Efficient estimation in the partially linear quantile regression model for longitudinal data (Q1746542)
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scientific article; zbMATH DE number 6864478
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Efficient estimation in the partially linear quantile regression model for longitudinal data |
scientific article; zbMATH DE number 6864478 |
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Efficient estimation in the partially linear quantile regression model for longitudinal data (English)
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25 April 2018
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The authors study efficient estimation for a quantile regression model with partially linear coefficients for longitudinal data where repeated measurements within each subject are likely to be correlated. They propose a weighted quantile approach for time-invariant and time varying coefficient estimation. The method is illustrated through a Multi-Center AIDS Cohort study.
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empirical likelihood
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kernel smoothing
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quantile regression
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quadratic inference function
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semiparametric regression
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