Sparse and Dense Matrix Classes and Methods

Classes and methods for dense and sparse matrices and operations on them using 'LAPACK' and 'SuiteSparse'.


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install.packages("Matrix")

1.2-8 by Martin Maechler, 3 months ago


http://Matrix.R-forge.R-project.org/


Browse source code at https://github.com/cran/Matrix


Authors: Douglas Bates <bates@stat.wisc.edu> and Martin Maechler


Documentation:   PDF Manual  


Task views: Econometrics, Multivariate Statistics, Numerical Mathematics


GPL (>= 2) | file LICENCE license


Imports methods, graphics, grid, stats, utils, lattice

Suggests expm, MASS

Enhances MatrixModels, graph, SparseM, sfsmisc


Imported by AICcmodavg, ArCo, BTYD, BayesS5, BayesianTools, BeSS, BigQuic, BinOrdNonNor, CEGO, CIAAWconsensus, CNull, CRF, CatEncoders, ChainLadder, CluMix, CollocInfer, CompareCausalNetworks, CorReg, Corbi, Countr, Crossover, Cyclops, DA.MRFA, DAISIE, DDD, DESP, DNMF, DRaWR, Datasmith, DiffNet, DrBats, ECOSolveR, EFDR, Epi, FDboost, FREGAT, FRK, FSInteract, FTRLProximal, FactoRizationMachines, FastImputation, FeatureHashing, FindIt, GENLIB, GFD, GeomComb, HDPenReg, HLMdiag, HRQoL, HiCglmi, INLABMA, Infusion, IsingFit, LANDD, LICORS, LMERConvenienceFunctions, LPR, LassoBacktracking, MANOVA.RM, MCMCprecision, MEGENA, MESS, MFPCA, MatrixModels, Morpho, MuMIn, NORTARA, OpenMx, PBImisc, PCADSC, PEIP, POUMM, PenCoxFrail, PerFit, R2MLwiN, RCMIP5, REndo, RFinfer, RKEEL, RMThreshold, ROI.plugin.clp, ROI.plugin.ecos, ROI.plugin.scs, RSSL, RSiena, RSpectra, RVFam, RVPedigree, RcppBlaze, RcppEigen, Rdtq, ResourceSelection, RevEcoR, Rphylopars, SCGLR, SHLR, SID, SISIR, SMNCensReg, SSN, STB, ScreenClean, SemiParSampleSel, SimInf, SwarmSVM, TANDEM, TMB, TTCA, VCA, XGR, XMRF, apcluster, apdesign, arc, asnipe, automultinomial, bamlss, basefun, bastah, benchmarkme, bibliometrix, blockseg, bootnet, brglm2, bridgesampling, brms, btergm, btf, cape, chinese.misc, chords, cleanNLP, clustvarsel, coalescentMCMC, codingMatrices, comato, complexplus, cooccurNet, cope, copula, covmat, coxinterval, coxme, crisp, ctmm, ctsem, denoiseR, denseFLMM, diffusionMap, dmt, dnet, doBy, dplR, dynr, eRm, effectFusion, ergm, eva, evclust, evolqg, expoRkit, ez, face, fbar, fdapace, flars, funcy, gMCP, gRbase, gcbd, geomorph, glm.ddR, glmmLasso, glmmTMB, glmmsr, glmnetUtils, gmum.r, gnm, goric, graphicalVAR, growfunctions, hbm, hbsae, hierarchicalDS, hierarchicalSets, hisemi, hmi, icdGLM, igraph, influence.ME, influenceR, intercure, ivmodel, joineRML, kknn, ldstatsHD, lgcp, lmeresampler, lmvar, lpbrim, ltmle, ludic, lvnet, mRchmadness, marcher, marked, markovchain, mboost, mcglm, medflex, merDeriv, metaMix, metaSEM, metafuse, metagear, mgcv, midasr, misclassGLM, mistral, mltools, mme, moult, msaenet, multibiplotGUI, multimark, netClass, netCoin, netdiffuseR, nettools, neuroim, nmfgpu4R, nopaco, oem, optBiomarker, optiSel, optismixture, opusminer, ordinal, pbkrtest, perARMA, pez, phangorn, phantom, phia, phylocurve, pi0, polmineR, polycor, polywog, powerplus, prozor, pulsar, pvclass, qgraph, qrjoint, quantable, quanteda, quantreg, r2glmm, rFTRLProximal, ragt2ridges, randomForest.ddR, randomLCA, rankFD, raptr, rdomains, refund, repolr, rmgarch, robustreg, rodd, rolypoly, rpql, rsig, rstanarm, sNPLS, saeRobust, sbfc, scalpel, scam, scrubr, scs, seqHMM, seqMeta, simcausal, sirt, sjstats, slimrec, smam, smart, spaMM, spacom, sparseFLMM, sparseHessianFD, sparsebnUtils, sparsesvd, sparsevar, spatgraphs, spatstat, spatsurv, sphet, splm, spmoran, stR, stm, stocc, strum, superbiclust, surveillance, survival, synlik, tensorr, text2vec, threeboost, threejs, tidytext, tmle.npvi, tmlenet, tsDyn, umx, varComp, xLLiM, xgboost.

