Intelligent knowledge acquisition systems: from descriptive to predictive models 

Causality and consistency in electrophysiological signals 

Multiscale spike-field network causality identification 

Process data analytics and monitoring based on causality analysis techniques 

Modeling social causality and social judgment in multi-agent interactions 

Statistical methods for causal inference and densely dependent random sums 

Nonlinear modeling of causal interrelationships in neuronal ensembles: an application to the rat hippocampus 

Essays on causal inference 

Statistical insights into deep learning and flexible causal inference 

Leveraging sparsity in theoretical and applied machine learning and causal inference 

Exploring threats to causal inference in empirical education research 

Identifying novel combination for multidrug-resistant neuroblastoma with TP53 mutations 

Essays on the econometrics of program evaluation 

The affective framing of tort reform: toward a theory of the mediating effects of emotion on attitude formation 

Essays on econometrics 

Estimation of treatment effects in randomized clinical trials which involve non-trial departures 

Signal processing methods for brain connectivity 

Towards trustworthy and data-driven social interventions 

Mapping epigenetic and epistatic components of heritability in natural population 

Human and machine probabilistic estimation for decision analysis 

Commercialization of logistics infrastructure as an offline platform 

Essays on the microeconomic effects of taxation policies 

Hierarchical approaches for joint analysis of marginal summary statistics 

Healthcare provider recommendations: a panacea to improving influenza vaccination rates? 

The causal-effect of childhood obesity on asthma in young and adolescent children