| bibtype |
J -
Journal Article
|
| ARLID |
0404753 |
| utime |
20240903170608.0 |
| mtime |
20060210235959.9 |
| WOS |
000183331800003 |
| SCOPUS |
0038494994 |
| title
(primary) (eng) |
Core Functions and Core Divergences of Regular Distributions |
| specification |
|
| serial |
| ARLID |
cav_un_epca*0297163 |
| ISSN |
0023-5954 |
| title
|
Kybernetika |
| volume_id |
39 |
| volume |
1 (2003) |
| page_num |
29-42 |
| publisher |
| name |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
|
| keyword |
Johnsohn transforms |
| keyword |
generalized Johnsohn distributions |
| keyword |
core function of distributions |
| keyword |
core divergences of distributions |
| author
(primary) |
| ARLID |
cav_un_auth*0100747 |
| name1 |
Fabián |
| name2 |
Zdeněk |
| institution |
UIVT-O |
| full_dept |
Department of Statistical Modelling |
| fullinstit |
Ústav informatiky AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0101218 |
| name1 |
Vajda |
| name2 |
Igor |
| institution |
UTIA-B |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| source |
|
| COSATI |
12 |
| cas_special |
| project |
| project_id |
IAA1075101 |
| agency |
GA AV ČR |
| ARLID |
cav_un_auth*0012783 |
|
| research |
AV0Z1030915 |
| abstract
(eng) |
Core functions of a distributions from regular statistical families, called Johnson Families, are modifications of the well known score functions. $L_2$ distance of core functions of arbitrary distributions from Johnson families is used to define a core divergence of distributions. It almost coincides with the Kullback divergence when the deviation of parameters is small, and in the cases of heavy-tailed distributions is less sensitive to large deviations of parameters. |
| RIV |
BA |
| reportyear |
2004 |
| mrcbC52 |
4 O 4o 20231122133456.5 |
| permalink |
http://hdl.handle.net/11104/0124989 |
| ID_orig |
UIVT-O 20030015 |
| arlyear |
2003 |
| mrcbTft |
\nSoubory v repozitáři: Kybernetika_39-2003-1_3.pdf |
| mrcbU14 |
0038494994 SCOPUS |
| mrcbU34 |
000183331800003 WOS |
| mrcbU63 |
cav_un_epca*0297163 Kybernetika 0023-5954 Roč. 39 č. 1 2003 29 42 Ústav teorie informace a automatizace AV ČR, v. v. i. |
|