@article{Yuan_2024,

   title={Scale-Invariance, Equivariance and Dependency of Structural Equation Models},
   volume={31},
   ISSN={1532-8007},
   url={http://dx.doi.org/10.1080/10705511.2024.2353168},
   DOI={10.1080/10705511.2024.2353168},
   number={6},
   journal={Structural Equation Modeling: A Multidisciplinary Journal},
   publisher={Informa UK Limited},
   author={Yuan, Ke-Hai and Ling, Ling and Zhang, Zhiyong},
   year={2024},
   month=jun,
   pages={1027–1042}

}

@article{Liu_2024,

   title={Detecting mediation effects with the Bayes factor: Performance evaluation and tools for sample size determination.},
   ISSN={1082-989X},
   url={http://dx.doi.org/10.1037/met0000670},
   DOI={10.1037/met0000670},
   journal={Psychological Methods},
   publisher={American Psychological Association (APA)},
   author={Liu, Xiao and Zhang, Zhiyong and Wang, Lijuan},
   year={2024}, month=may

}

@article{Yuan_2024,

   title={Signal-to-Noise Ratio in Estimating and Testing the Mediation Effect: Structural Equation Modeling versus Path Analysis with Weighted Composites},
   volume={89},
   ISSN={1860-0980},
   url={http://dx.doi.org/10.1007/s11336-024-09975-4},
   DOI={10.1007/s11336-024-09975-4},
   number={3},
   journal={Psychometrika},
   publisher={Cambridge University Press (CUP)},
   author={Yuan, Ke-Hai and Zhang, Zhiyong and Wang, Lijuan},
   year={2024},
   month=sep,
   pages={974–1006}

}

@article{Yuan_2024,

   title={Modeling Data with Measurement Errors but without Predefined Metrics: Fact versus Fallacy},
   volume={4},
   ISSN={2574-1284},
   url={http://dx.doi.org/10.35566/jbds/yuan},
   DOI={10.35566/jbds/yuan},
   number={2},
   journal={Journal of Behavioral Data Science},
   publisher={International Society for Data Science and Analytics},
   author={Yuan, Ke-Hai and Zhang, Zhiyong},
   year={2024},
   month=aug,
   pages={1–28}

}

@article{Xu_2024,

   title={Statistical power analysis and sample size planning for moderated mediation models},
   volume={56},
   ISSN={1554-3528},
   url={http://dx.doi.org/10.3758/s13428-024-02342-2},
   DOI={10.3758/s13428-024-02342-2},
   number={6},
   journal={Behavior Research Methods},
   publisher={Springer Science and Business Media LLC},
   author={Xu, Ziqian and Gao, Fei and Fa, Anqi and Qu, Wen and Zhang, Zhiyong},
   year={2024},
   month=feb,
   pages={6130–6149}

}

@article{Zhao_2023,

   title={Bayesian Inference of Dynamic Mediation Models for Longitudinal Data},
   volume={31},
   ISSN={1532-8007},
   url={http://dx.doi.org/10.1080/10705511.2023.2230519},
   DOI={10.1080/10705511.2023.2230519},
   number={1},
   journal={Structural Equation Modeling: A Multidisciplinary Journal},
   publisher={Informa UK Limited},
   author={Zhao, Saijun and Zhang, Zhiyong and Zhang, Hong},
   year={2023},
   month=jul,
   pages={14–26}

}

@article{Liu_2023,

   title={The Impact of Omitting Confounders in Parallel Process Latent Growth Curve Mediation Models: Three Sensitivity Analysis Approaches},
   volume={31},
   ISSN={1532-8007},
   url={http://dx.doi.org/10.1080/10705511.2023.2189551},
   DOI={10.1080/10705511.2023.2189551},
   number={1},
   journal={Structural Equation Modeling: A Multidisciplinary Journal},
   publisher={Informa UK Limited},
   author={Liu, Xiao and Zhang, Zhiyong and Valentino, Kristin and Wang, Lijuan},
   year={2023},
   month=may,
   pages={132–150}

}

@article{Zhang_2023,

   title={Variety and Mainstays of the R Developer Community},
   volume={15},
   ISSN={2073-4859},
   url={http://dx.doi.org/10.32614/RJ-2023-060},
   DOI={10.32614/rj-2023-060},
   number={3},
   journal={The R Journal},
   publisher={The R Foundation},
   author={Zhang, Lijin and Li, Xueyang and Zhang, Zhiyong},
   year={2023},
   month=dec,
   pages={5–25}

}

@article{Wilcox_2023,

   title={Supervised latent Dirichlet allocation with covariates: A Bayesian structural and measurement model of text and covariates.},
   volume={28},
   ISSN={1082-989X},
   url={http://dx.doi.org/10.1037/met0000541},
   DOI={10.1037/met0000541},
   number={5},
   journal={Psychological Methods},
   publisher={American Psychological Association (APA)},
   author={Wilcox, Kenneth Tyler and Jacobucci, Ross and Zhang, Zhiyong and Ammerman, Brooke A.},
   year={2023},
   month=oct,
   pages={1178–1206}

}

@article{Liu_2022,

   title={Bayesian hypothesis testing of mediation: Methods and the impact of prior odds specifications},
   volume={55},
   ISSN={1554-3528},
   url={http://dx.doi.org/10.3758/s13428-022-01860-1},
   DOI={10.3758/s13428-022-01860-1},
   number={3},
   journal={Behavior Research Methods},
   publisher={Springer Science and Business Media LLC},
   author={Liu, Xiao and Zhang, Zhiyong and Wang, Lijuan},
   year={2022},
   month=may,
   pages={1108–1120}

