Simultaneous Confidence Bands for Mean Functions
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. package
| Package: | SCBmeanfd |
| Type: | Package |
| Version: | 1.2.1 |
| Date: | 2016-09-24 |
| License: | GPL-3 |
David Degras ddegrasv@gmail.com
Azzalini, A. and Bowman, A. (1993). On the use of nonparametric regression for checking linear relationships. Journal of the Royal Statistical Society. Series B 55 , 549-557.
Benhenni, K. and Degras, D. (2014). Local polynomial estimation of the mean function and its derivatives based on functional data and regular designs. ESAIM: Probability and Statistics 18 , 881-899.
Degras, D. (2011). Simultaneous confidence bands for nonparametric regression with functional data. Statistica Sinica 21 , 1735-1765.
Rice, J. A. and Silverman, B. W. (1991). Estimating the mean and covariance structure nonparametrically when the data are curves. Journal of the Royal Statistical Society. Series B 53 , 233-243.