Statistics is the discipline of gathering and analyzing data. It has developed into subareas that are broadly defined by data type, and its methods are often motivated by scientific problems of contemporary interest, such as in genetics, functional MRI, climatology, epidemiology, clinical trials, finance, and more.

Sub-areas

  • Time series and random fields
  • Asymptotic theory
  • Decision theory
  • Nonparametric inference
  • Resampling-based inference
  • Geometric statistics
  • Cluster analysis
  • Multiple testing
  • Functional and longitudinal data analysis
  • Robust statistics
  • Survival analysis
  • Design of experiments

Researchers

Mikio Aoi

Mikio Aoi

Council Faculty Tenure-Track
Ery Arias-Castro

Ery Arias-Castro

Council Faculty Tenure-Track
Jelena Bradic

Jelena Bradic

Council Faculty Tenure-Track
Alex Cloninger

Alex Cloninger

Council Faculty Tenure-Track
David Danks

David Danks

Council Faculty Tenure-Track HDSI Chair
Mikhail Belkin

Mikhail Belkin

Council Faculty Tenure-Track
Yian Ma

Yian Ma

Faculty Tenure-Track Council
Arya Mazumdar

Arya Mazumdar

Council Faculty Tenure-Track TILOS Deputy Director
Armin Schwartzman

Armin Schwartzman

Council Faculty Tenure-Track
Ronghui (Lily) Xu

Ronghui (Lily) Xu

Faculty Tenure-Track Council