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biostatistics, educational statistics, latent variable models, missing data methods, multilevel models, generalized linear latent and mixed models, hierarchical models, longitudinal data, Item response models, structural equation models

targeted learning, real-world data integration in RCTs, sequential adaptive designs, computational biology and genomics, censored data and survival analysis, medical research, inference in longitudinal studies

nonparametric and high-dimensional statistics, shape constrained statistical estimation, empirical processes, statistical information theory

statistics, machine learning, semiparametric models, asymptotic theory, hidden Markov models, applications to molecular biology

statistics, empirical process, high-dimensional modeling, technology in education

machine learning, variational inference, Bayesian methods, robustness quantification, applied statistics