@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 10â€Week Transition to a New Childâ€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, Jeanâ€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 selfâ€efficacy in postâ€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}
}