ddegras/SCBmeanfd: Simultaneous Confidence Bands for the Mean of Functional Data

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.

Getting started

Package details

AuthorDavid Degras, Fabian Telschow
MaintainerDavid Degras <ddegrasv@gmail.com>
LicenseGPL-3
Version1.3
URL https://CRAN.R-project.org/package=SCBmeanfd
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("ddegras/SCBmeanfd")
ddegras/SCBmeanfd documentation built on Jan. 17, 2021, 12:15 a.m.