Simultaneous Confidence Bands for the Mean of Functional Data
Leave-One-Curve-out Cross-Validation Score
Cross-Validation Bandwidth Selection for Local Polynomial Estimation
Plot a SCBand Object
Pseudo-Likelihood Ratio Test for Models of the Mean Function
Plug-in Bandwidth Selection for Local Polynomial Estimation
Print a SCBand Object
Compare Two Mean Functions
Build Simultaneous Confidence Bands for Mean Functions
Goodness-Of-Fit of a Model for the Mean Function
Simultaneous Confidence Bands for Mean Functions
Summarize a SCBand Object
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.