Merlise A Clyde, Associate Professor of Statistical Science
- Contact Info:
- 223E Old Chemistry Bldg.
- 919 681-8440
- clyde@stat.duke.edu
- Personal Web Page:
- http://www.stat.duke.edu/~clyde
- Office Hours:
- Wednesday after class, or by appointment
- Education:
- PhD, University of Minnesota, 1993
- MS, University of California, Riverside, 1988
- MS, University of Alberta, 1986
- BS, Oregon State University, 1985
- Research Interests: Model Choice, Experimental Design, Proteomics, Environmental Statistics
Model uncertainty and choice in prediction and variable selection problems for linear, generalized linear models and multivariate models. Bayesian Model Averaging. Prior distributions for model selection and model averaging. Wavelets and adaptive kernel non-parametric function estimation. Spatial statistics. Experimental design for nonlinear models. Applications in proteomics, bioinformatics, astro-statistics, air pollution and health effects, and environmental sciences.
- Recent Publications
(More Publications)
- House, L. and Clyde, M. and Huang,Y-C.. "Bayesian Identification of Differential Gene Expression Induced by Metals in Human Bronchial Epithelial Cells." Bayesisan Analysis 1.1 (2005): 105-120. [pdf]
- Liang, F. and Paulo, R. and Molina, G. and Clyde, M. and Berger, J.O.. "Mixtures of g-priors for Bayesian Variable Selection." ISDS Discussion Paper 05-12 (Preprint, 2005). [pdf] [abs]
- Clyde, M. and Littman. "Bayesian Adaptive Sampling for Bayesian Variable Selection." (Preprint, 2004).
- Merlise Clyde and E. I. George. "Model Uncertainty." Statistical Science 19 (2004): 81--94. [pdf]
- Clyde, Merlise. "Discussion of "Frequentist and Bayesian Multiple Testing" by C. Genoviese and L. Wasserman." Bayesian Statistics 7 -- Proceedings of the Seventh Valencia International Meeting (2003).
Typical Courses Taught: