Completed
Statistical dimension
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Isotonic Regression in General Dimensions – Richard Samworth, University of Cambridge
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 Isotonic regression
- 3 Multidimensional covariance
- 4 Natural partial ordering
- 5 Independent observations
- 6 Dijkstras algorithm
- 7 Work on isotonic regression
- 8 Fixed lattice design
- 9 Least squares estimator
- 10 Bound the risk
- 11 Statistical dimension
- 12 Antichain
- 13 Global empirical risk minimization
- 14 Adaptation
- 15 Lower bound
- 16 Monotonic functions
- 17 Random design
- 18 Random design results
- 19 The adage carry theorem
- 20 Summary
