Rfast: A Collection of Efficient and Extremely Fast R Functions
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>. d) Tsagris M., Papadakis M., Alenazi A. and Alzeley O. (2024). Computationally Efficient Outlier Detection for High-Dimensional Data Using the MDP Algorithm. Computation, 12(9): 185. <doi:10.3390/computation12090185>. e) Tsagris M. and Papadakis M. (2025). Fast and light-weight energy statistics using the R package Rfast. <doi:10.48550/arXiv.2501.02849>.
Version:
2.1.5.2
Published:
2025年10月10日
Author:
Manos Papadakis [aut, cre, cph],
Michail Tsagris [aut],
Marios Dimitriadis [aut],
Stefanos Fafalios [aut],
Matteo Fasiolo [aut],
Morgan Jacob [ctb],
Giorgos Borboudakis [aut],
John Burkardt [aut],
Changliang Zou [aut]
Maintainer:
Manos Papadakis <rfastofficial at gmail.com>
License:
GPL-2 |
GPL-3 [expanded from: GPL (≥ 2.0)]
NeedsCompilation:
yes
SystemRequirements:
C++17
Documentation:
Downloads:
Reverse dependencies:
Reverse imports:
ActiveLearning4SPM,
adass,
ALDEx2,
bivpois,
bltm,
BMIselect,
CatsCradle,
cauchypca,
CCd,
clusterMI,
colocboost,
cols,
Compositional,
CompositionalClust,
CompositionalHDDA,
CompositionalML,
CompositionalRF,
CompositionalSR,
consICA,
consrq,
corrfuns,
COTAN,
CPC,
cpmr,
cpss,
CptNonPar,
Cronbach,
CrossExpression,
crumblr,
dcorVS,
dCovTS,
decorrelate,
deepMOU,
DER,
Directional,
DrDimont,
dyads,
epilogi,
estats,
fastbioclim,
fastFMM,
fChange,
fitlandr,
frscore,
fsn,
funcharts,
fuzzylink,
glmtoolbox,
gMOIP,
gomp,
gp,
GPCERF,
handwriter,
highd2means,
imbalanceDatRel,
IMIFA,
irtQ,
jenga,
kDGLM,
LACE,
LePage,
lmap,
manydist,
MAPFX,
mbr,
metaGE,
metaplus,
methylscaper,
MetSizeR,
mfpp,
micd,
mixgb,
mixpoissonreg,
MLE,
mlmts,
MN,
mvcauchy,
mvcor,
mvhtests,
naive,
nda,
nebula,
NeEDS4BigData,
nestedcv,
NetSci,
NGBVS,
nlgm,
NNS,
obfuscatoR,
OPI,
optimalFlow,
pchc,
pdcor,
PhyloProfile,
phylotypr,
phylter,
PNAR,
ppks,
ppsbm,
psichomics,
QUALYPSO,
RAINBOWR,
randomLCA,
RankAggSIgFUR,
rcccd,
RDM,
regda,
Rfast2,
robqda,
Rogue,
Rtropical,
rvMF,
scoredec,
scpropreg,
sdlrm,
segen,
SelectBoost,
sensobol,
shinyExprPortal,
simDAG,
skedastic,
smartsnp,
smoppix,
SMOTEWB,
spaceNet,
sparseCov,
speaq,
Spectrum,
SteppedPower,
tame,
tetragon,
thamesmix,
TML,
truh,
TSCI,
tvcure,
twl,
univariateML,
VERSO,
volcano3D,
VoxR,
WRI,
wTO,
xCell2,
zenith
Reverse suggests:
binomCI,
CimpleG,
corbouli,
fertilmodel,
FRESA.CAD,
HiContacts,
lightAUC,
mlrCPO,
MVNBayesian,
plattice,
poobly,
sgsR,
susieR,
TPXG,
variancePartition
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=Rfast
to link to this page.