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 <https://github.com/gpfda/GPFDA-dev>.
| Version: | 3.1.3 |
| Depends: | R (≥ 3.6) |
| Imports: | Rcpp, splines, mgcv, fields, interp, stats, graphics, grDevices, fda, fda.usc |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | MASS, mvtnorm, knitr, rmarkdown |
| Published: | 2023-09-10 |
| DOI: | 10.32614/CRAN.package.GPFDA |
| Author: | Jian Qing Shi, Yafeng Cheng, Evandro Konzen |
| Maintainer: | Evandro Konzen <gpfda.r at gmail.com> |
| License: | GPL-3 |
| NeedsCompilation: | yes |
| In views: | FunctionalData |
| CRAN checks: | GPFDA results |
| Reference manual: | GPFDA.html , GPFDA.pdf |
| Vignettes: |
co2 (source, R code) gpfr (source, R code) gpr_ex1 (source, R code) gpr_ex2 (source, R code) mgpr (source, R code) nsgpr (source, R code) |
| Package source: | GPFDA_3.1.3.tar.gz |
| Windows binaries: | r-devel: GPFDA_3.1.3.zip, r-release: GPFDA_3.1.3.zip, r-oldrel: GPFDA_3.1.3.zip |
| macOS binaries: | r-release (arm64): GPFDA_3.1.3.tgz, r-oldrel (arm64): GPFDA_3.1.3.tgz, r-release (x86_64): GPFDA_3.1.3.tgz, r-oldrel (x86_64): GPFDA_3.1.3.tgz |
| Old sources: | GPFDA archive |
| Reverse imports: | DGP4LCF |
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