| bibtype |
L4 -
Prototype, methodology, f. module, software
|
| ARLID |
0532168 |
| utime |
20240103224415.1 |
| mtime |
20200915235959.9 |
| title
(primary) (eng) |
Robust likelihood ratio test under measurement errors 1.0 |
| publisher |
|
| keyword |
Robustní testování hypotéz |
| keyword |
chyby měření |
| keyword |
dvouvýběrový test |
| keyword |
Robust hypothesis testing |
| keyword |
measurement errors |
| keyword |
two-sample test |
| author
(primary) |
| ARLID |
cav_un_auth*0263018 |
| name1 |
Kalina |
| name2 |
Jan |
| institution |
UIVT-O |
| full_dept (cz) |
Oddělení strojového učení |
| full_dept (eng) |
Department of Machine Learning |
| full_dept |
Department of Machine Learning |
| share |
34 |
| fullinstit |
Ústav informatiky AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0255501 |
| name1 |
Broniatowski |
| name2 |
M. |
| country |
FR |
| share |
33 |
|
| author
|
| ARLID |
cav_un_auth*0368969 |
| name1 |
Jurečková |
| name2 |
Jana |
| institution |
UTIA-B |
| full_dept (cz) |
Stochastická informatika |
| full_dept |
Department of Stochastic Informatics |
| department (cz) |
SI |
| department |
SI |
| full_dept |
Department of Stochastic Informatics |
| country |
CZ |
| share |
33 |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| source |
|
| cas_special |
| project |
| project_id |
GA19-05704S |
| agency |
GA ČR |
| country |
CZ |
| ARLID |
cav_un_auth*0375756 |
|
| abstract
(eng) |
The implementation in R software performs a robust hypothesis test comparing two samples, which takes into account measurement errors. This is a very unique approach to testing under the presence of measurement errors. The presented code performs a complete analysis, including the computation of the test statistic for a given dataset, the critical value, and evaluates the power of the test. Computing the critical value as well as the power is very tedious but feasible with this software for moderate sample sizes. The software is available under MIT license. |
| RIV |
BA |
| FORD0 |
10000 |
| FORD1 |
10100 |
| FORD2 |
10101 |
| reportyear |
2021 |
| num_of_auth |
3 |
| mrcbC47 |
UTIA-B 10000 10100 10101 |
| mrcbC55 |
UTIA-B BA |
| inst_support |
RVO:67985807 |
| inst_support |
RVO:67985556 |
| permalink |
http://hdl.handle.net/11104/0310757 |
| cooperation |
| ARLID |
cav_un_auth*0296535 |
| name |
Ústav teorie informace a automatizace AV ČR |
| institution |
ÚTIA AV ČR |
| country |
CZ |
|
| cooperation |
| ARLID |
cav_un_auth*0324570 |
| name |
Sorbonne Universités |
| country |
FR |
|
| confidential |
S |
| arlyear |
2020 |
| mrcbU10 |
2020 |
|