Ridge regression for the functional concurrent model

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چکیده

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15 صفحه اول

General Functional Concurrent Model

We propose a flexible regression model to study the association between a functional response and multiple functional covariates that are observed on the same domain. Specifically, we relate the mean of current response to current values of the covariates by sum of smooth unknown bi-variate functions, where each of the functions depends on the current value of the covariate and the time point i...

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ژورنال

عنوان ژورنال: Electronic Journal of Statistics

سال: 2018

ISSN: 1935-7524

DOI: 10.1214/18-ejs1412