Asymptotic Properties of The Estimator of The Conditional Distribution for Associated Functional Data
The purpose of the paper was to investigate by the kernel method a nonparametric estimate of the conditional density function of a scalar response variable given a random variable taking values in a separable real Hilbert space when the observations are quasi-associated dependent. Under some general...
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| Format: | Article |
| Language: | English |
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Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
2022-01-01
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| Series: | Ekonometria |
| Online Access: | https://journals.ue.wroc.pl/eada/article/view/962 |
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| author | Mohamed Mehdi Hamri Abdassamad Dib Abbes Rabhi |
| author_facet | Mohamed Mehdi Hamri Abdassamad Dib Abbes Rabhi |
| author_sort | Mohamed Mehdi Hamri |
| collection | DOAJ |
| description | The purpose of the paper was to investigate by the kernel method a nonparametric estimate of the conditional density function of a scalar response variable given a random variable taking values in a separable real Hilbert space when the observations are quasi-associated dependent. Under some general conditions, the authors established the pointwise almost complete consistencies with rates of this estimator. The principal aim is the investigate the convergence rate of the proposed estimator.(original abstract) |
| format | Article |
| id | doaj-art-fdc0f5b88ec24c9a91bd19bbadb2395b |
| institution | DOAJ |
| issn | 2449-9994 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu |
| record_format | Article |
| series | Ekonometria |
| spelling | doaj-art-fdc0f5b88ec24c9a91bd19bbadb2395b2025-08-20T03:06:28ZengWydawnictwo Uniwersytetu Ekonomicznego we WrocławiuEkonometria2449-99942022-01-01nr 3963Asymptotic Properties of The Estimator of The Conditional Distribution for Associated Functional DataMohamed Mehdi Hamri0Abdassamad Dib1Abbes Rabhi2University Djillali Liabes of Sidi Bel Abbes, Sidi Bel Abbes, AlgeriaUniversity Djillali LIABES of Sidi Bel Abbes, AlgeriaUniversity Djillali LIABES of Sidi Bel Abbes, AlgeriaThe purpose of the paper was to investigate by the kernel method a nonparametric estimate of the conditional density function of a scalar response variable given a random variable taking values in a separable real Hilbert space when the observations are quasi-associated dependent. Under some general conditions, the authors established the pointwise almost complete consistencies with rates of this estimator. The principal aim is the investigate the convergence rate of the proposed estimator.(original abstract)https://journals.ue.wroc.pl/eada/article/view/962 |
| spellingShingle | Mohamed Mehdi Hamri Abdassamad Dib Abbes Rabhi Asymptotic Properties of The Estimator of The Conditional Distribution for Associated Functional Data Ekonometria |
| title | Asymptotic Properties of The Estimator of The Conditional Distribution for Associated Functional Data |
| title_full | Asymptotic Properties of The Estimator of The Conditional Distribution for Associated Functional Data |
| title_fullStr | Asymptotic Properties of The Estimator of The Conditional Distribution for Associated Functional Data |
| title_full_unstemmed | Asymptotic Properties of The Estimator of The Conditional Distribution for Associated Functional Data |
| title_short | Asymptotic Properties of The Estimator of The Conditional Distribution for Associated Functional Data |
| title_sort | asymptotic properties of the estimator of the conditional distribution for associated functional data |
| url | https://journals.ue.wroc.pl/eada/article/view/962 |
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