Boosting Functional Regression Models

Regression models for functional data, i.e., scalar-on-function, function-on-scalar and function-on-function regression models, are fitted by a component-wise gradient boosting algorithm.


Reference manual

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0.3-0 by Sarah Brockhaus, 9 months ago

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Authors: Sarah Brockhaus [aut, cre], David Ruegamer [aut], Torsten Hothorn [ctb], with contributions by many others (see inst/CONTRIBUTIONS) [ctb]

Documentation:   PDF Manual  

Task views: Functional Data Analysis

GPL-2 license

Imports graphics, grDevices, utils, stats, Matrix, gamboostLSS, stabs, mgcv, MASS, zoo

Depends on methods, mboost

Suggests fda, fields, ggplot2, maps, mapdata, knitr, refund

See at CRAN