smart: Sparse Multivariate Analysis via Rank Transformation
Version 1.0.1

The package "smart" provides a general framework for analyzing (including estimation, feature selection and prediction) and visualize big data. It integrates several novel, efficient and robust data analysis tools, including Transelliptical Component Analysis (TCA), Transelliptical Correlation Estimation (TCE) and Group Nearest Shrunken Centroids (gnsc). We target on high dimensional data analysis(usually d >> n), and exploit computationally efficiently approaches. Results are organized to be visualized properly for users.

Package details

AuthorFang Han, Han Liu
Date of publication2013-10-22 10:50:06
MaintainerFang Han <[email protected]>
LicenseGPL-2
Version1.0.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("smart")

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smart documentation built on May 29, 2017, 8:58 p.m.