}

@article{Xu_2022,

   title={Comparison of Methods for Imputing Social Network Data},
   ISSN={1683-8602},
   url={http://dx.doi.org/10.6339/22-JDS1045},
   DOI={10.6339/22-jds1045},
   journal={Journal of Data Science},
   publisher={School of Statistics, Renmin University of China},
   author={Xu, Ziqian and Hai, Jiarui and Yang, Yutong and Zhang, Zhiyong},
   year={2022},
   month=apr,
   pages={599–618}

}

@article{Wyman_2023,

   title={API Face Value: Evaluating the Current Status and Potential of Emotion Detection Software in Emotional Deficit Interventions},
   volume={3},
   ISSN={2574-1284},
   url={http://dx.doi.org/10.35566/jbds/v3n1/wyman},
   DOI={10.35566/jbds/v3n1/wyman},
   number={1},
   journal={Journal of Behavioral Data Science},
   publisher={International Society for Data Science and Analytics},
   author={Wyman, Austin and Zhang, Zhiyong},
   year={2023},
   month=jul,
   pages={1–11}

}

@article{Mai_2022,

   title={An Open-source WYSIWYG Web Application for Drawing Path Diagrams of Structural Equation Models},
   volume={30},
   ISSN={1532-8007},
   url={http://dx.doi.org/10.1080/10705511.2022.2101460},
   DOI={10.1080/10705511.2022.2101460},
   number={2},
   journal={Structural Equation Modeling: A Multidisciplinary Journal},
   publisher={Informa UK Limited},
   author={Mai, Yujiao and Xu, Ziqian and Zhang, Zhiyong and Yuan, Ke-Hai},
   year={2022},
   month=aug,
   pages={328–335}

}

@article{Krettenauer_2021,

   title={Daily moral identity: Linkages with integrity and compassion},
   volume={90},
   ISSN={1467-6494},
   url={http://dx.doi.org/10.1111/jopy.12689},
   DOI={10.1111/jopy.12689},
   number={5},
   journal={Journal of Personality},
   publisher={Wiley},
   author={Krettenauer, Tobias and Lefebvre, Jean Paul and Hardy, Sam A. and Zhang, Zhiyong and Cazzell, Amber R.},
   year={2021},
   month=nov,
   pages={663–674}

}

@article{Liu_2022,

   title={A New Bayesian Structural Equation Modeling Approach with Priors on the Covariance Matrix Parameter},
   volume={2},
   ISSN={2574-1284},
   url={http://dx.doi.org/10.35566/jbds/v2n2/p2},
   DOI={10.35566/jbds/v2n2/p2},
   number={2},
   journal={Journal of Behavioral Data Science},
   publisher={International Society for Data Science and Analytics},
   author={Liu, Haiyan and Qu, Wen and Zhang, Zhiyong and Wu, Hao},
   year={2022},
   month=aug,
   pages={1–24}

}

@article{Lu_2022,

   title={How to Select the Best Fit Model among Bayesian Latent Growth Models for Complex Data},
   volume={2},
   ISSN={2574-1284},
   url={http://dx.doi.org/10.35566/jbds/v2n1/p2},
   DOI={10.35566/jbds/v2n1/p2},
   number={1},
   journal={Journal of Behavioral Data Science},
   publisher={International Society for Data Science and Analytics},
   author={Lu, Laura and Zhang, Zhiyong},
   year={2022},
   month=jun,
   pages={35–58}

}

@article{Lu_2021,

   title={Bayesian Approach to Non-ignorable Missingness in Latent Growth Models},
   volume={1},
   ISSN={2574-1284},
   url={http://dx.doi.org/10.35566/jbds/v1n2/p1},
   DOI={10.35566/jbds/v1n2/p1},
   number={2},
   journal={Journal of Behavioral Data Science},
   publisher={International Society for Data Science and Analytics},
   author={Lu, Zhenqiu and Zhang, Zhiyong},
   year={2021},
   month=may,
   pages={1–30}

}

@article{Zhang_2021,

   title={A Note on Wishart and Inverse Wishart Priors for Covariance Matrix},
   volume={1},
   ISSN={2574-1284},
   url={http://dx.doi.org/10.35566/jbds/v1n2/p2},
   DOI={10.35566/jbds/v1n2/p2},
   number={2},
   journal={Journal of Behavioral Data Science},
   publisher={International Society for Data Science and Analytics},
   author={Zhang, Zhiyong},
   year={2021}

}

@article{Liu_2021,

   title={Social Network Mediation Analysis: A Latent Space Approach},
   volume={86},
   ISSN={1860-0980},
   url={http://dx.doi.org/10.1007/s11336-020-09736-z},
   DOI={10.1007/s11336-020-09736-z},
   number={1},
   journal={Psychometrika},
   publisher={Cambridge University Press (CUP)},
   author={Liu, Haiyan and Jin, Ick Hoon and Zhang, Zhiyong and Yuan, Ying},
   year={2021},
   month=mar,
   pages={272–298}

}

@article{Che_2020,

   title={Network Mediation Analysis Using Model-Based Eigenvalue Decomposition},
   volume={28},
   ISSN={1532-8007},
   url={http://dx.doi.org/10.1080/10705511.2020.1721292},
   DOI={10.1080/10705511.2020.1721292},
   number={1},
   journal={Structural Equation Modeling: A Multidisciplinary Journal},
   publisher={Informa UK Limited},
   author={Che, Chang and Jin, Ick Hoon and Zhang, Zhiyong},
   year={2020},
   month=feb,
   pages={148–161}

