1. Miscellaneous

1.1. Listing installed packages

[1]:
ip <- as.data.frame(installed.packages()[,c(1,3:4)])
rownames(ip) <- NULL
ip <- ip[is.na(ip$Priority),1:2,drop=FALSE]
print(ip, row.names=FALSE)
               Package      Version
             ADGofTest          0.3
                   AER        1.2-8
                   AGD         0.39
            AICcmodavg        2.2-2
                   ATR        0.1-0
                   AUC        0.3.0
             AlgDesign    1.1-7.3.1
                Amelia        1.7.6
           AmesHousing        0.0.3
           AsioHeaders     1.12.1-1
                    BB    2019.10-1
                BBmisc         1.11
                    BH     1.69.0-1
           BIFIEsurvey       3.3-12
                   BMA      3.18.11
                  BSDA        1.2.0
             BatchJobs          1.8
               BayesFM        0.1.2
           BayesFactor   0.9.12-4.2
                BayesX        0.3-1
             BayesXsrc        3.0-1
             BiasedUrn         1.07
           BiocManager      1.30.10
         BradleyTerry2        1.1-0
           Brobdingnag        1.2-6
                  BsMD  2013.0718-1
                   C50        0.1.2
          CARBayesdata          2.1
                  CBPS         0.21
                   CDM       7.4-19
                  CVST        0.2-2
             CircStats        0.2-6
         Ckmeans.1d.dp        4.3.0
          CompQuadForm        1.4.3
              CoxBoost          1.4
                Cubist        0.2.2
                  DAAG       1.22.1
                   DBI        1.0.0
               DBItest        1.5-2
              DEoptimR        1.0-8
                DHARMa        0.2.6
                  DMwR        0.4.1
                   DRR        0.0.3
                    DT         0.10
               DendSer        1.0.1
                 Deriv        3.9.0
             DescTools      0.99.30
               Devore7        0.7.6
            DiceDesign        1.8-1
           DiceKriging        1.5.6
             DiceOptim          2.0
           DiscriMiner       0.1-29
     DistributionUtils        0.6-0
           DoseFinding       0.9-17
             EMMIXskew        1.0.3
                 Ecdat        0.3-4
                 Ecfun        0.2-0
         ElemStatLearn  2015.6.26.2
                   Epi         2.40
              EpiModel        1.7.3
            ExPosition       2.8.23
                    FD       1.0-12
               FDboost        0.3-2
                   FME        1.3.5
              FMStable        0.1-2
                   FNN        1.1.3
         FSelectorRcpp        0.3.1
            FactoMineR          2.0
            Factoshiny        1.0.7
              Fahrmeir    2016.5.31
               Formula        1.2-3
                    GA          3.2
              GAMBoost        1.2-3
                 GDINA        2.7.3
                GGally        1.4.0
          GLMMadaptive        0.6-5
           GPArotation    2014.11-1
                 GPfit        1.0-8
                 GenSA        1.1.7
 GeneralizedHyperbolic        0.8-4
            GetoptLong        0.1.7
         GlobalOptions        0.1.1
                Guerry        1.6-1
                 HRQoL          1.0
                 HSAUR        1.3-9
                HSAUR2       1.1-17
                HSAUR3        1.0-9
              HaploSim        1.8.4
                 Hmisc        4.3-0
                   ICE         0.69
                   ICS        1.3-1
                 ICSNP        1.1-1
            ICSOutlier        0.3-0
                ICsurv          1.0
             IRdisplay        0.7.0
              IRkernel        1.0.2
                  ISLR          1.2
              ISOcodes   2019.04.22
                  ISwR        2.0-7
                   Iso       0.0-18
                IsoriX        0.8.1
                    JM        1.4-8
             JuliaCall       0.17.0
               Kendall          2.2
             KernelKnn        1.0.9
               KrigInv        1.4.1
                LDAvis        0.3.2
              LDRTools        0.2-1
               LSAmitR        1.0-2
                   LaF        0.8.0
                Lahman        7.0-1
         LaplacesDemon       16.1.1
            LearnBayes       2.15.1
             LiblineaR       2.10-8
              LogicReg        1.6.1
                   MBA        0.0-9
              MCMCglmm         2.29
              MCMCpack        1.4-4
                 MEMSS        0.9-3
                 MIICD          2.4
             MLmetrics        1.1.1
                   MNP        3.1-0
                   MPV         1.55
               MatchIt        3.0.2
              Matching        4.9-6
          MatrixModels        0.4-1
          ModelMetrics        1.2.2
       MplusAutomation        0.7-3
                 MuMIn       1.43.6
                  NADA        1.6-1
                NHANES        2.1.0
             NISTunits        1.0.1
                   NLP        0.2-0
                   NMF       0.21.0
               NbClust          3.0
        NeuralNetTools        1.5.2
              NlcOptim          0.6
          OAIHarvester        0.3-0
      OpenMPController        0.2-5
                OpenMx       2.15.4
                 PASWR          1.1
