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Related Topics in Partially Linear Models. Semi-parametric Regression, Measurement Errors, Missing Data, Single-index Models, Regression Calibration

Код 917900

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Аннотация к книге "Related Topics in Partially Linear Models. Semi-parametric Regression, Measurement Errors, Missing Data, Single-index Models, Regression Calibration"

Various effects have been made to remedy the curse of dimensionality for high-dimensional data. Partially linear models, as an effective dimensional reduction technique, have been intensively studied in literature. We develop methodology for the estimation of regression parameters in partially linear models when the covariates are measured with errors or may be missing. We are particularly concerned with two cases where we observe a surrogate of the covariate. The second case focuses on the...

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Издательство: Книга по требованию
Дата выхода: июль 2011
ISBN: 978-3-6390-7239-6
Объём: 100 страниц
Масса: 172 г
Размеры(высота, ширина, толщина), см: 23 x 16 x 1

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