An information-spectrum approach to large deviation theorems
| dc.creator | Han, Te Sun | |
| dc.date | 2006-06-26 | |
| dc.date | 2006-07-28 | |
| dc.date.accessioned | 2026-07-07T08:16:36Z | |
| dc.date.available | 2026-07-07T08:16:36Z | |
| dc.description | In this paper we show a some new look at large deviation theorems from the viewpoint of the information-spectrum (IS) methods, which has been first exploited in information theory, and also demonstrate a new basic formula for the large deviation rate function in general, which is a pair of the lower and upper IS rate functions. In particular, we are interested in establishing the general large deviation rate functions that can be derivable as the Fenchel-Legendre transform of the cumulant generating function. The final goal is to show a necessary and sufficient condition for the rate function to be of Cramér-Gärtner-Ellis type. | |
| dc.identifier | https://arxiv.org/abs/cs/0606104 | |
| dc.identifier | http://arxiv.org/abs/cs/0606104 | |
| dc.identifier.uri | http://salesiana.dossiersoluciones.com/handle/123456789/133835 | |
| dc.subject | Information Theory | |
| dc.title | An information-spectrum approach to large deviation theorems | |
| dc.type | text |