Kuan Liu

Biomedical and health informatics, Epidemiology, Genomics and precision/personalized medicine, Outcome assessment, healthcare, Children and youth, Marginalized and racialized groups, Older adults, Hospital, Long-term care, Chronic diseases, Critical care, Mental health and addiction, Pharmacology and toxicology, Rheumatology, Data science methods, Statistical methods, Health care quality, Clinical reasoning and decision making, Evidence-based health care, Bayesian methods in the design and analysis of longitudinal observational studies and real-world clinical trials, causal inference, applied Bayesian statistics, longitudinal data analysis, measurement errors and bias analysis, semi-parametric and parametric joint modelling, Bayesian causal inference methods and software tools for complex observational data, Statistical approaches and frameworks to address violations of causal assumptions, Bayesian methods for the design and analysis of clinical trials, Environmental Health and Healthy cognitive aging and dementia prevention, Comparative effectiveness research in critical care and pediatric medicine