Faculty |
Research Interests |
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High dimension low sample size problems, Statistical learning |
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Probability: Limit theorems, Self-similar processes, Wiener chaos, Statistics: Long-range dependence, Time series, Resampling |
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Symbolic Data, Epidemic Theory , AIDS , Time Series , Sequential Analysis |
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Dimension Reduction, Optimization, Statistical Consulting |
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Small Area Estimation , Survey Sampling , Baysian Analysis , Bayes-Frequentist Interface , Likelihood Inference , Multivariate Analysis , Asymptotics , Linear Models , Development of Non-subjective Priors |
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Generalized Linear and Nonlinear Regression Models, Analysis of Clustered Data, Mixture Models |
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Social Networks, Machine Learning, Rare and Weak Signals in Big Data, Quantitative Evaluation of Academic Research, Variable/Feature Selection |
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My research interests include phylogenetics, modeling biological data, statistical analysis of molecular data, and parallel computing. I am particularly interested in reconstructing species phylogenies from multilocus sequences., I and my colleagues have developed several phylogenetic methods for estimating the evolutionary history of species. |
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Bioinformatics, Functional Data Analysis, Geophysics |
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Design of Experiments, Applied Statistics, Optimization and Genetic Algorithms |
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Multiscale Analysis, Nonparametric Function Estimation, Statistical Learning |
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Statistical Consulting, Phlylogenetics, Climate Modeling |
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Gene Mapping of Complex Traits, Mathematical Models of Evolution, Statistical Approaches in Proteomics |
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Properties and applications of seasonal time series, Applying image models to social networks, Properties of the maximum pseudo-likelihood estimate for Markov random fields |
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Sequential estimation, branching processes , bootstrap , adaptive designs , linear and nonlinear time series |
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Computer Experiments (space-filling design, Lating hypercube design), Experimental Designs (orthogonal array, supersaturated design), Drug Combination Experiments, Modeling (Kriging model, Sparse model), Big Data Technique |
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Bioinformatics, Big Data Analysis |