Research Areas
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Faculty |
Research Areas |
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Bayesian statistics, machine learning, high-dimensional variable selection, bioinformatics |
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| Statistical inference for large data, Statistical guarantees of machine learning methods, Econometrics. | |
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Bayesian analysis, small area estimation, survival analysis, sampling survey, spatio-temporal models |
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Time series analysis, spatio-temporal models, econometrics, Bayesian methodology |
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Statistical methods for the analysis of data from biological experiments, design and analysis of microarray and next generation sequencing experiments, consulting |
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Categorical data analysis, nonparametric, statistical consulting, statistical distance education |
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Bayesian methods of estimation and computation, multivariate analysis, spatial temporal statistics, point process theory and applications |
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Undergraduate education, curriculum development, statistical consulting |
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Spatial statistics, Bayesian statistics, environmental and ecological applications |
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Failure time data modeling and analysis, optimal experimental design, statistical learning and data mining |
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Bayesian statistics, noninformative priors, space-time modelling |
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Biostatistics, survival analysis, longitudinal data analysis, chemometrics |
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Time series, resampling methods |
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Spatio-temporal models, dynamical models, Bayesian hierarchical methods, environmental and ecological statistics |