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, 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.


News

Version 1.2.2

  • Bug fixed in scb.equal

Version 1.2

  • Non-uniform x values are now accepted in functions scb.mean, scb.equal, and scb.model.
  • New "degree" argument in functions scb.mean, scb.equal, and scb.model (degree of local polynomial fit).
  • New "gridsize" argument in functions cv.score and cv.select (size of evaluation grid for smoothed data).

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("SCBmeanfd")

1.2.2 by David Degras, 5 years ago


https://CRAN.R-project.org/package=SCBmeanfd


Browse source code at https://github.com/cran/SCBmeanfd


Authors: David Degras


Documentation:   PDF Manual  


Task views: Functional Data Analysis


GPL-3 license


Imports boot, KernSmooth

Depends on stats, graphics


See at CRAN