| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0410667 |
| utime |
20240103182230.3 |
| mtime |
20060210235959.9 |
| ISBN |
80-88946-13-1 |
| title
(primary) (eng) |
Overfitting the least trimmed squares |
| publisher |
| place |
Bratislava |
| name |
STU SF |
| pub_time |
2001 |
|
| specification |
|
| serial |
| title
|
Zborník konferencie PRASTAN 2001 |
| page_num |
160-166 |
| editor |
|
|
| keyword |
robust regression |
| keyword |
the least trimmed squares |
| keyword |
overfitting the model |
| author
(primary) |
| ARLID |
cav_un_auth*0101225 |
| name1 |
Víšek |
| name2 |
Jan Ámos |
| institution |
UTIA-B |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| COSATI |
12B |
| cas_special |
| project |
| project_id |
255/2000/A EK/FSV |
| agency |
GA UK |
| country |
CZ |
|
| research |
AV0Z1075907 |
| abstract
(eng) |
The consequences of overfitting the regression model for the least trimmed squares are studied in the classic sense (as it was done in past for the ordinary least squares),i.e. the consistency and efficiency are considered. As it can be expected the consistency is presserved while the efficiency is damaged. A condition on the "additional" explanatory variables is given to reach efficiency. |
| action |
| ARLID |
cav_un_auth*0212828 |
| name |
PRASTAN 2001 |
| place |
Kočovce |
| country |
SK |
| dates |
12.09.2001-14.09.2001 |
|
| RIV |
BB |
| department |
SI |
| permalink |
http://hdl.handle.net/11104/0130755 |
| ID_orig |
UTIA-B 20010136 |
| arlyear |
2001 |
| mrcbU10 |
2001 |
| mrcbU10 |
Bratislava STU SF |
| mrcbU12 |
80-88946-13-1 |
| mrcbU63 |
Zborník konferencie PRASTAN 2001 160 166 Proceedings of the Conference PRASTAN 2001 |
| mrcbU67 |
Kalina M. 340 |
|