GEE Estimators in Mixture Model with Varying Concentrations
We discuss semiparametric mixture model where some components are parametrized with common Euclidean parameter and others are fully unknown. We introduce GEE approach and adaptive GEE-based approach for parameter estimation. Proposed estimators are tested on simulated sample.
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Lodz University Press
2015-08-01
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| Series: | Acta Universitatis Lodziensis. Folia Oeconomica |
| Subjects: | |
| Online Access: | https://czasopisma.uni.lodz.pl/foe/article/view/546 |
| _version_ | 1819160324385800192 |
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| author | Oleksii Doronin Rostislav Maiboroda |
| author_facet | Oleksii Doronin Rostislav Maiboroda |
| author_sort | Oleksii Doronin |
| collection | DOAJ |
| description | We discuss semiparametric mixture model where some components are parametrized with common Euclidean parameter and others are fully unknown. We introduce GEE approach and adaptive GEE-based approach for parameter estimation. Proposed estimators are tested on simulated sample. |
| first_indexed | 2024-12-22T16:54:38Z |
| format | Article |
| id | doaj.art-c07e62119aae45e28a9f0a2fce3a1c83 |
| institution | Directory Open Access Journal |
| issn | 0208-6018 2353-7663 |
| language | English |
| last_indexed | 2024-12-22T16:54:38Z |
| publishDate | 2015-08-01 |
| publisher | Lodz University Press |
| record_format | Article |
| series | Acta Universitatis Lodziensis. Folia Oeconomica |
| spelling | doaj.art-c07e62119aae45e28a9f0a2fce3a1c832022-12-21T18:19:30ZengLodz University PressActa Universitatis Lodziensis. Folia Oeconomica0208-60182353-76632015-08-013314258GEE Estimators in Mixture Model with Varying ConcentrationsOleksii Doronin0Rostislav Maiboroda1Taras Shevchenko National University of KyivTaras Shevchenko National University of KyivWe discuss semiparametric mixture model where some components are parametrized with common Euclidean parameter and others are fully unknown. We introduce GEE approach and adaptive GEE-based approach for parameter estimation. Proposed estimators are tested on simulated sample.https://czasopisma.uni.lodz.pl/foe/article/view/546mixture model, semiparametric estimation, GEE |
| spellingShingle | Oleksii Doronin Rostislav Maiboroda GEE Estimators in Mixture Model with Varying Concentrations Acta Universitatis Lodziensis. Folia Oeconomica mixture model, semiparametric estimation, GEE |
| title | GEE Estimators in Mixture Model with Varying Concentrations |
| title_full | GEE Estimators in Mixture Model with Varying Concentrations |
| title_fullStr | GEE Estimators in Mixture Model with Varying Concentrations |
| title_full_unstemmed | GEE Estimators in Mixture Model with Varying Concentrations |
| title_short | GEE Estimators in Mixture Model with Varying Concentrations |
| title_sort | gee estimators in mixture model with varying concentrations |
| topic | mixture model, semiparametric estimation, GEE |
| url | https://czasopisma.uni.lodz.pl/foe/article/view/546 |
| work_keys_str_mv | AT oleksiidoronin geeestimatorsinmixturemodelwithvaryingconcentrations AT rostislavmaiboroda geeestimatorsinmixturemodelwithvaryingconcentrations |