
	This data set contains a data set that can be used to test the VIF-regression. 	


datasets

This package implements a fast regression algorithm for
building linear model for large data as defined in the paper
"VIF-Regression: A Fast Regression Algorithm for Large Data
(2011), Journal of the American Statistical Association, Vol.
106, No. 493: 232-247" by Dongyu Lin, Dean P. Foster, and Lyle
H. Ungar.

Dongyu Lin

VIF Regression: A Fast Regression Algorithm For Large Data

syn function

A list contains:
	<dl>
		<dt><code>y</code></dt><dd>a numeric vector giving the response, 1000 x 1</dd> <dt><code>x</code></dt><dd>a numeric matrix of variables, containing 200 variables, 1000 x 200</dd> <dt><code>true</code></dt><dd>a vector of true variables that generate <code>y</code></dd> </dl> 

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syn: A Synthetic Data set For Testing VIF-Regression

Description

Usage

Arguments

Format