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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>.

Version: 2.1.0
Depends: R (≥ 3.5.0), Rcpp (≥ 0.12.3), RcppZiggurat, RcppParallel
LinkingTo: Rcpp (≥ 0.12.3), RcppArmadillo, RcppParallel
Suggests: philentropy
Published: 2023-11-09
DOI: 10.32614/CRAN.package.Rfast
Author: 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]
Maintainer: Manos Papadakis <rfastofficial at gmail.com>
BugReports: https://github.com/RfastOfficial/Rfast/issues
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2.0)]
URL: https://github.com/RfastOfficial/Rfast
NeedsCompilation: yes
SystemRequirements: C++17
Materials: README NEWS
CRAN checks: Rfast results

Documentation:

Reference manual: Rfast.pdf

Downloads:

Package source: Rfast_2.1.0.tar.gz
Windows binaries: r-devel: Rfast_2.1.0.zip, r-release: Rfast_2.1.0.zip, r-oldrel: Rfast_2.1.0.zip
macOS binaries: r-release (arm64): Rfast_2.1.0.tgz, r-oldrel (arm64): Rfast_2.1.0.tgz, r-release (x86_64): Rfast_2.1.0.tgz, r-oldrel (x86_64): Rfast_2.1.0.tgz
Old sources: Rfast archive

Reverse dependencies:

Reverse depends: CICA, datanugget, dcortools, mrfse, octad, success
Reverse imports: adass, ALDEx2, autoMFA, bivpois, bltm, CatsCradle, cauchypca, CCd, clusterMI, cols, Compositional, CompositionalML, CompositionalRF, consICA, corrfuns, COTAN, CPC, cpmr, cpss, CptNonPar, dcorVS, dCovTS, deepMOU, Directional, DrDimont, dyads, epilogi, fastFMM, fitlandr, frscore, fsn, funcharts, glmtoolbox, gMOIP, gp, GPCERF, handwriter, highd2means, imbalanceDatRel, IMIFA, iNETgrate, irtQ, jenga, kDGLM, LACE, lmap, MAPFX, mbr, metaGE, metaplus, methylscaper, MetSizeR, mfpp, micd, mixgb, mixpoissonreg, MLE, mlmts, MN, mvcauchy, mvcor, mvhtests, MXM, naive, nda, nebula, nestedcv, NetFACS, NetSci, NGBVS, nlgm, NNS, obfuscatoR, OPI, optimalFlow, pchc, phylotypr, phylter, PNAR, ppsbm, PRSPGx, psichomics, QUALYPSO, RAINBOWR, randomLCA, RankAggSIgFUR, rcccd, RDM, regda, Rfast2, Rogue, Rtropical, rvMF, scoredec, segen, SelectBoost, sensobol, shinyExprPortal, simDAG, skedastic, smartsnp, SmoothWin, SMOTEWB, spaceNet, sparseCov, speaq, Spectrum, SteppedPower, tame, tetragon, tidyclust, TML, truh, TSCI, twl, VERSO, volcano3D, VoxR, WRI, wTO, zenith
Reverse linking to: sensobol
Reverse suggests: FRESA.CAD, HiContacts, mlrCPO, MVNBayesian, sgsR, susieR, variancePartition

Linking:

Please use the canonical form https://CRAN.R-project.org/package=Rfast to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.