quantreg: Quantile Regression

Estimation and inference methods for models for conditional quantile functions: Linear and nonlinear parametric and non-parametric (total variation penalized) models for conditional quantiles of a univariate response and several methods for handling censored survival data. Portfolio selection methods based on expected shortfall risk are also now included. See Koenker, R. (2005) Quantile Regression, Cambridge U. Press, <doi:10.1017/CBO9780511754098> and Koenker, R. et al. (2017) Handbook of Quantile Regression, CRC Press, <doi:10.1201/9781315120256>.

Version: 5.99.1
Depends: R (≥ 3.5), stats, SparseM
Imports: methods, graphics, Matrix, MatrixModels, survival, MASS
Suggests: interp, rgl, logspline, nor1mix, Formula, zoo, R.rsp, conquer
Published: 2024-11-22
DOI: 10.32614/CRAN.package.quantreg
Author: Roger Koenker [cre, aut], Stephen Portnoy [ctb] (Contributions to Censored QR code), Pin Tian Ng [ctb] (Contributions to Sparse QR code), Blaise Melly [ctb] (Contributions to preprocessing code), Achim Zeileis [ctb] (Contributions to dynrq code essentially identical to his dynlm code), Philip Grosjean [ctb] (Contributions to nlrq code), Cleve Moler [ctb] (author of several linpack routines), Yousef Saad [ctb] (author of sparskit2), Victor Chernozhukov [ctb] (contributions to extreme value inference code), Ivan Fernandez-Val [ctb] (contributions to extreme value inference code), Martin Maechler ORCID iD [ctb] (tweaks (src/chlfct.f, 'tiny','Large')), Brian D Ripley [trl, ctb] (Initial (2001) R port from S (to my everlasting shame -- how could I have been so slow to adopt R!) and for numerous other suggestions and useful advice)
Maintainer: Roger Koenker <rkoenker at illinois.edu>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://www.r-project.org
NeedsCompilation: yes
Materials: README ChangeLog
In views: Econometrics, Environmetrics, Optimization, ReproducibleResearch, Robust, Survival
CRAN checks: quantreg results

Documentation:

Reference manual: quantreg.pdf
Vignettes: quantreg: crq (source)
quantreg: rq (source)

Downloads:

Package source: quantreg_5.99.1.tar.gz
Windows binaries: r-devel: quantreg_5.99.1.zip, r-release: quantreg_5.99.1.zip, r-oldrel: quantreg_5.99.1.zip
macOS binaries: r-release (arm64): quantreg_5.99.1.tgz, r-oldrel (arm64): quantreg_5.99.1.tgz, r-release (x86_64): quantreg_5.99.1.tgz, r-oldrel (x86_64): quantreg_5.99.1.tgz
Old sources: quantreg archive

Reverse dependencies:

Reverse depends: abc, alphaOutlier, BwQuant, caROC, cqrReg, diagL1, EXRQ, ForecastCombinations, lss2, midasr, pheno, plaqr, QRegVCM, quantregGrowth, quantreg.nonpar, quantsmooth, Rearrangement, riv, RobPer, rrat, SIM, SpatialRegimes, turboEM, vdg, weightQuant
Reverse imports: ACE.CoCo, aftsem, asm, atRisk, batchtma, bgumbel, binsreg, boostrq, car, chipPCR, cluscov, ClusPred, cmcR, cmprskQR, cobs, Compositional, consrq, Counterfactual, cqn, crs, ddpca, diveMove, EdSurvey, emplik, erah, esreg, fairadapt, ForecastComb, gapfill, geeVerse, GEInter, georob, ggpmisc, ggquickeda, gJLS2, HDRFA, hettx, HIMA, hrqglas, invacost, iNZightPlots, JWileymisc, locpolExpectile, lqmix, lqr, marlod, matrisk, MCMCpack, MECfda, MendelianRandomization, MiRKAT, modeLLtest, MRZero, MTE, multid, MultiKink, mvctm, NCA, newIMVC, nlmeVPC, np, NSM3, OPTtesting, pcvr, PDMIF, perryExamples, pez, plotluck, profExtrema, pwr2ppl, qcauchyreg, qcpm, qfa, QRank, QregBB, QRIpkg, qris, qrjoint, qrLMM, qrmix, qrNLMM, qte, QTE.RD, QTOCen, Qtools, quantCurves, quantdr, quantilogram, quantoptr, quantspec, RATest, reverseR, rlme, rms, robmed, RPPanalyzer, RPPASPACE, rqcanon, rqPen, scde, SCnorm, scRepertoire, SeBR, SGP, SimplyAgree, siqr, smoothAPC, sn, SortedEffects, STMr, stR, subsampling, SystemicR, tidyvpc, TSrepr, tsrobprep, TTCA, unitquantreg, WRTDStidal
Reverse suggests: AER, broom, coveffectsplot, dyn, fMRItools, GeoTcgaData, GET, ggblanket, ggeffects, ggformula, ggiraph, ggplot2, ggstance, ggthemes, GLDreg, grandR, gsubfn, HSAUR3, insight, latticeExtra, lava, marginaleffects, mediation, MultiRobust, openair, opera, optimCheck, parameters, performance, PerformanceAnalytics, picante, simsem, skedastic, survey, tidyfit, tram, vinereg
Reverse enhances: jtools, MuMIn, prediction, robustbase, stargazer

Linking:

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