}

@article{Zhang_2021,

   title={What is Data Science? An Operational Definition based on Text Mining of Data Science Curricula},
   volume={1},
   ISSN={2574-1284},
   url={http://dx.doi.org/10.35566/jbds/v1n1/p1},
   DOI={10.35566/jbds/v1n1/p1},
   number={1},
   journal={Journal of Behavioral Data Science},
   publisher={International Society for Data Science and Analytics},
   author={Zhang, Zhiyong and Zhang, Danyang},
   year={2021},
   month=may,
   pages={1–16}

}

@article{Liu_2021,

   title={Birds of a Feather Flock Together and Opposites Attract: The Nonlinear Relationship Between Personality and Friendship},
   volume={1},
   ISSN={2574-1284},
   url={http://dx.doi.org/10.35566/jbds/v1n1/p3},
   DOI={10.35566/jbds/v1n1/p3},
   number={1},
   journal={Journal of Behavioral Data Science},
   publisher={International Society for Data Science and Analytics},
   author={Liu, Haiyan and Zhang, Zhiyong},
   year={2021},
   month=may,
   pages={34–52}

}

@article{Kuang_2020,

   title={Fuzzy Cognitive Maps-Based Switched-Mode Power Supply Design Assistant System},
   volume={8},
   ISSN={2169-3536},
   url={http://dx.doi.org/10.1109/ACCESS.2020.3029090},
   DOI={10.1109/access.2020.3029090},
   journal={IEEE Access},
   publisher={Institute of Electrical and Electronics Engineers (IEEE)},
   author={Kuang, Yi and Zhang, Zhiyong Johnny and Duan, Bin and Zhang, Pei},
   year={2020},
   pages={183014–183024}

}

@article{Tong_2019,

   title={Robust Bayesian Approaches in Growth Curve Modeling: Using Student’stDistributions versus a Semiparametric Method},
   volume={27},
   ISSN={1532-8007},
   url={http://dx.doi.org/10.1080/10705511.2019.1683014},
   DOI={10.1080/10705511.2019.1683014},
   number={4},
   journal={Structural Equation Modeling: A Multidisciplinary Journal},
   publisher={Informa UK Limited},
   author={Tong, Xin and Zhang, Zhiyong},
   year={2019},
   month=nov,
   pages={544–560}

}

@article{Qu_2019,

   title={A method of generating multivariate non-normal random numbers with desired multivariate skewness and kurtosis},
   volume={52},
   ISSN={1554-3528},
   url={http://dx.doi.org/10.3758/s13428-019-01291-5},
   DOI={10.3758/s13428-019-01291-5},
   number={3},
   journal={Behavior Research Methods},
   publisher={Springer Science and Business Media LLC},
   author={Qu, Wen and Liu, Haiyan and Zhang, Zhiyong},
   year={2019},
   month=aug,
   pages={939–946}

}

@article{Wilcox_2019,

   title={Bayesian Supervised Topic Modeling with Covariates},
   volume={55},
   ISSN={1532-7906},
   url={http://dx.doi.org/10.1080/00273171.2019.1695568},
   DOI={10.1080/00273171.2019.1695568},
   number={1},
   journal={Multivariate Behavioral Research},
   publisher={Informa UK Limited},
   author={Wilcox, Kenneth Tyler and Jacobucci, Ross and Zhang, Zhiyong},
   year={2019},
   month=dec,
   pages={141–141}

}

@article{Du_2019,

   title={Bayes factor in one-sample tests of means with a sensitivity analysis: A discussion of separate prior distributions},
   volume={51},
   ISSN={1554-3528},
   url={http://dx.doi.org/10.3758/s13428-019-01262-w},
   DOI={10.3758/s13428-019-01262-w},
   number={5},
   journal={Behavior Research Methods},
   publisher={Springer Science and Business Media LLC},
   author={Du, Han and Edwards, Michael C. and Zhang, Zhiyong},
   year={2019},
   month=jun,
   pages={1998–2021}

}

@article{Serang_2018,

   title={On the Correspondence between the Latent Growth Curve and Latent Change Score Models},
   volume={26},
   ISSN={1532-8007},
   url={http://dx.doi.org/10.1080/10705511.2018.1533835},
   DOI={10.1080/10705511.2018.1533835},
   number={4},
   journal={Structural Equation Modeling: A Multidisciplinary Journal},
   publisher={Informa UK Limited},
   author={Serang, Sarfaraz and Grimm, Kevin J. and Zhang, Zhiyong},
   year={2018},
   month=nov,
   pages={623–635}

}

@article{Cain_2018,

   title={Fit for a Bayesian: An Evaluation of PPP and DIC for Structural Equation Modeling},
   volume={26},
   ISSN={1532-8007},
   url={http://dx.doi.org/10.1080/10705511.2018.1490648},
   DOI={10.1080/10705511.2018.1490648},
   number={1},
   journal={Structural Equation Modeling: A Multidisciplinary Journal},
   publisher={Informa UK Limited},
   author={Cain, Meghan K. and Zhang, Zhiyong},
   year={2018},
   month=jul,
   pages={39–50}

}

@article{Yuan_2019,

   title={Fit indices for mean structures with growth curve models.},
   volume={24},
   ISSN={1082-989X},
   url={http://dx.doi.org/10.1037/met0000186},
   DOI={10.1037/met0000186},
   number={1},
   journal={Psychological Methods},
   publisher={American Psychological Association (APA)},
   author={Yuan, Ke-Hai and Zhang, Zhiyong and Deng, Lifang},
   year={2019},
   month=feb,
   pages={36–53}

}

@article{Liu_2018,

   title={Structural Equation Modeling of Social Networks: Specification, Estimation, and Application},
   volume={53},
   ISSN={1532-7906},
   url={http://dx.doi.org/10.1080/00273171.2018.1479629},
   DOI={10.1080/00273171.2018.1479629},
   number={5},
   journal={Multivariate Behavioral Research},
   publisher={Informa UK Limited},
   author={Liu, Haiyan and Jin, Ick Hoon and Zhang, Zhiyong},
   year={2018},
   month=sep,
   pages={714–730}

