| bibtype |
V -
Research Report
|
| ARLID |
0040901 |
| utime |
20240103182716.3 |
| mtime |
20060906235959.9 |
| title
(primary) (cze) |
Divergence pravděpodobnostních distribucí a statistická informace |
| publisher |
| place |
Praha |
| name |
ÚTIA AV ČR |
| pub_time |
2006 |
|
| specification |
|
| edition |
| name |
Research Report |
| volume_id |
2168 |
|
| title
(eng) |
Divergence of proobabilty ditributions and statistical information |
| keyword |
generalized Taylor formula |
| keyword |
divergence |
| keyword |
Bayes risk |
| keyword |
statistical information |
| author
(primary) |
| ARLID |
cav_un_auth*0101218 |
| name1 |
Vajda |
| name2 |
Igor |
| institution |
UTIA-B |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| COSATI |
12B |
| cas_special |
| project |
| project_id |
IAA1075403 |
| agency |
GA AV ČR |
| ARLID |
cav_un_auth*0012789 |
|
| project |
| project_id |
1M0572 |
| agency |
GA MŠk |
| ARLID |
cav_un_auth*0001814 |
|
| research |
CEZ:AV0Z10750506 |
| abstract
(cze) |
Využívá se v předchozím výzkumu dokázaná zobecněná Taylorova formule pro nové mnohem jednodušší odvození základních vlastností f-divergencí pravděpodobnostních měr. Novým jednoduchým způsobem se dokazuje i vztah těchto divergencí ke statistické informaci definované jako míra poklesu Bayesova rizika. |
| abstract
(eng) |
A recently established generalized Taylor formula is used to prove in a new much simpler manner the basic properties of f-divergences of probability measures. In a new simple way is proved also the relation of these divergences to the statistical information defined as a measure of decrease of the Bayes risk. |
| reportyear |
2007 |
| RIV |
BB |
| permalink |
http://hdl.handle.net/11104/0134523 |
| arlyear |
2006 |
| mrcbU10 |
2006 |
| mrcbU10 |
Praha ÚTIA AV ČR |
|