I am interested in all of applied statistics! I like to tackle meaningful problems in biomedical and social science data, and I also like to work in areas related to data sharing, including data privacy and other methods for reproducible research.

Statistical Data Privacy

• Synthetic data
• Developing privacy methods for complicated data (spatial, longitudinal, zero-inflated, etc.)
• Privacy-preserving statistical inference
• Deploying privacy methods and user education
• Ethics of privacy

Statistical methods

• Statistical methods for zero-inflated data
• Analysis of sequence count data (e.g. microbiome data)
• Distributed data techniques
• Data reduction
• Natural language processing
• Time series