Develop novel statistical methods for analyzing problem-solving process (web-log) data.
Develop novel statistical models for analyzing spatial transcriptomics data.
Develop novel statistical/machine learning models for analyzing social influence and selection.
Develop novel visualization methods for topic model using network model.
Apply network item response modeling approach to political item responses.
Develop novel causal network mediation analysis methods.
Review for the network interference in causal inference.
Review the network scale-up method and apply this method to item response.
Complete the article: "Bayesian spatial hierarchical models for dental survey model."
Complete the article: "Effects of past-stigma and psychological covariates on the present-stigma."
Develop the computational algorithms for the models with doubly-intractable normalizing constants using graph neural networks
Develop the network mediation analysis using graph neural networks.
Develop the model for learning social networks from text data.
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