Routines for the estimation or simultaneous estimation and variable selection in several functional semiparametric models with scalar responses are provided. These models include the functional single-index model, the semi-functional partial linear model, and the semi-functional partial linear single-index model. Additionally, the package offers algorithms for handling scalar covariates with linear effects that originate from the discretization of a curve. This functionality is applicable in the context of the linear model, the multi-functional partial linear model, and the multi-functional partial linear single-index model.
Version: 1.1.1 Depends: R (≥ 3.5.0), grpreg Imports: DiceKriging, splines, gtools, stats, parallelly, doParallel, parallel, foreach, ggplot2, gridExtra, tidyr Published: 2024-05-21 DOI: 10.32614/CRAN.package.fsemipar Author: German Aneiros [aut], Silvia Novo [aut, cre] Maintainer: Silvia Novo <snovo at est-econ.uc3m.es> License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] NeedsCompilation: no CRAN checks: fsemipar results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=fsemipar to link to this page.
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