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Topics in Statistics: Nonparametrics and Robustness >> Content Detail



Lecture Notes



Lecture Notes

These notes supplement the readings in the course textbook and were handed out in the sessions noted in the table.


LEC #Topics
2Outliers (PDF)

Quantiles (PDF)
4Combining the Run and Mann-Whitney-Wilcoxon Tests (PDF)
7Bretagnolle and Massart's Proof of the KMT Theorem for the Uniform Empirical Process (PDF)

The Delta-Method and Asymptotics of some Estimators (PDF)
10Introduction to Robustness: Breakdown Points (PDF)

Breakdown Points of some 1-Dimensional Location Estimators (PDF)
14M-estimators and their Consistency (PDF)

The Spatial Median (PDF)
16Non-existence of some Affinely Equivariant Location Functionals in Dimension d ≥ 2 (PDF)
18Location and Scatter Functionals (PDF)

 








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