Gaussian Process for Functional Data Analysis

Functionalities for modelling functional data with multidimensional inputs, multivariate functional data, and non-separable and/or non-stationary covariance structure of function-valued processes. In addition, there are functionalities for functional regression models where the mean function depends on scalar and/or functional covariates and the covariance structure depends on functional covariates. The development version of the package can be found on <>.


Reference manual

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3.1.1 by Evandro Konzen, a year ago

Browse source code at

Authors: Jian Qing Shi , Yafeng Cheng , Evandro Konzen

Documentation:   PDF Manual  

Task views: Functional Data Analysis

GPL-3 license

Imports Rcpp, splines, mgcv, fields, interp, stats, graphics, grDevices, fda, fda.usc

Suggests MASS, mvtnorm, knitr, rmarkdown

Linking to Rcpp, RcppArmadillo

See at CRAN