Course

MATH-441: Robust and nonparametric statistics

Summary

In the decades from 1930 to 1950, many rank-based statistics were introduced. These methods were received with much interest, because they worked under weak conditions. Starting in the late 1950, a theory of robustness was added. The course gives an overview of these two approaches to data analysis.

Official source

https://edu.epfl.ch/coursebook/en/robust-and-nonparametric-statistics-MATH-441

Moodle Page

http://go.epfl.ch/MATH-441

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Ontological neighbourhood

Statistics

Statistical inference: Mathematical statistics, Non-parametric statistics

Data analysis: Regression analysis

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