}

@article{Mai_2018,

   title={Comparing Exploratory Structural Equation Modeling and Existing Approaches for Multiple Regression with Latent Variables},
   volume={25},
   ISSN={1532-8007},
   url={http://dx.doi.org/10.1080/10705511.2018.1444993},
   DOI={10.1080/10705511.2018.1444993},
   number={5},
   journal={Structural Equation Modeling: A Multidisciplinary Journal},
   publisher={Informa UK Limited},
   author={Mai, Yujiao and Zhang, Zhiyong and Wen, Zhonglin},
   year={2018},
   month=mar,
   pages={737–749}

}

@article{Mai_2018,

   title={Software Packages for Bayesian Multilevel Modeling},
   volume={25},
   ISSN={1532-8007},
   url={http://dx.doi.org/10.1080/10705511.2018.1431545},
   DOI={10.1080/10705511.2018.1431545},
   number={4},
   journal={Structural Equation Modeling: A Multidisciplinary Journal},
   publisher={Informa UK Limited},
   author={Mai, Yujiao and Zhang, Zhiyong},
   year={2018},
   month=feb,
   pages={650–658}

}

@article{Cain_2017,

   title={Time and Other Considerations in Mediation Design},
   volume={78},
   ISSN={1552-3888},
   url={http://dx.doi.org/10.1177/0013164417743003},
   DOI={10.1177/0013164417743003},
   number={6},
   journal={Educational and Psychological Measurement},
   publisher={SAGE Publications},
   author={Cain, Meghan K. and Zhang, Zhiyong and Bergeman, C. S.},
   year={2017},
   month=dec,
   pages={952–972}

}

@article{Ke_2017,

   title={Testing autocorrelation and partial autocorrelation: Asymptotic methods versus resampling techniques},
   volume={71},
   ISSN={2044-8317},
   url={http://dx.doi.org/10.1111/bmsp.12109},
   DOI={10.1111/bmsp.12109},
   number={1},
   journal={British Journal of Mathematical and Statistical Psychology},
   publisher={Wiley},
   author={Ke, Zijun and Zhang, Zhiyong (Johnny)},
   year={2017},
   month=sep,
   pages={96–116}

}

@article{Tong_2017,

   title={Outlying Observation Diagnostics in Growth Curve Modeling},
   volume={52},
   ISSN={1532-7906},
   url={http://dx.doi.org/10.1080/00273171.2017.1374824},
   DOI={10.1080/00273171.2017.1374824},
   number={6},
   journal={Multivariate Behavioral Research},
   publisher={Informa UK Limited},
   author={Tong, Xin and Zhang, Zhiyong},
   year={2017},
   month=nov,
   pages={768–788}

}

@article{Zhang_2017,

   title={Bayesian meta-analysis of correlation coefficients through power prior},
   volume={46},
   ISSN={1532-415X},
   url={http://dx.doi.org/10.1080/03610926.2017.1288251},
   DOI={10.1080/03610926.2017.1288251},
   number={24},
   journal={Communications in Statistics - Theory and Methods},
   publisher={Informa UK Limited},
   author={Zhang, Zhiyong and Jiang, Kaifeng and Liu, Haiyan and Oh, In-Sue},
   year={2017},
   month=feb,
   pages={11988–12007}

}

@article{Cain_2016,

   title={Univariate and multivariate skewness and kurtosis for measuring nonnormality: Prevalence, influence and estimation},
   volume={49},
   ISSN={1554-3528},
   url={http://dx.doi.org/10.3758/s13428-016-0814-1},
   DOI={10.3758/s13428-016-0814-1},
   number={5},
   journal={Behavior Research Methods},
   publisher={Springer Science and Business Media LLC},
   author={Cain, Meghan K. and Zhang, Zhiyong and Yuan, Ke-Hai},
   year={2016},
   month=oct,
   pages={1716–1735}

}

@article{Liu_2017,

   title={Logistic regression with misclassification in binary outcome variables: a method and software},
   volume={44},
   ISSN={1349-6964},
   url={http://dx.doi.org/10.1007/s41237-017-0031-y},
   DOI={10.1007/s41237-017-0031-y},
   number={2},
   journal={Behaviormetrika},
   publisher={Springer Science and Business Media LLC},
   author={Liu, Haiyan and Zhang, Zhiyong},
   year={2017},
   month=jul,
   pages={447–476}

}

@article{Yuan_2017,

   title={Reliable and More Powerful Methods for Power Analysis in Structural Equation Modeling},
   volume={24},
   ISSN={1532-8007},
   url={http://dx.doi.org/10.1080/10705511.2016.1276836},
   DOI={10.1080/10705511.2016.1276836},
   number={3},
   journal={Structural Equation Modeling: A Multidisciplinary Journal},
   publisher={Informa UK Limited},
   author={Yuan, Ke-Hai and Zhang, Zhiyong and Zhao, Yanyun},
   year={2017},
   month=feb,
   pages={315–330}

}

@article{Cheung_2015,

   title={Trivariate Modeling of Interparental Conflict and Adolescent Emotional Security: An Examination of Mother–Father–Child Dynamics},
   volume={45},
   ISSN={1573-6601},
   url={http://dx.doi.org/10.1007/s10964-015-0406-x},
   DOI={10.1007/s10964-015-0406-x},
   number={11},
   journal={Journal of Youth and Adolescence},
   publisher={Springer Science and Business Media LLC},
   author={Cheung, Rebecca Y. M. and Cummings, E. Mark and Zhang, Zhiyong and Davies, Patrick T.},
   year={2015},
   month=dec,
   pages={2336–2352}

