Statistical methods for estimating and inferring the mean of functional data. The methods include simultaneous confidence bands (parametric/nonparametric bootstrap + Gaussian kinematic formula), local polynomial fitting, bandwidth selection by plug-in and cross-validation, goodness-of-fit tests for parametric models, equality tests for two-sample problems, and plotting functions.
Package details |
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Author | David Degras, Fabian Telschow |
Maintainer | David Degras <ddegrasv@gmail.com> |
License | GPL-3 |
Version | 1.3 |
URL | https://CRAN.R-project.org/package=SCBmeanfd |
Package repository | View on GitHub |
Installation |
Install the latest version of this package by entering the following in R:
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