Vol. 2 No. 2 (2022): Volume 2 Number 2

View Vol. 2 No. 2 (2022): Volume 2 Number 2

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DOI: https://doi.org/10.35566/jbds/v2n2

Published: 2022-12-19

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Theory and Methods

Disentangling the Influence of Data Contamination in Growth Curve Modeling: A Median Based Bayesian Approach

Tonghao Zhang, Xin Tong*, Jianhui Zhou

1-22
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A New Bayesian Structural Equation Modeling Approach with Priors on the Covariance Matrix Parameter

Haiyan Liu*, Wen Qu, Zhiyong Zhang, Hao Wu

23-46
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The Performances of Gelman-Rubin and Geweke's Convergence Diagnostics of Monte Carlo Markov Chains in Bayesian Analysis

Han Du*, Zijun Ke, Ge Jiang, Sijia Huang

47-72
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Relative Predictive Performance of Treatments of Ordinal Outcome Variables across Machine Learning Algorithms and Class Distributions

Honoka Suzuki*, Oscar Gonzalez

73-98
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Tutorials

Handling Ignorable and Non-ignorable Missing Data through Bayesian Methods in JAGS

Ziqian Xu*

99-126
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A Tutorial on Bayesian Latent Class Analysis Using JAGS

Meng Qiu*

127-155
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A Tutorial on Bayesian Analysis of Count Data Using JAGS

Sijing Shao*

156-173
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