Teaching Resources

Short Course

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

A four-part introduction to robust inference for high-dimensional data, covering the necessary background.

01
Introduction to High-dimensional Statistics: LASSO & Beyond Prerequisite background
Slides ↗
02
Robust High-dimensional Statistics I: Penalized M-Estimation
Slides ↗
03
Robust High-dimensional Statistics II: Minimum Divergence Approach
Slides ↗
04
Robust High-dimensional Statistics III: Adaptive Procedures & Other Practical Considerations
Slides ↗

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Contact

Interdisciplinary Statistical Research Unit (ISRU)
Indian Statistical Institute
R. A. Fisher Bhavan, 4th Floor.
203, B.T. Road, Kolkata – 700108, West Bengal, India.
Email: abhik.ghosh@isical.ac.in