Postgraduate Scientist
National Center for Atmospheric Research
Aug 2010 - Apr 2013 (2 years 9 months)
Developed statistical methodology for collaborative projects including uncertainty quantification, climate modeling, and public health.
• Utilized Bayesian Hierarchical Modeling, Gaussian Markov Random Fields, and non-parametric time series analysis to characterize complex spatial and temporal fields.
• Led statistical survey design, sampling strategy, and survey analysis as part of a NASA grant to study the relationship between adaptive capacity, social capital, and vulnerability to extreme heat. Methodology included multidimensional scaling and generalized linear models.
• Used Bayesian methods to estimate uncertainty of climate ensembles from the North American Climate Change Assessment Program, while accounting for underlying model corr