tmean
(Package: depthTools) :
Modified Band Depth-Based Alpha Trimmed Mean
tmean computes the mean of the deepest observations within the sample, their depths given by the Modified Band Depth, trimming out the proportion alpha of the outest observations.
● Data Source:
CranContrib
● Keywords: multivariate
● Alias: tmean
●
0 images
|
scalecurve
(Package: depthTools) :
Computation and Representation of the Scale Curve
scalecurve computes the scale curve of a given group, based on the modified band depth, at a given value p as the area of the band delimited by the [np] most central observations, where [np] is the largest integer smaller than np.
● Data Source:
CranContrib
● Keywords: multivariate
● Alias: scalecurve
●
0 images
|
R.test
(Package: depthTools) :
Rank Test Based on the Modified Band Depth
R.test performs the rank test based on the modified band depth, to decide whether two samples come from a single parent distribution.
● Data Source:
CranContrib
● Keywords: multivariate
● Alias: R.test
●
0 images
|
MBD
(Package: depthTools) :
Computation of the Modified Band Depth
MBD computes the modified band depth of each observation within a sample which either includes or not the given observation.
● Data Source:
CranContrib
● Keywords: multivariate
● Alias: MBD
●
0 images
|
classTAD
(Package: depthTools) :
Weighted Trimmed Mean Distance Classification Method
Implementation of the classification technique based on assigning each observation to the group that minimizes the trimmed average distance of the given observation to the deepest points of each group in the learning set, weighted by the depth of these points in their own group.
● Data Source:
CranContrib
● Keywords: multivariate
● Alias: classTAD
●
0 images
|
classDS
(Package: depthTools) :
Distance to the Trimmed Mean Classification Method
Implementation of the classification technique based on assigning each observation to the group that minimizes the distance of the observation to the trimmed mean of the group.
● Data Source:
CranContrib
● Keywords: multivariate
● Alias: classDS
●
0 images
|
centralPlot plots distinctly the [np] most central observations, where [np] is the largest integer smaller than np, and the remaining most external ones, according to the modified band depth.
● Data Source:
CranContrib
● Keywords: multivariate
● Alias: centralPlot
●
0 images
|
providing 
.