Resources | Topics in Statistics: Nonparametrics and Robustness | Mathematics

Course Info

Instructor

Prof. Richard Dudley

Departments

Mathematics

As Taught In

Spring 2005

Level

Graduate

Topics

Mathematics
- Probability and Statistics

Learning Resource Types

Lecture Notes

Problem Sets

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Problem Set 1

Problem Set 2

Problem Set 2 Hint

Problem Set 3

Problem Set 3 Hint

Problem Set 4

Problem Set 4 Hint

Problem Set 5

Problem Set 6

Problem Set 7

Lecture Notes

pdf

404 kB

Bretagnolle and Massart's Proof of the KMT Theorem for the Uniform Empirical Process

pdf

43 kB

Combining the Run and Mann-Whitney-Wilcoxon Tests

pdf

75 kB

Introduction to Robustness: Breakdown Points

pdf

291 kB

Location and Scatter Functionals

pdf

142 kB

M-estimators and their Consistency

Outliers

Quantiles

The Delta-Method and Asymptotics of some Estimators

The Spatial Median

Breakdown Points of some 1-Dimensional Location Estimators

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Course Info

Instructor

Prof. Richard Dudley

Departments

Mathematics

As Taught In

Spring 2005

Level

Graduate

Topics

Mathematics
- Probability and Statistics

Learning Resource Types

Lecture Notes

Problem Sets

Download Course

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Course Info

Instructor

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Level

Topics

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Topics in Statistics: Nonparametrics and Robustness

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Assignments

Lecture Notes

Course Info

Instructor

Departments

As Taught In

Level

Topics

Learning Resource Types