CRAN

DepthProc 2.1.1

Statistical Depth Functions for Multivariate Analysis

Released Apr 22, 2019 by Zygmunt Zawadzki

Dependencies

ggplot2 3.1.1 rrcov 1.4-7 geometry 0.4.1 RcppArmadillo 0.9.400.2.0 lattice 0.20-38 MASS 7.3-51.4 sm 2.2-5.6 np 0.60-9 colorspace 1.4-1 zoo 1.8-5 Rcpp

Data depth concept offers a variety of powerful and user friendly tools for robust exploration and inference for multivariate data. The offered techniques may be successfully used in cases of lack of our knowledge on parametric models generating data due to their nature. The package consist of among others implementations of several data depth techniques involving multivariate quantile-quantile plots, multivariate scatter estimators, multivariate Wilcoxon tests and robust regressions.

Source

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Release History

• 2.1.1
• 2.0.3
• 2.0.2
• 2.0.1
• 1.0.7
• 1.0.3
• 1.0.2
• 1.0.1
• 1.0