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Provides an implementation of concurrent or varying coefficient regression methods for functional data. The implementations are done for both dense and sparsely observed functional data. Pointwise confidence bands can be constructed for each case. Further, the influence of past predictor values are modeled by a smooth history index function, while the effects on the response are described by smooth varying coefficient functions, which are very useful in analyzing real data such as COVID data. References: Yao, F., Müller, H.G., Wang, J.L. (2005) <doi:10.1214/009053605000000660>. Sentürk, D., Müller, H.G. (2010) <doi:10.1198/jasa.2010.tm09228>.
| Version: | 0.1.3 |
| Imports: | Rcpp (≥ 0.11.5), fdapace (≥ 0.6.0), stats |
| LinkingTo: | Rcpp, RcppEigen |
| Suggests: | MASS, Matrix, pracma, numDeriv, testthat |
| Published: | 2024-07-20 |
| DOI: | 10.32614/CRAN.package.fdaconcur |
| Author: | Su I Iao [aut, cre], Satarupa Bhattacharjee [aut], Yaqing Chen [aut], Changbo Zhu [aut], Han Chen [aut], Yidong Zhou [aut], Álvaro Gajardo [aut], Poorbita Kundu [aut], Hang Zhou [aut], Hans-Georg Müller [cph, ths, aut] |
| Maintainer: | Su I Iao <siao at ucdavis.edu> |
| BugReports: | https://github.com/functionaldata/tFDAconcur/issues |
| License: | BSD_3_clause + file LICENSE |
| URL: | https://github.com/functionaldata/tFDAconcur |
| NeedsCompilation: | yes |
| Materials: | NEWS |
| In views: | FunctionalData |
| CRAN checks: | fdaconcur results |
| Reference manual: | fdaconcur.pdf |
| Package source: | fdaconcur_0.1.3.tar.gz |
| Windows binaries: | r-devel: fdaconcur_0.1.3.zip, r-release: fdaconcur_0.1.3.zip, r-oldrel: fdaconcur_0.1.3.zip |
| macOS binaries: | r-release (arm64): fdaconcur_0.1.3.tgz, r-oldrel (arm64): fdaconcur_0.1.3.tgz, r-release (x86_64): fdaconcur_0.1.3.tgz, r-oldrel (x86_64): fdaconcur_0.1.3.tgz |
| Old sources: | fdaconcur archive |
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