In this program
- Curse of dimensionality
- Sparsity assumptions
- Concentration inequalities: Hoeffding, Bernstein
- Random matrix theory preview
- Phase transitions in detection
- Recovery
- Multiple testing in high dimensions
High-dimensional framework
Concentration inequalities: Hoeffding, Bernstein
High-dimensional statistics · Theoretical / proof-based
Topic
Concentration inequalities: Hoeffding, Bernstein
Graduate High-dimensional statistics — outline derived from course README sections and typical US statistics syllabi (OpenIntro / standard OER where applicable).