2009

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

scientific article published on 13 August 2018

Comparison of Approaches in Estimating Interaction and Quadratic Effects of Latent Variables.

scientific article published in January 2004

Discriminant Analysis Using Mixed Continuous, Dichotomous, and Ordered Categorical Variables

Doubly Robust Triple Cross-Fit Estimation for Causal Inference with Imaging Data

scientific article published in 2024

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

scientific article published in October 2004

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

scientific article

Joint analysis of mixed types of outcomes with latent variables

scientific article published on 09 December 2020

Maximum Likelihood Analysis of Nonlinear Structural Equation Models With Dichotomous Variables

scientific article published in April 2005

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

article by Sik-Yum Lee et al published June 2003 in Journal of Educational and Behavioral Statistics

Model comparison of generalized linear mixed models

scientific article published in May 2006

Non-linear structural equation models with correlated continuous and discrete data

scientific article

Robust model fitting for the non linear structural equation model under normal theory

scientific article published on 26 November 2008

Semiparametric Bayesian analysis of structural equation models with fixed covariates

scientific article published in June 2008

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

scientific article published on 26 February 2020

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

scientific article published on 29 April 2019

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