bigRfit-package: bigRfit - rank-based estimation for linear models with big...

In kloke/bigRfit: Big data version of Rfit

bigRfit - rank-based estimation for linear models with big data

Description

Rank-based (R) estimation for linear models with big data. Requires at least 200 records (for smaller datasets use Rfit).

Details

Package:	bigRfit
Type:	Package
Version:	0.1.0
Date:	2016-06-28
License:	GPL (>=2)

Author(s)

John Kloke, Joesph McKean, John Kapenga Maintainer: John Kloke <[e-mail]>

References

Hettmansperger, T.P. and McKean J.W. (2011), Robust Nonparametric Statistical Methods, 2nd ed., New York: Chapman-Hall.

See Also

codeRfit ~~

Examples

n <- 10^6; p <- 10
x <- matrix(rnorm(n*p),ncol=p)
y <- rnorm(n)
#system.time(fit1 <- bigRfit(x,y))
#summary(fit1)

kloke/bigRfit documentation built on April 20, 2023, 4:33 p.m.