Robust Statistics

Robust Statistics Information Guide

1. Introduction to Robust Statistics
2. Main Features
3. Latest News
4. Deep Dive
5. Future Outlook

Introduction to Robust Statistics

When weak identification is a concern, researchers frequently calculate confidence sets in two steps, first assessing the strength of ... This video was created as part of a job interview process - I'm setting it free. The slides are here: Ilias Diakonikolas, University of Southern California ... Building models of the world is dangerous and there are pitfalls everywhere, even down to the assumptions that you make. To find ... Ilias Diakonikolas, University of Southern California This video discusses how least-squares regression is fragile to outliers, and how we can add

Main Features

Latest News

Robust Principal Component Analysis (RPCA)

A brief introduction to robust statistics

Algorithmic High Dimensional Robust Statistics I

Recent Progress in Algorithmic Robust Statistics via the Sum-of-Squares Method

Robust Standard Errors

Lecture 1: Introduction to robust statistics

#22 Robust Data Science with Statistical Modeling (with Michael Betancourt)

Algorithmic High Dimensional Robust Statistics II

Robust Regression with the L1 Norm

Deep Dive

Data is compiled from public records and verified media reports.

Last Updated: June 15, 2026

Future Outlook

Disclaimer: Disclaimer: Details estimates are based on publicly available data, media reports, and financial analysis. Actual numbers may vary.