}

@article{Liu_2015,

   title={Comparison of Inverse Wishart and Separation-Strategy Priors for Bayesian Estimation of Covariance Parameter Matrix in Growth Curve Analysis},
   volume={23},
   ISSN={1532-8007},
   url={http://dx.doi.org/10.1080/10705511.2015.1057285},
   DOI={10.1080/10705511.2015.1057285},
   number={3},
   journal={Structural Equation Modeling: A Multidisciplinary Journal},
   publisher={Informa UK Limited},
   author={Liu, Haiyan and Zhang, Zhiyong and Grimm, Kevin J.},
   year={2015},
   month=sep,
   pages={354–367}

}

@article{Zhang_2015,

   title={Modeling error distributions of growth curve models through Bayesian methods},
   volume={48},
   ISSN={1554-3528},
   url={http://dx.doi.org/10.3758/s13428-015-0589-9},
   DOI={10.3758/s13428-015-0589-9},
   number={2},
   journal={Behavior Research Methods},
   publisher={Springer Science and Business Media LLC},
   author={Zhang, Zhiyong},
   year={2015},
   month=may,
   pages={427–444}

}

@article{Zhang_2015,

   title={Robust Coefficients Alpha and Omega and Confidence Intervals With Outlying Observations and Missing Data: Methods and Software},
   volume={76},
   ISSN={1552-3888},
   url={http://dx.doi.org/10.1177/0013164415594658},
   DOI={10.1177/0013164415594658},
   number={3},
   journal={Educational and Psychological Measurement},
   publisher={SAGE Publications},
   author={Zhang, Zhiyong and Yuan, Ke-Hai},
   year={2015},
   month=jul,
   pages={387–411}

}

@article{Serang_2014,

   title={Evaluation of a Bayesian Approach to Estimating Nonlinear Mixed-Effects Mixture Models},
   volume={22},
   ISSN={1532-8007},
   url={http://dx.doi.org/10.1080/10705511.2014.937322},
   DOI={10.1080/10705511.2014.937322},
   number={2},
   journal={Structural Equation Modeling: A Multidisciplinary Journal},
   publisher={Informa UK Limited},
   author={Serang, Sarfaraz and Zhang, Zhiyong and Helm, Jonathan and Steele, Joel S. and Grimm, Kevin J.},
   year={2014},
   month=dec,
   pages={202–215}

}

@article{Yuan_2014,

   title={Bias and Efficiency for SEM With Missing Data and Auxiliary Variables: Two-Stage Robust Method Versus Two-Stage ML},
   volume={22},
   ISSN={1532-8007},
   url={http://dx.doi.org/10.1080/10705511.2014.935750},
   DOI={10.1080/10705511.2014.935750},
   number={2},
   journal={Structural Equation Modeling: A Multidisciplinary Journal},
   publisher={Informa UK Limited},
   author={Yuan, Ke-Hai and Tong, Xin and Zhang, Zhiyong},
   year={2014},
   month=sep,
   pages={178–192}

}

@article{Bernard_2014,

   title={Examining Change in Cortisol Patterns During the 10‐Week Transition to a New Child‐Care Setting},
   volume={86},
   ISSN={1467-8624},
   url={http://dx.doi.org/10.1111/cdev.12304},
   DOI={10.1111/cdev.12304},
   number={2},
   journal={Child Development},
   publisher={Wiley},
   author={Bernard, Kristin and Peloso, Elizabeth and Laurenceau, Jean‐Philippe and Zhang, Zhiyong and Dozier, Mary},
   year={2014},
   month=oct,
   pages={456–471}

}

@article{Merluzzi_2015,

   title={Perceived discrimination, coping, and quality of life for African-American and Caucasian persons with cancer.},
   volume={21},
   ISSN={1099-9809},
   url={http://dx.doi.org/10.1037/a0037543},
   DOI={10.1037/a0037543},
   number={3},
   journal={Cultural Diversity & Ethnic Minority Psychology},
   publisher={American Psychological Association (APA)},
   author={Merluzzi, Thomas V. and Philip, Errol J. and Zhang, Zhiyong and Sullivan, Courtney},
   year={2015},
   month=jul,
   pages={337–344}

}

@article{Zhang_2014,

   title={Using R Package RAMpath for Tracing SEM Path Diagrams and Conducting Complex Longitudinal Data Analysis},
   volume={22},
   ISSN={1532-8007},
   url={http://dx.doi.org/10.1080/10705511.2014.935257},
   DOI={10.1080/10705511.2014.935257},
   number={1},
   journal={Structural Equation Modeling: A Multidisciplinary Journal},
   publisher={Informa UK Limited},
   author={Zhang, Zhiyong and Hamagami, Fumiaki and Grimm, Kevin J. and McArdle, John J.},
   year={2014},
   month=sep,
   pages={132–147}

}

@article{Hardy_2014,

   title={Daily religious involvement, spirituality, and moral emotions.},
   volume={6},
   ISSN={1941-1022},
   url={http://dx.doi.org/10.1037/a0037293},
   DOI={10.1037/a0037293},
   number={4},
   journal={Psychology of Religion and Spirituality},
   publisher={American Psychological Association (APA)},
   author={Hardy, Sam A. and Zhang, Zhiyong and Skalski, Jonathan E. and Melling, Brent S. and Brinton, Chauncy T.},
   year={2014},
   month=nov,
   pages={338–348}

