| bibtype |
J -
Journal Article
|
| ARLID |
0350513 |
| utime |
20240103194226.1 |
| mtime |
20110106235959.9 |
| WOS |
000287950000006 |
| SCOPUS |
78651458400 |
| title
(primary) (eng) |
Statistical Model of the 2001 Czech Census for Interactive Presentation |
| specification |
|
| serial |
| ARLID |
cav_un_epca*0350512 |
| ISSN |
0282-423X |
| title
|
Journal of Official Statistics |
| volume |
4 (2010) |
| page_num |
1-23 |
|
| keyword |
Interactive statistical model |
| keyword |
census data presentation |
| keyword |
distribution mixtures |
| keyword |
data modeling |
| keyword |
EM algorithm |
| keyword |
incomplete data |
| keyword |
data reproduction accuracy |
| keyword |
data mining |
| author
(primary) |
| ARLID |
cav_un_auth*0101091 |
| name1 |
Grim |
| name2 |
Jiří |
| full_dept (cz) |
Rozpoznávání obrazu |
| full_dept (eng) |
Department of Pattern Recognition |
| department (cz) |
RO |
| department (eng) |
RO |
| institution |
UTIA-B |
| full_dept |
Department of Pattern Recognition |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0230019 |
| name1 |
Hora |
| name2 |
Jan |
| full_dept (cz) |
Rozpoznávání obrazu |
| full_dept |
Department of Pattern Recognition |
| department (cz) |
RO |
| department |
RO |
| institution |
UTIA-B |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0101069 |
| name1 |
Boček |
| name2 |
Pavel |
| full_dept (cz) |
Stochastická informatika |
| full_dept |
Department of Stochastic Informatics |
| department (cz) |
SI |
| department |
SI |
| institution |
UTIA-B |
| full_dept |
Department of Stochastic Informatics |
| share |
10 |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0101197 |
| name1 |
Somol |
| name2 |
Petr |
| full_dept (cz) |
Rozpoznávání obrazu |
| full_dept |
Department of Pattern Recognition |
| department (cz) |
RO |
| department |
RO |
| institution |
UTIA-B |
| full_dept |
Department of Pattern Recognition |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0101182 |
| name1 |
Pudil |
| name2 |
Pavel |
| full_dept (cz) |
Rozpoznávání obrazu |
| full_dept |
Department of Pattern Recognition |
| department (cz) |
RO |
| department |
RO |
| institution |
UTIA-B |
| full_dept |
Department of Pattern Recognition |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| source |
|
| cas_special |
| project |
| project_id |
GA102/07/1594 |
| agency |
GA ČR |
| ARLID |
cav_un_auth*0228611 |
|
| project |
| project_id |
2C06019 |
| agency |
GA MŠk |
| country |
CZ |
| ARLID |
cav_un_auth*0216518 |
|
| project |
| project_id |
1M0572 |
| agency |
GA MŠk |
| ARLID |
cav_un_auth*0001814 |
|
| research |
CEZ:AV0Z10750506 |
| abstract
(eng) |
The paper describes the application of a recently developed method of interactive statistical database presentation to the 2001 Czech Census. The method is based on estimating the multivariate probability distribution of the original microdata. The estimated statistical model in the form of a distribution mixture of product components can be used as a knowledge base of a probabilistic expert system. By means of the probabilistic inference mechanism we can derive conditional distributions of variables for each subpopulation interactively without any further access to the source database. The statistical model does not contain the original data and therefore can be distributed without any confidentiality concerns. The accuracy achievable by the statistical model is comparable with that of the anonymized subsets of microdata. |
| reportyear |
2011 |
| RIV |
BB |
| mrcbC52 |
4 A 4a 20231122134256.3 |
| permalink |
http://hdl.handle.net/11104/0190501 |
| mrcbT16-e |
SOCIALSCIENCES.MATHEMATICALMETHODS |
| mrcbT16-g |
0.03 |
| mrcbT16-h |
>10.0 |
| mrcbT16-i |
0.00206 |
| mrcbT16-k |
560 |
| mrcbT16-l |
33 |
| mrcbT16-q |
5 |
| mrcbT16-s |
0.373 |
| mrcbT16-y |
22.87 |
| mrcbT16-x |
0.39 |
| mrcbT16-4 |
Q4 |
| mrcbT16-E |
Q4 |
| arlyear |
2010 |
| mrcbTft |
\nSoubory v repozitáři: grim-0350513.pdf |
| mrcbU14 |
78651458400 SCOPUS |
| mrcbU34 |
000287950000006 WOS |
| mrcbU63 |
cav_un_epca*0350512 Journal of Official Statistics 0282-423X 0282-423X Vol. 26 č. 4 2010 1 23 |
|