plot.flood:
Plot function for objects of class flood
Description
Function to plot the results obtained by function flood
Usage
"plot"(x,..., level = 0)
Arguments
x
Object of class flood.
level
Flood level. Numeric value between 0 and 1. Default is 0 (i.e. all plots are based on the smallest robust subsample).
...
Further graphical parameters.
Details
The resulting plots depend on the dimensionality of the data set. For d=2 and d=3 the data set and the superimposed SOM net are plotted. For d>3 a Mahalanobis distance plot is generated instead. The U-landscape and the Flood-Area-Flood-Height-curve are always plotted.
References
Liebscher, S., Kirschstein, T., and Becker, C. (2012): The Flood Algorithm - A Multivariate, Self-Organizing-Map-Based, Robust Location and Covariance Estimator, Statistics and Computing, 22(1), 325-336, DOI: 10.1007/s11222-011-9250-3.