Haiyan Liu

225 Hagger Hall
Department of Psychology
University of Notre Dame
Notre Dame, IN 46556
Email:hliu6@nd.edu

• Bayesian methods
• Structure equation modeling
• Categorical data analysis
• Nonlinear modeling
• Longitudinal data analysis
• Dynamical factor analysis

• Haiyan Liu, Johnny Zhang, Kevin Grimm (2015) Comparison of Inverse-Wishart and Separation-Strategy Priors for Bayesian Estimation of Covariance Parameter Matrix in Growth Curve Model Analysis (Accepted by Structure Equation Modeling)

• Haiyan Liu (2014) Review of “The Bugs Book: A Practical Guide to Bayesian Analysis Structure Equation Modeling http://dx.doi.org/10.1080/10705511.2014.958046 .

• Haiyan Liu and Johnny Zhang (2015) Misclassification in the analysis of Marijuana users in USA (In preparation)

• Haiyan Liu and Johnny Zhang (2015) Comparison of Different Tests in Power Analysis of Logistic Regression (In preparation)

• Haiyan Liu and Johnny Zhang (2016) Bayesian Estimation of differential equation modeling (In preparation)
• Haiyan Liu and Johnny Zhang (2016) Bayesian Estimation of longitudinal logistic growth curve model (In preparation)