Lecture Notes (& Presentations)

     ☞ A Short Course on Robust Statistical Inference for High-Dimensional Data

• Introduction to High-dimensional Statistics: LASSO & Beyond [Slide] (covers prerequisite background)
• Robust High-dimensional Statistics I: Penalized M-Estimation [Slide]
• Robust High-dimensional Statistics II: Minimum Divergence Approach [Slide]
• Robust High-dimensional Statistics III: Adaptive Procedures & other Practical Considerations [Slide]