Department Faculty

Research Interests: 

• Stochastic inference in single molecule biophysics, chemistry and biology,
• Bayesian inference of stochastic models,
• Nonparametric methods, model selection and empirical Bayes,
• Monte Carlo methods,
• Economic and financial modeling,

Education

• P...

Research Interests:
Causal Inference,
Program Evaluation,
Survey Research,
Applied Bayesian Statistics,
Applications of Statistics in Social Sciences

Research Interests:

• Scalable statistical inference for big data,
• Statistical Machine Learning and AI,
• Integrative data analysis,
• Causal inference and mediation analysis,
• Statistical genetics and genomics,
• Analysis of complex observational data,
• Statistical cloud...

Research Interests: 
 

• Statistical theory and principles for data science,
• Philosophical and foundational issues in statistics,
• Statistical computing and computational statistics,

• Signal extractions and uncertainty assessments

   

• Statistical Theory and Principles...

Research Interests: 

• Mobile health (mhealth),
• Reinforcement learning (RL),
• Sequential experimentation,
• Causal inference

Research Interests:

• Statistical methods in games and sports,
• Applications to health services research; Sports Analytics Lab

Research Interests:

• Inference for network data,
• Foundational issues in Statistics and Data Science,
• Statistics Education
   
• Education
• Ph.D. in Mathematics, Stanford University, June 2006.
• M.S. in Statistics, Stanford University, June 2003.
• B.S. in Mathematics...

Research Interests:
High-dimensional statistics,
Machine learning,
Social network analysis,
Text mining,
Bioinformatics and statistical genetics