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Partially Linear Additive Functional Regression
Statistica Sinica ; 32:2199-2216, 2022.
Article in English | Web of Science | ID: covidwho-2082522
ABSTRACT
We consider a novel partially linear additive functional regression model in which both a functional predictor and some scalar predictors appear. The functional part has a semiparametric continuously additive form, while the scalar predictors appear in the linear part. The functional part has the optimal convergence rate, and the asymptotic normality of the nonfunctional part is also shown. Simulations and an empirical analysis of a Covid-19 data set demonstrate the performance of the proposed estimator.
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Full text: Available Collection: Databases of international organizations Database: Web of Science Language: English Journal: Statistica Sinica Year: 2022 Document Type: Article

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Full text: Available Collection: Databases of international organizations Database: Web of Science Language: English Journal: Statistica Sinica Year: 2022 Document Type: Article