Depended on by ADDT, ADMMnet, BCE, BDgraph, BTLLasso, BacArena, BayesFactor, BinNonNor, BinNor, CAM, CLSOCP, CRTgeeDR, CVST, CompetingRisk, CoxBoost, Coxnet, DAGGER, DODR, DRR, DoubleCone, EMCluster, EMMREML, FAiR, FENmlm, FTICRMS, GAMBoost, GHap, GPvam, GenOrd, GeoDE, GrassmannOptim, HiCfeat, HiPLARM, IPMpack, LPmerge, LSC, MBC, MCMCglmm, MDPtoolbox, MEET, MIIVsem, MMS, Matrix.utils, Metatron, MultiGHQuad, MultiOrd, MultiVarSel, MultisiteMediation, NegBinBetaBinreg, NetworkRiskMeasures, ORDER2PARENT, OrdNor, PCovR, PRISMA, PROFANCY, PhylogeneticEM, PivotalR, PoisBinNonNor, PoisBinOrd, PoisBinOrdNonNor, PoisBinOrdNor, PoisNonNor, PoisNor, PrevMap, ProbitSpatial, QRM, R2STATS, REBayes, REREFACT, RFGLS, RGENERATEPREC, RMRAINGEN, RNewsflow, RSarules, RealVAMS, Rmosek, SALES, SML, SOR, SpatioTemporal, StableEstim, SubgrpID, TPEA, TimeProjection, TreePar, ViSiElse, adaptMCMC, adaptsmoFMRI, addhaz, agop, ahaz, arm, arules, arulesCBA, aster2, bayesGDS, bc3net, bgsmtr, bigdata, biglasso, bnstruct, cAIC4, camel, cherry, climwin, covLCA, cpgen, cplm, crqa, crrp, cthreshER, ctmcmove, cvxbiclustr, cvxclustr, dcGOR, dclone, dglars, dhglm, distrom, dmm, dosresmeta, dualScale, epistasis, epoc, excursions, expm, fExpressCertificates, fanc, fastclime, fda, flare, frailtyHL, gamlr, gamm4, gcdnet, gdistance, geeM, genlasso, geostatsp, gettingtothebottom, glmm, glmnet, gptk, growthrate, grpreg, grpregOverlap, gskat, gvcm.cat, gwerAM, hdlm, hglm, hglm.data, highriskzone, hts, huge, ibmdbR, inarmix, inca, irlba, isotonic.pen, kinship2, klin, largeVis, lassoscore, ldr, lfe, lme4, lmerTest, logcondiscr, lsgl, mapfit, mclogit, mdhglm, mediation, mefa4, metafor, mht, mi, minque, mosaic, msda, msgl, multiAssetOptions, mvglmmRank, nadiv, netcoh, netgsa, nonlinearTseries, optbdmaeAT, optimbase, optrcdmaeAT, orderedLasso, pETM, pedgene, pedigree, pedigreemm, penDvine, phmm, picasso, pleio, qgtools, qlcMatrix, qpcR, quadrupen, qut, rCUR, ramps, recommenderlab, reglogit, rmatio, robustlmm, rsggm, sGPCA, sSDR, scvxclustr, sdwd, sensory, sglOptim, sglasso, softImpute, sommer, spacejam, sparseMVN, sparsestep, spatialprobit, spdep, speedglm, ssfa, survey, svcm, sybil, sybilEFBA, sybilSBML, sybilccFBA, sybilcycleFreeFlux, systemfit, textTinyR, textir, textmineR, tmvtnorm, trustOptim, wfe, wordspace.

Suggested by AdaptiveSparsity, CARBayes, ChoiceModelR, DGCA, ESEA, FSelectorRcpp, HSAUR, HSAUR2, LncPath, NCmisc, PAGI, PRIMME, R.matlab, Rcoclust, RcppArmadillo, Rmpfr, STPGA, SpaDES, SweaveListingUtils, afex, blockmodeling, broom, car, cccd, classGraph, corrgram, cpr, ddR, dils, dimRed, discSurv, e1071, extraTrees, eyetrackingR, fGarch, flacco, funrar, gap, gcKrig, gear, gemtc, gmodels, h2o, hamlet, hdi, lava, lda, lfactors, loe, matrixpls, mefa, mlt.docreg, neat, pcalg, pergola, prc, rARPACK, rattle, rmumps, robustbase, robustvarComp, rope, rstan, scidb, sfsmisc, solarius, spam, sprint, sptm, srvyr, stabledist, tableone, zenplots.

Enhanced by OptimalDesign, Rcplex, Rcsdp, coop, skmeans, slam.


See at CRAN