Abstract
Closed-form solutions are presented for function estimation using the orthogonal series method and various model selection criteria. While Akaike's AIC criterion does not lead to consistent estimates, a family of criteria that includes Minimum Description Length operates within a logarithmic factor of the minimax rate in a range of Sobolev smoothness classes.
| Original language | English (US) |
|---|---|
| Pages | 252 |
| Number of pages | 1 |
| State | Published - 1995 |
| Externally published | Yes |
| Event | Proceedings of the 1995 IEEE International Symposium on Information Theory - Whistler, BC, Can Duration: Sep 17 1995 → Sep 22 1995 |
Other
| Other | Proceedings of the 1995 IEEE International Symposium on Information Theory |
|---|---|
| City | Whistler, BC, Can |
| Period | 9/17/95 → 9/22/95 |
ASJC Scopus subject areas
- Theoretical Computer Science
- Information Systems
- Modeling and Simulation
- Applied Mathematics