minerva-package: The minerva package

In minerva: Maximal Information-Based Nonparametric Exploration for Variable Analysis

Description

Maximal Information-Based Nonparametric Exploration R Package for Variable Analysis. The package provides the mine function allowing the computation of Maximal Information-based Nonparametric Exploration statistics, firstly introduced in D. Reshef et al. (2011) Detecting novel associations in large datasets. Science 334, 6062 (http://www.exploredata.net). In particular, the package is an R wrapper for the C engine cmine (http://minepy.readthedocs.io/en/latest/).

Details

Summary:

Package:	minerva
Version:	1.4.3
Date:	2014-10-08
Depends:	R >= (2.14.0)
Enshances:	parallel
URL:	http://www.r-project.org,
	http://minepy.readthedocs.io/en/latest/,
	http://www.exploredata.net
License:	GPL-3

Index:

Spellman	Yeast Gene Expression Dataset
mine	MINE-family statistics
minerva-package	The minerva package

Author(s)

Michele Filosi [aut, cre], Roberto Visintainer [aut], Davide Albanese [aut], Samantha Riccadonna [ctb], Giuseppe Jurman [ctb], Cesare Furlanello [ctb]

Maintainer: Michele Filosi <[e-mail]>

References

D. Reshef, Y. Reshef, H. Finucane, S. Grossman, G. McVean, P. Turnbaugh, E. Lander, M. Mitzenmacher, P. Sabeti. (2011) Detecting novel associations in large datasets. Science 334, 6062 (http://www.exploredata.net).

D. Albanese, M. Filosi, R. Visintainer, S. Riccadonna, G. Jurman, C. Furlanello. cmine, minerva & minepy: a C engine for the MINE suite an its R and Python wrappers. http://minepy.readthedocs.io/en/latest/

minepy. Maximal Information-based Nonparametric Exploration in C and Python.
(http://minepy.sourceforge.net)

minerva documentation built on June 17, 2021, 9:09 a.m.