bigFastlm: Fast Linear Models for Objects from the 'bigmemory' Package

A reimplementation of the fastLm() functionality of 'RcppEigen' for big.matrix objects for fast out-of-memory linear model fitting.

Author
Jared Huling
Date of publication
2016-10-06 13:06:06
Maintainer
Jared Huling <jaredhuling@gmail.com>
License
GPL (>= 2)
Version
0.0.1

View on CRAN

Man pages

bigLm
fast and memory efficient linear model fitting
bigLmPure
fast and memory efficient linear model fitting
extract-methods
big.matrix prod
predict.bigLm
Prediction method for bigLm fitted objects
print
print method for bigLm objects
summary
summary method for bigLm fitted objects

Files in this package

bigFastlm
bigFastlm/src
bigFastlm/src/Makevars
bigFastlm/src/bigmemory.cpp
bigFastlm/src/bigmemory.h
bigFastlm/src/big_fast_lm.cpp
bigFastlm/src/Makevars.win
bigFastlm/src/big_fast_lm.h
bigFastlm/NAMESPACE
bigFastlm/R
bigFastlm/R/bigmemory.R
bigFastlm/R/fast_big_lm.R
bigFastlm/README.md
bigFastlm/MD5
bigFastlm/DESCRIPTION
bigFastlm/man
bigFastlm/man/predict.bigLm.Rd
bigFastlm/man/extract-methods.Rd
bigFastlm/man/bigLm.Rd
bigFastlm/man/print.Rd
bigFastlm/man/bigLmPure.Rd
bigFastlm/man/summary.Rd