}

@article{Tong_2014,

   title={Evaluation of Test Statistics for Robust Structural Equation Modeling With Nonnormal Missing Data},
   volume={21},
   ISSN={1532-8007},
   url={http://dx.doi.org/10.1080/10705511.2014.919820},
   DOI={10.1080/10705511.2014.919820},
   number={4},
   journal={Structural Equation Modeling: A Multidisciplinary Journal},
   publisher={Informa UK Limited},
   author={Tong, Xin and Zhang, Zhiyong and Yuan, Ke-Hai},
   year={2014},
   month=jul,
   pages={553–565}

}

@article{Zhang_2014,

   title={WebBUGS: Conducting Bayesian Statistical Analysis Online},
   volume={61},
   ISSN={1548-7660},
   url={http://dx.doi.org/10.18637/jss.v061.i07},
   DOI={10.18637/jss.v061.i07},
   number={7},
   journal={Journal of Statistical Software},
   publisher={Foundation for Open Access Statistic},
   author={Zhang, Zhiyong},
   year={2014}

}

@article{Zhang_2013,

   title={Monte Carlo based statistical power analysis for mediation models: methods and software},
   volume={46},
   ISSN={1554-3528},
   url={http://dx.doi.org/10.3758/s13428-013-0424-0},
   DOI={10.3758/s13428-013-0424-0},
   number={4},
   journal={Behavior Research Methods},
   publisher={Springer Science and Business Media LLC},
   author={Zhang, Zhiyong},
   year={2013},
   month=dec,
   pages={1184–1198}

}

@article{Song_2014,

   title={Analyzing Multiple Multivariate Time Series Data Using Multilevel Dynamic Factor Models},
   volume={49},
   ISSN={1532-7906},
   url={http://dx.doi.org/10.1080/00273171.2013.851018},
   DOI={10.1080/00273171.2013.851018},
   number={1},
   journal={Multivariate Behavioral Research},
   publisher={Informa UK Limited},
   author={Song, Hairong and Zhang, Zhiyong},
   year={2014},
   month=jan,
   pages={67–77}

}

@article{Lu_2014,

   title={Robust growth mixture models with non-ignorable missingness: Models, estimation, selection, and application},
   volume={71},
   ISSN={0167-9473},
   url={http://dx.doi.org/10.1016/j.csda.2013.07.036},
   DOI={10.1016/j.csda.2013.07.036},
   journal={Computational Statistics & Data Analysis},
   publisher={Elsevier BV},
   author={Lu, Zhenqiu (Laura) and Zhang, Zhiyong},
   year={2014},
   month=mar,
   pages={220–240}

}

@article{Tong_2014,

   title={Abstract: Semiparametric Bayesian Modeling With Application in Growth Curve Analysis},
   volume={49},
   ISSN={1532-7906},
   url={http://dx.doi.org/10.1080/00273171.2014.912928},
   DOI={10.1080/00273171.2014.912928},
   number={3},
   journal={Multivariate Behavioral Research},
   publisher={Informa UK Limited},
   author={Tong, Xin and Zhang, Zhiyong},
   year={2014},
   month=may,
   pages={299–299}

}

@article{Zhang_2013,

   title={Bayesian growth curve models with the generalized error distribution},
   volume={40},
   ISSN={1360-0532},
   url={http://dx.doi.org/10.1080/02664763.2013.796348},
   DOI={10.1080/02664763.2013.796348},
   number={8},
   journal={Journal of Applied Statistics},
   publisher={Informa UK Limited},
   author={Zhang, Zhiyong},
   year={2013},
   month=aug,
   pages={1779–1795}

}

@article{Grimm_2013,

   title={Measurement Models, Estimation, and the Study of Change},
   volume={20},
   ISSN={1532-8007},
   url={http://dx.doi.org/10.1080/10705511.2013.797837},
   DOI={10.1080/10705511.2013.797837},
   number={3},
   journal={Structural Equation Modeling: A Multidisciplinary Journal},
   publisher={Informa UK Limited},
   author={Grimm, Kevin J. and Kuhl, Anthony P. and Zhang, Zhiyong},
   year={2013},
   month=jul,
   pages={504–517}

}

@article{Philip_2012,

   title={Depression and cancer survivorship: importance of coping self‐efficacy in post‐treatment survivors},
   volume={22},
   ISSN={1099-1611},
   url={http://dx.doi.org/10.1002/pon.3088},
   DOI={10.1002/pon.3088},
   number={5},
   journal={Psycho-Oncology},
   publisher={Wiley},
   author={Philip, Errol J. and Merluzzi, Thomas V. and Zhang, Zhiyong and Heitzmann, Carolyn A.},
   year={2012},
   month=may,
   pages={987–994}

}

@article{Grimm_2013,

   title={Modeling Nonlinear Change via Latent Change and Latent Acceleration Frameworks: Examining Velocity and Acceleration of Growth Trajectories},
   volume={48},
   ISSN={1532-7906},
   url={http://dx.doi.org/10.1080/00273171.2012.755111},
   DOI={10.1080/00273171.2012.755111},
   number={1},
   journal={Multivariate Behavioral Research},
   publisher={Informa UK Limited},
   author={Grimm, Kevin and Zhang, Zhiyong and Hamagami, Fumiaki and Mazzocco, Michèle},
   year={2013},
   month=jan,
   pages={117–143}

}

@article{Zhang_2013,

   title={Bayesian Inference and Application of Robust Growth Curve Models Using Student’stDistribution},
   volume={20},
   ISSN={1532-8007},
   url={http://dx.doi.org/10.1080/10705511.2013.742382},
   DOI={10.1080/10705511.2013.742382},
   number={1},
   journal={Structural Equation Modeling: A Multidisciplinary Journal},
   publisher={Informa UK Limited},
   author={Zhang, Zhiyong and Lai, Keke and Lu, Zhenqiu and Tong, Xin},
   year={2013},
   month=jan,
   pages={47–78}

