Kernel distribution density estimation based on cross-validation
The kernel density estimation procedure is proposed. Parameter selection method based on cross-validation technique is analyzed. The results of investigation by simulation means are discussed.
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| Format: | Article |
| Language: | English |
| Published: |
Vilnius University Press
2000-12-01
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| Series: | Lietuvos Matematikos Rinkinys |
| Online Access: | https://www.zurnalai.vu.lt/LMR/article/view/35166 |
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| _version_ | 1825197216049922048 |
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| author | Mindaugas Kavaliauskas |
| author_facet | Mindaugas Kavaliauskas |
| author_sort | Mindaugas Kavaliauskas |
| collection | DOAJ |
| description |
The kernel density estimation procedure is proposed. Parameter selection method based on cross-validation technique is analyzed. The results of investigation by simulation means are discussed.
|
| format | Article |
| id | doaj-art-094500e20d9c41dbbdfa5c3f8bf12384 |
| institution | Kabale University |
| issn | 0132-2818 2335-898X |
| language | English |
| publishDate | 2000-12-01 |
| publisher | Vilnius University Press |
| record_format | Article |
| series | Lietuvos Matematikos Rinkinys |
| spelling | doaj-art-094500e20d9c41dbbdfa5c3f8bf123842025-02-11T18:14:45ZengVilnius University PressLietuvos Matematikos Rinkinys0132-28182335-898X2000-12-0140spec.10.15388/LMR.2000.35166Kernel distribution density estimation based on cross-validationMindaugas Kavaliauskas0Institute of Mathematics and Informatics The kernel density estimation procedure is proposed. Parameter selection method based on cross-validation technique is analyzed. The results of investigation by simulation means are discussed. https://www.zurnalai.vu.lt/LMR/article/view/35166 |
| spellingShingle | Mindaugas Kavaliauskas Kernel distribution density estimation based on cross-validation Lietuvos Matematikos Rinkinys |
| title | Kernel distribution density estimation based on cross-validation |
| title_full | Kernel distribution density estimation based on cross-validation |
| title_fullStr | Kernel distribution density estimation based on cross-validation |
| title_full_unstemmed | Kernel distribution density estimation based on cross-validation |
| title_short | Kernel distribution density estimation based on cross-validation |
| title_sort | kernel distribution density estimation based on cross validation |
| url | https://www.zurnalai.vu.lt/LMR/article/view/35166 |
| work_keys_str_mv | AT mindaugaskavaliauskas kerneldistributiondensityestimationbasedoncrossvalidation |