Merlise Clyde

Professor of Statistical Science

• 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 non-parametric function estimation
• Functional data analysis
• Spatial Temporal models
• Experimental design
• Applications in air pollution and health effects, environmental sciences, proteomics, bioinformatics and medical devices