These notes supplement the readings in the course textbook and were handed out in the sessions noted in the table.
| LEC # | Topics |
|---|---|
| 2 |
Outliers (PDF) Quantiles (PDF) |
| 4 | Combining the Run and Mann-Whitney-Wilcoxon Tests (PDF) |
| 7 |
Bretagnolle and Massart's Proof of the KMT Theorem for the Uniform Empirical Process (PDF) The Delta-Method and Asymptotics of some Estimators (PDF) |
| 10 |
Introduction to Robustness: Breakdown Points (PDF) Breakdown Points of some 1-Dimensional Location Estimators (PDF) |
| 14 |
M-estimators and their Consistency (PDF) The Spatial Median (PDF) |
| 16 | Non-existence of some Affinely Equivariant Location Functionals in Dimension d ≥ 2 (PDF) |
| 18 | Location and Scatter Functionals (PDF) |