Purpose
This package does multivariate functional Principal Component Analysis (MFPCA) and then conducts function on function regression the MFPCA scores.
Installation
You can install the development version of FunOnFun from GitHub with:
# install.packages("devtools")
devtools::install_github("bpark67/FunOnFun")Session Info
This tool was developed using the following R session:
devtools::session_info()
#> ─ Session info ───────────────────────────────────────────────────────────────
#> setting value
#> version R version 4.3.3 (2024-02-29)
#> os macOS Sonoma 14.4.1
#> system x86_64, darwin20
#> ui X11
#> language (EN)
#> collate en_US.UTF-8
#> ctype en_US.UTF-8
#> tz America/Los_Angeles
#> date 2024-05-23
#> pandoc 3.1.11 @ /Applications/RStudio.app/Contents/Resources/app/quarto/bin/tools/x86_64/ (via rmarkdown)
#>
#> ─ Packages ───────────────────────────────────────────────────────────────────
#> package * version date (UTC) lib source
#> cachem 1.1.0 2024-05-16 [1] CRAN (R 4.3.3)
#> cli 3.6.2 2023-12-11 [1] CRAN (R 4.3.0)
#> devtools 2.4.5 2022-10-11 [1] CRAN (R 4.3.0)
#> digest 0.6.35 2024-03-11 [1] CRAN (R 4.3.2)
#> ellipsis 0.3.2 2021-04-29 [1] CRAN (R 4.3.0)
#> evaluate 0.23 2023-11-01 [1] CRAN (R 4.3.0)
#> fastmap 1.2.0 2024-05-15 [1] CRAN (R 4.3.3)
#> fs 1.6.4 2024-04-25 [1] CRAN (R 4.3.2)
#> glue 1.7.0 2024-01-09 [1] CRAN (R 4.3.0)
#> htmltools 0.5.8.1 2024-04-04 [1] CRAN (R 4.3.2)
#> htmlwidgets 1.6.4 2023-12-06 [1] CRAN (R 4.3.0)
#> httpuv 1.6.15 2024-03-26 [1] CRAN (R 4.3.2)
#> knitr 1.45 2023-10-30 [1] CRAN (R 4.3.0)
#> later 1.3.2 2023-12-06 [1] CRAN (R 4.3.0)
#> lifecycle 1.0.4 2023-11-07 [1] CRAN (R 4.3.0)
#> magrittr 2.0.3 2022-03-30 [1] CRAN (R 4.3.0)
#> memoise 2.0.1 2021-11-26 [1] CRAN (R 4.3.0)
#> mime 0.12 2021-09-28 [1] CRAN (R 4.3.0)
#> miniUI 0.1.1.1 2018-05-18 [1] CRAN (R 4.3.0)
#> pkgbuild 1.4.4 2024-03-17 [1] CRAN (R 4.3.2)
#> pkgload 1.3.4 2024-01-16 [1] CRAN (R 4.3.0)
#> profvis 0.3.8 2023-05-02 [1] CRAN (R 4.3.0)
#> promises 1.3.0 2024-04-05 [1] CRAN (R 4.3.2)
#> purrr 1.0.2 2023-08-10 [1] CRAN (R 4.3.0)
#> R6 2.5.1 2021-08-19 [1] CRAN (R 4.3.0)
#> Rcpp 1.0.12 2024-01-09 [1] CRAN (R 4.3.0)
#> remotes 2.5.0 2024-03-17 [1] CRAN (R 4.3.2)
#> rlang 1.1.3 2024-01-10 [1] CRAN (R 4.3.0)
#> rmarkdown 2.27 2024-05-17 [1] CRAN (R 4.3.3)
#> rstudioapi 0.16.0 2024-03-24 [1] CRAN (R 4.3.2)
#> sessioninfo 1.2.2 2021-12-06 [1] CRAN (R 4.3.0)
#> shiny 1.8.1.1 2024-04-02 [1] CRAN (R 4.3.2)
#> stringi 1.8.4 2024-05-06 [1] CRAN (R 4.3.2)
#> stringr 1.5.1 2023-11-14 [1] CRAN (R 4.3.0)
#> urlchecker 1.0.1 2021-11-30 [1] CRAN (R 4.3.0)
#> usethis 2.2.3 2024-02-19 [1] CRAN (R 4.3.2)
#> vctrs 0.6.5 2023-12-01 [1] CRAN (R 4.3.0)
#> xfun 0.44 2024-05-15 [1] CRAN (R 4.3.3)
#> xtable 1.8-4 2019-04-21 [1] CRAN (R 4.3.0)
#> yaml 2.3.8 2023-12-11 [1] CRAN (R 4.3.0)
#>
#> [1] /Library/Frameworks/R.framework/Versions/4.3-x86_64/Resources/library
#>
#> ──────────────────────────────────────────────────────────────────────────────