Depth Tools Package
Plot of the central curves
Distance to the Trimmed Mean Classification Method
Weighted Trimmed Mean Distance Classification Method
Computation of the Modified Band Depth
Rank Test Based on the Modified Band Depth
Computation and Representation of the Scale Curve
Modified Band Depth-Based Alpha Trimmed Mean
Implementation of different statistical tools for the description and analysis of gene expression data based on the concept of data depth, namely, the scale curves for visualizing the dispersion of one or various groups of samples (e.g. types of tumors), a rank test to decide whether two groups of samples come from a single distribution and two methods of supervised classification techniques, the DS and TAD methods. All these techniques are based on the Modified Band Depth, which is a recent notion of depth with a low computational cost, what renders it very appropriate for high dimensional data such as gene expression data.