CRAN/E | Rfast

Rfast

A Collection of Efficient and Extremely Fast R Functions

Installation

About

A collection of fast (utility) functions for data analysis. Column and row wise means, medians, variances, minimums, maximums, many t, F and G-square tests, many regressions (normal, logistic, Poisson), are some of the many fast functions. References: a) Tsagris M., Papadakis M. (2018). Taking R to its limits: 70+ tips. PeerJ Preprints 6:e26605v1 doi:10.7287/peerj.preprints.26605v1. b) Tsagris M. and Papadakis M. (2018). Forward regression in R: from the extreme slow to the extreme fast. Journal of Data Science, 16(4): 771–780. doi:10.6339/JDS.201810_16(4).00006. c) Chatzipantsiou C., Dimitriadis M., Papadakis M. and Tsagris M. (2020). Extremely Efficient Permutation and Bootstrap Hypothesis Tests Using Hypothesis Tests Using R. Journal of Modern Applied Statistical Methods, 18(2), eP2898. doi:10.48550/arXiv.1806.10947.

github.com/RfastOfficial/Rfast
System requirements C++17
Bug report File report

Key Metrics

Version 2.1.0
R ≥ 3.5.0
Published 2023-11-09 221 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks Rfast results

Downloads

Yesterday 198 0%
Last 7 days 3.249 -22%
Last 30 days 15.126 -17%
Last 90 days 51.025 -35%
Last 365 days 256.361 +44%

Maintainer

Maintainer

Manos Papadakis

Authors

Manos Papadakis

aut / cre / cph

Michail Tsagris

aut

Marios Dimitriadis

ctb

Stefanos Fafalios

aut

Ioannis Tsamardinos

ctb

Matteo Fasiolo

ctb

Giorgos Borboudakis

ctb

John Burkardt

ctb

Changliang Zou

ctb

Kleanthi Lakiotaki

ctb

Christina Chatzipantsiou

ctb

Material

README
NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

Rfast archive

Depends

R ≥ 3.5.0
Rcpp ≥ 0.12.3
RcppZiggurat
RcppParallel

Suggests

philentropy

LinkingTo

Rcpp ≥ 0.12.3
RcppArmadillo
RcppParallel

Reverse Depends

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dcortools
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OPI
success

Reverse Imports

ALDEx2
autoMFA
bivpois
bltm
cauchypca
Compositional
consICA
corrfuns
COTAN
CPC
cpss
CptNonPar
dcorVS
dCovTS
deepMOU
Directional
distinct
DrDimont
dyads
epilogi
fitlandr
frscore
fsn
glmtoolbox
gMOIP
gp
GPCERF
handwriter
imbalanceDatRel
IMIFA
iNETgrate
irtQ
jenga
LACE
mbr
metaGE
metaplus
methylscaper
MetSizeR
mfpp
micd
mixgb
mixpoissonreg
mlmts
molnet
mvhtests
MXM
naive
nebula
nestedcv
Load all 101 items
(warning: might lead to performance issues and take some time)

Reverse Suggests

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Reverse LinkingTo

distinct
sensobol