The MIDAS affiliate faculty community consists of over 420 U-M faculty members from over 60 departments.
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Autonomic control of complex cyberphysical systems
Causal inference for longitudinal data
Integrating data on environmental change and ecological communities
Metadata for demographic behavior, research transparency and data security
Intelligent transportation, autonomous vehicles, connected vehicles, mobility
Biomedical Informatics, Deep Learning, Electronic Health Records, Natural language processing, Signal and Image Processing, Wearable Devices, machine learning, optimization
Markov Chain Monte Carlo methods in regression and graphical models
Bioinformatics in psychiatric pharmacogenomics; high-throughput image analysis.
Design and Analysis of Experiments, Econometrics, Partial Identification, statistical inference
mechanistic models of infectious disease
High-dimensional modeling and Bayesian inference
Statistical signal processing and optimization with large data.
Asymptotics, empirical process theory, graphical networks, threshold and boundary estimation
Machine learning and statistical analysis of healthcare delivery and outcomes
Signal processing and impact of mobile devices on consumer behavior