}

@article{Zhang_2013,

   title={Methods for Mediation Analysis with Missing Data},
   volume={78},
   ISSN={1860-0980},
   url={http://dx.doi.org/10.1007/s11336-012-9301-5},
   DOI={10.1007/s11336-012-9301-5},
   number={1},
   journal={Psychometrika},
   publisher={Cambridge University Press (CUP)},
   author={Zhang, Zhiyong and Wang, Lijuan},
   year={2013},
   month=jan,
   pages={154–184}

}

@article{Yuan_2012,

   title={Robust Structural Equation Modeling with Missing Data and Auxiliary Variables},
   volume={77},
   ISSN={1860-0980},
   url={http://dx.doi.org/10.1007/s11336-012-9282-4},
   DOI={10.1007/s11336-012-9282-4},
   number={4},
   journal={Psychometrika},
   publisher={Cambridge University Press (CUP)},
   author={Yuan, Ke-Hai and Zhang, Zhiyong},
   year={2012},
   month=oct,
   pages={803–826}

}

@article{Tong_2012,

   title={Diagnostics of Robust Growth Curve Modeling Using Student’stDistribution},
   volume={47},
   ISSN={1532-7906},
   url={http://dx.doi.org/10.1080/00273171.2012.692614},
   DOI={10.1080/00273171.2012.692614},
   number={4},
   journal={Multivariate Behavioral Research},
   publisher={Informa UK Limited},
   author={Tong, Xin and Zhang, Zhiyong},
   year={2012},
   month=jul,
   pages={493–518}

}

@article{Yuan_2012,

   title={Structural Equation Modeling Diagnostics Using R Package semdiag and EQS},
   volume={19},
   ISSN={1532-8007},
   url={http://dx.doi.org/10.1080/10705511.2012.713282},
   DOI={10.1080/10705511.2012.713282},
   number={4},
   journal={Structural Equation Modeling: A Multidisciplinary Journal},
   publisher={Informa UK Limited},
   author={Yuan, Ke-Hai and Zhang, Zhiyong},
   year={2012},
   month=oct,
   pages={683–702}

}

@article{Zhang_2012,

   title={A note on the robustness of a full Bayesian method for nonignorable missing data analysis},
   volume={26},
   ISSN={0103-0752},
   url={http://dx.doi.org/10.1214/10-BJPS132},
   DOI={10.1214/10-bjps132},
   number={3},
   journal={Brazilian Journal of Probability and Statistics},
   publisher={Institute of Mathematical Statistics},
   author={Zhang, Zhiyong and Wang, Lijuan},
   year={2012}, month=aug

}

@article{Zhang_2012,

   title={Growth rate models: emphasizing growth rate analysis through growth curve modeling},
   volume={39},
   ISSN={1360-0532},
   url={http://dx.doi.org/10.1080/02664763.2011.644528},
   DOI={10.1080/02664763.2011.644528},
   number={6},
   journal={Journal of Applied Statistics},
   publisher={Informa UK Limited},
   author={Zhang, Zhiyong and McArdle, John J. and Nesselroade, John R.},
   year={2012},
   month=jun,
   pages={1241–1262}

}

@article{Tong_2011,

   title={Abstract: Evaluation of Test Statistics for Robust Structural Equation Modeling With Nonnormal Missing Data},
   volume={46},
   ISSN={1532-7906},
   url={http://dx.doi.org/10.1080/00273171.2011.636715},
   DOI={10.1080/00273171.2011.636715},
   number={6},
   journal={Multivariate Behavioral Research},
   publisher={Informa UK Limited},
   author={Tong, Xin and Zhang, Zhiyong and Yuan, Ke-Hai},
   year={2011},
   month=nov,
   pages={1016–1016}

}

@article{Wang_2011,

   title={Estimating and Testing Mediation Effects with Censored Data},
   volume={18},
   ISSN={1532-8007},
   url={http://dx.doi.org/10.1080/10705511.2011.534324},
   DOI={10.1080/10705511.2011.534324},
   number={1},
   journal={Structural Equation Modeling: A Multidisciplinary Journal},
   publisher={Informa UK Limited},
   author={Wang, Lijuan and Zhang, Zhiyong},
   year={2011},
   month=jan,
   pages={18–34}

}

@article{Hardy_2011,

   title={Parenting and the socialization of religiousness and spirituality.},
   volume={3},
   ISSN={1941-1022},
   url={http://dx.doi.org/10.1037/a0021600},
   DOI={10.1037/a0021600},
   number={3},
   journal={Psychology of Religion and Spirituality},
   publisher={American Psychological Association (APA)},
   author={Hardy, Sam A. and White, Jennifer A. and Zhang, Zhiyong and Ruchty, Joshua},
   year={2011},
   month=aug,
   pages={217–230}

}

@article{Lu_2011,

   title={Bayesian Inference for Growth Mixture Models with Latent Class Dependent Missing Data},
   volume={46},
   ISSN={1532-7906},
   url={http://dx.doi.org/10.1080/00273171.2011.589261},
   DOI={10.1080/00273171.2011.589261},
   number={4},
   journal={Multivariate Behavioral Research},
   publisher={Informa UK Limited},
   author={Lu, Zhenqiu Laura and Zhang, Zhiyong and Lubke, Gitta},
   year={2011},
   month=jul,
   pages={567–597}

}

@article{Zhang_2011,

   title={Higher-Order Factor Invariance and Idiographic Mapping of Constructs to Observables},
   volume={15},
   ISSN={1532-480X},
   url={http://dx.doi.org/10.1080/10888691.2011.618099},
   DOI={10.1080/10888691.2011.618099},
   number={4},
   journal={Applied Developmental Science},
   publisher={Informa UK Limited},
   author={Zhang, Zhiyong and Browne, Michael W. and Nesselroade, John R.},
   year={2011},
   month=oct,
   pages={186–200}

