| bibtype |
J -
Journal Article
|
| ARLID |
0455604 |
| utime |
20240903170634.3 |
| mtime |
20160215235959.9 |
| WOS |
000368042700001 |
| SCOPUS |
84951166570 |
| DOI |
10.14736/kyb-2015-5-0725 |
| title
(primary) (eng) |
On limiting towards the boundaries of exponential families |
| specification |
| page_count |
14 s. |
| media_type |
P |
|
| serial |
| ARLID |
cav_un_epca*0297163 |
| ISSN |
0023-5954 |
| title
|
Kybernetika |
| volume_id |
51 |
| volume |
5 (2015) |
| page_num |
725-738 |
| publisher |
| name |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
|
| keyword |
exponential family |
| keyword |
variance function |
| keyword |
Kullback--Leibler divergence |
| keyword |
relative entropy |
| keyword |
information divergence |
| keyword |
mean parametrization |
| keyword |
convex support |
| author
(primary) |
| ARLID |
cav_un_auth*0101161 |
| name1 |
Matúš |
| name2 |
František |
| full_dept (cz) |
Matematická teorie rozhodování |
| full_dept (eng) |
Department of Decision Making Theory |
| department (cz) |
MTR |
| department (eng) |
MTR |
| institution |
UTIA-B |
| full_dept |
Department of Decision Making Theory |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| source |
|
| cas_special |
| project |
| project_id |
GA13-20012S |
| agency |
GA ČR |
| ARLID |
cav_un_auth*0292670 |
|
| abstract
(eng) |
This work studies the standard exponential families of probability measures on Euclidean spaces that have finite supports. In such a family parameterized by means, the mean is supposed to move along a segment inside the convex support towards an endpoint on the boundary of the support. Limit behavior of several quantities related to the exponential family is described explicitly. In particular, the variance functions and information divergences are studied around the boundary. |
| reportyear |
2016 |
| RIV |
BD |
| num_of_auth |
1 |
| inst_support |
RVO:67985556 |
| permalink |
http://hdl.handle.net/11104/0257090 |
| confidential |
S |
| mrcbT16-e |
COMPUTERSCIENCECYBERNETICS |
| mrcbT16-j |
0.305 |
| mrcbT16-s |
0.321 |
| mrcbT16-4 |
Q2 |
| mrcbT16-B |
30.893 |
| mrcbT16-C |
11.364 |
| mrcbT16-D |
Q3 |
| mrcbT16-E |
Q3 |
| arlyear |
2015 |
| mrcbU14 |
84951166570 SCOPUS |
| mrcbU34 |
000368042700001 WOS |
| mrcbU63 |
cav_un_epca*0297163 Kybernetika 0023-5954 Roč. 51 č. 5 2015 725 738 Ústav teorie informace a automatizace AV ČR, v. v. i. |
|