| fitNOxBenchmark {TFunHDDC} | R Documentation |
fitNOxBenchmark
Description
Extract NOx data from fda.usc
Usage
fitNOxBenchmark(nbasis=15)
Arguments
nbasis |
The number of basis functions to fit to the simulated data. |
Details
Open NOx data from the poblenou data set of fda.usc. Fit the data to a given number of basis functions and adjust classes for festive days into just weekdays and weekends.
Value
fd |
A functional data object representing the fitted NOx data. |
groupd |
Group classifications for each curve as a curve representing a weekday or weekend/festive day. |
Author(s)
Cristina Anton and Iain Smith
References
- Febrero-Bande M, Galeano P, Gonz~alez-Manteiga W (2008) Outlier detection in functional data by depth measures, with application to identify abnormal nox levels. Environmetrics 19:331-345. <//doi.org/10.1002/env.878>.
- Cristina Anton, Iain Smith Model-based clustering of functional data via mixtures of t distributions. Advances in Data Analysis and Classification (to appear).
See Also
Examples
# Univariate Contaminated Data
data1<-fitNOxBenchmark(15)
plotNOx(data1)