RaProR (version 1.1-5)

Calculate Sketches using Random Projections to Reduce Large Data Sets

Description

Calculate sketches of a data set reducing the number of observations using random projections. These can be used for Bayesian or frequentist linear regression on large data sets as described in Geppert et. al (2017) .

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Version

Install

install.packages('RaProR')

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Version

1.1-5

License

GPL (>= 3)

Maintainer

Leo Nils Geppert

Last Published

August 6th, 2019

Functions in RaProR (1.1-5)

readinandsketch

Create a sketch from a file containing a (very large) data set

RaProR-package

Create a smaller substitute data set to perform linear regression

sketch

Create a sketch from a matrix, data.frame or file