}

@article{Lu_2010,

   title={Abstract: Bayesian Inference for Growth Mixture Models With Nonignorable Missing Data},
   volume={45},
   ISSN={1532-7906},
   url={http://dx.doi.org/10.1080/00273171.2010.534381},
   DOI={10.1080/00273171.2010.534381},
   number={6},
   journal={Multivariate Behavioral Research},
   publisher={Informa UK Limited},
   author={Lu, Zhenqiu Laura and Zhang, Zhiyong Johnny and Lubke, Gitta},
   year={2010},
   month=nov,
   pages={1028–1029}

}

@article{Winter_2009,

   title={Measuring Circadian Advantage in Major League Baseball: A 10-Year Retrospective Study},
   volume={4},
   ISSN={1555-0273},
   url={http://dx.doi.org/10.1123/ijspp.4.3.394},
   DOI={10.1123/ijspp.4.3.394},
   number={3},
   journal={International Journal of Sports Physiology and Performance},
   publisher={Human Kinetics},
   author={Winter, W. Christopher and Hammond, William R. and Green, Noah H. and Zhang, Zhiyong and Bliwise, Donald L.},
   year={2009},
   month=sep,
   pages={394–401}

}

@article{Hamaker_2009,

   title={Using Threshold Autoregressive Models to Study Dyadic Interactions},
   volume={74},
   ISSN={1860-0980},
   url={http://dx.doi.org/10.1007/s11336-009-9113-4},
   DOI={10.1007/s11336-009-9113-4},
   number={4},
   journal={Psychometrika},
   publisher={Cambridge University Press (CUP)},
   author={Hamaker, Ellen L. and Zhang, Zhiyong and van der Maas, Han L. J.},
   year={2009},
   month=dec,
   pages={727–745}

}

@article{Zhang_2009,

   title={Statistical power analysis for growth curve models using SAS},
   volume={41},
   ISSN={1554-3528},
   url={http://dx.doi.org/10.3758/BRM.41.4.1083},
   DOI={10.3758/brm.41.4.1083},
   number={4},
   journal={Behavior Research Methods},
   publisher={Springer Science and Business Media LLC},
   author={Zhang, Zhiyong and Wang, Lijuan},
   year={2009},
   month=nov,
   pages={1083–1094}

}

@article{Zhang_2008,

   title={Comparisons of Four Methods for Estimating a Dynamic Factor Model},
   volume={15},
   ISSN={1532-8007},
   url={http://dx.doi.org/10.1080/10705510802154281},
   DOI={10.1080/10705510802154281},
   number={3},
   journal={Structural Equation Modeling: A Multidisciplinary Journal},
   publisher={Informa UK Limited},
   author={Zhang, Zhiyong and Hamaker, Ellen L. and Nesselroade, John R.},
   year={2008},
   month=jul,
   pages={377–402}

}

@article{Zhang_2008,

   title={A SAS Interface for Bayesian Analysis With WinBUGS},
   volume={15},
   ISSN={1532-8007},
   url={http://dx.doi.org/10.1080/10705510802339106},
   DOI={10.1080/10705510802339106},
   number={4},
   journal={Structural Equation Modeling: A Multidisciplinary Journal},
   publisher={Informa UK Limited},
   author={Zhang, Zhiyong and McArdle, John J. and Wang, Lijuan and Hamagami, Fumiaki},
   year={2008},
   month=oct,
   pages={705–728}

}

@article{Wang_2008,

   title={Investigating Ceiling Effects in Longitudinal Data Analysis},
   volume={43},
   ISSN={1532-7906},
   url={http://dx.doi.org/10.1080/00273170802285941},
   DOI={10.1080/00273170802285941},
   number={3},
   journal={Multivariate Behavioral Research},
   publisher={Informa UK Limited},
   author={Wang, Lijuan and Zhang, Zhiyong and McArdle, John J. and Salthouse, Timothy A.},
   year={2008},
   month=sep,
   pages={476–496}

}

@article{Zhang_2007,

   title={Correlates of individual, and age-related, differences in short-term learning},
   volume={17},
   ISSN={1041-6080},
   url={http://dx.doi.org/10.1016/j.lindif.2007.01.004},
   DOI={10.1016/j.lindif.2007.01.004},
   number={3},
   journal={Learning and Individual Differences},
   publisher={Elsevier BV},
   author={Zhang, Zhiyong and Davis, Hasker P. and Salthouse, Timothy A. and Tucker-Drob, Elliot M.},
   year={2007},
   month=jul,
   pages={231–240}

}

@article{Zhang_2007,

   title={Bayesian analysis of longitudinal data using growth curve models},
   volume={31},
   ISSN={1464-0651},
   url={http://dx.doi.org/10.1177/0165025407077764},
   DOI={10.1177/0165025407077764},
   number={4},
   journal={International Journal of Behavioral Development},
   publisher={SAGE Publications},
   author={Zhang, Zhiyong and Hamagami, Fumiaki and Lijuan Wang, Lijuan and Nesselroade, John R. and Grimm, Kevin J.},
   year={2007},
   month=jul,
   pages={374–383}

}

@article{Zhang_2007,

   title={Bayesian Estimation of Categorical Dynamic Factor Models},
   volume={42},
   ISSN={1532-7906},
   url={http://dx.doi.org/10.1080/00273170701715998},
   DOI={10.1080/00273170701715998},
   number={4},
   journal={Multivariate Behavioral Research},
   publisher={Informa UK Limited},
   author={Zhang, Zhiyong and Nesselroade, John R.},
   year={2007},
   month=dec,
   pages={729–756}

}