Code and Data
- Claims Analysis of Twins Correlation and Heritability
We estimate the relative contribution of genetics and shared environment in 560 phenotypes in a large health insurance cohort consistenting of ~60,000 twins and ~500,000 siblings.
GitHub | Paper in press
- Vibration of Effects
How do inferences change based on the parameters of statistical models? Estimate the distribution of association sizes, and p-values based on model selection, called the Vibration of Effects (VoE).
- Aether: A scalable for cost-efficient cloud computing for (meta)genomics
GitHub | Paper
- HIV+ Prediction in Zambia
A data-driven approach to identify risk factors for HIV+ in Zambia.
GitHub | Preprint Paper
A standard database for drug repositioning.
GitHub | Paper
- Exposome Course Materials
Course materials and starter code for exposome-phenome data analysis.
- Exposure Globe Browser
View how biomarkers of exposures are correlated with one another and disease-related phenotypes.
Github | Paper
For more code and data, check out our GitHub page.
From Molecules to Public Health: Impact of Big Data on Medicine
Kavli Frontiers of Science, Indo-American Summit (8/2015)
Big Data and the Exposome: EWAS toward a comprehensive view of health (begins at 9:00)
ToxCast Data Summit, Environmental Protection Agency (9/30/14)
Environment-wide Association Studies for a more complete view of health and disease
Harvard School of Public Health, Department of Epidemiology (2/5/14)
Environment-wide Association Studies and predictive health
Emory Rollins School of Public Health (10/9/2012)
Archived talk slides on SlideShare.