Research Interests: Spatial statistics, regression analysis, computational methods, functional data, spatio-temporal statistics, computer model calibration
Research Interests: Financial mathematics, risk analysis, quantitative analysis, time series, biomedical applications.
Research Interests: Data science, statistics for big or high-dimensional data, simultaneous inference, multiple comparisons, selection bias, measurement errors, mixtures, causal inference, semi and nonparametric analysis, machine learning, biostatistics, random fields, crowdsourcing, EHR and Text analysis, the interface of statistics and computer science, and other interdisciplinary work.
Research Interests: Nonparametric statistics, geometric data analysis, machine learning, extreme value theory
Research Interests: Statistical computing, extreme value theory, biometric human recognition.
Research Interests: Agile transformation, software metrics, software quality assessment and prediction, user experience research, requirements engineering, educational technology, computer science education, and software architecture
Research Interests: Bioinformatics and biopharmaceutical statistics, robust inference, branching process, risk theory.
Research Interests: Biostatistics, modern inference, probability theory, stochastic processes.
Research Interests: Investigating the relationship between brain structure, activity, and function from the cellular level to the circuit level