Estimation of density functionals
✍ Scribed by Rudolf Grübel
- Publisher
- Springer Japan
- Year
- 1994
- Tongue
- English
- Weight
- 470 KB
- Volume
- 46
- Category
- Article
- ISSN
- 0020-3157
No coin nor oath required. For personal study only.
📜 SIMILAR VOLUMES
For a multivariate densityfwith respect to Lebesgue measure /l, the estimation offJ(f)fdl~, and in particularff2dl~ and -ff log fdl~, is studied. These two particular functionals are important in a number of contexts. Asymptotic bias and variance terms are obtained for the estimators i =fJ(f)dF, and
## Abstract The combination of graphical models and belief propagation algorithms has found wide acceptance in the design of communication systems. We extend the general framework of joint source‐channel decoding on graphs to account for estimation problems in which the goal is not to decode the en