            PBSmapping       2.72.1
                 PCICt      0.5-4.1
                   PKI      0.1-5.1
            PKPDmodels        0.3.2
                 PMCMR          4.3
                 PRROC        1.3.1
          ParamHelpers         1.12
  PerformanceAnalytics        1.5.3
       ProjectTemplate        0.9.0
               Publish   2019.11.02
                  QUIC          1.1
               R.cache       0.13.0
             R.devices       2.16.1
              R.matlab        3.6.2
           R.methodsS3        1.7.1
                  R.oo       1.23.0
                 R.rsp       0.43.2
               R.utils        2.9.0
              R2BayesX        1.1-1
                R2HTML        2.3.2
            R2OpenBUGS      3.2-3.2
             R2WinBUGS       2.1-21
                    R6        2.4.1
                  RANN        2.6.1
              RArcInfo       0.4-12
                RClone        1.0.2
          RColorBrewer        1.1-2
                 RCurl    1.95-4.12
               RItools       0.1-17
               RJSONIO      1.3-1.3
                RLRsim        3.1-3
                RNeXML        2.4.0
                  ROCR        1.0-7
                   ROI        0.3-2
           RPushbullet        0.3.2
                   RRF        1.9.1
                 RSNNS       0.4-12
               RSQLite        2.1.2
        RSVGTipsDevice        1.0-7
              RSclient        0.7-3
                RSiena       1.2-12
              RSpectra       0.15-0
                 RUnit       0.4.32
               RWiener        1.3-1
          RandomFields        3.3.6
     RandomFieldsUtils        0.5.3
            RankAggreg        0.6.5
                 Rcmdr        2.6-1
             RcmdrMisc        2.5-1
                  Rcpp        1.0.3
         RcppArmadillo  0.9.800.1.0
              RcppCCTZ        0.2.6
             RcppEigen    0.3.3.7.0
          RcppParallel        4.4.4
          RcppProgress        0.4.1
              RcppRoll        0.3.0
                 Rcsdp       0.1.55
                Rdpack       0.11-0
            RefManageR       1.2.12
           RgoogleMaps        1.4.4
           RhpcBLASctl     0.18-205
                  Rook        1.1-1
                Rserve      1.7-3.1
                Rsolnp         1.16
                 Rtsne         0.15
              Rttf2pt1        1.3.7
               Runuran         0.27
                   SEL        1.0-2
                   SIS        0.8-7
               SQUAREM    2017.10-1
               SemiPar      1.0-4.2
               SimComp          3.3
             SimDesign         1.14
        SkewHyperbolic        0.4-0
               Sleuth2        2.0-5
             SnowballC        0.6.0
            SparseGrid        0.8.2
               SparseM         1.77
           StanHeaders       2.19.0
          SuperLearner       2.0-25
             SuppDists      1.1-9.4
              SwarmSVM        0.1-5
                   TAM       3.3-10
               TH.data       1.0-10
                   TMB       1.7.15
                   TSA          1.2
                   TSP        1.1-7
                   TTR       0.23-5
         TeachingDemos         2.10
            TransModel          2.1
       TruncatedNormal          2.1
                  VGAM        1.1-2
              VGAMdata        1.0-3
                   VIM        4.8.0
         VarianceGamma        0.4-0
               Vdgraph        2.2-2
           VennDiagram       1.6.20
            VineCopula        2.3.0
                WhatIf        1.5-9
             WrightMap        1.2.1
                   XML    3.98-1.20
                 Zelig      5.1.6.1
           ZeligChoice        0.9-6
               ZeligEI        0.1-2
                 abind        1.4-5
               acepack        1.4.1
                actuar        2.3-2
                   ada        2.0-5
                adabag          4.2
       additivityTests        1.1-4
                  ade4       1.7-13
           adegraphics       1.0-15
          adehabitatLT       0.3.24
          adehabitatMA       0.3.13
                  afex       0.25-1
                 akima        0.6-2
               alabama     2015.3-1
                alpaca        0.3.1
             alphahull          2.2
                  alr3        2.0.8
                  alr4        1.0.6
                  amap       0.8-17
                  anMC        0.2.2
             analogsea        0.7.2
              antiword          1.3
                   aod        1.3.1
                 aods3      0.4-1.1
                   ape          5.3
               aplpack        1.3.3
                argon2        0.2-0
             argonDash        0.1.0
                argonR        0.1.0
                   arm       1.10-1
                arules        1.6-4
                   ash       1.0-15
               askpass          1.1
            assertthat        0.2.1
       aws.ec2metadata        0.2.0
                aws.s3       0.3.12
         aws.signature        0.5.2
             backports        1.1.5
                  bang        1.0.0
                base64          2.0
             base64enc        0.1-3
             base64url          1.4
               basefun        1.0-6
            batchtools       0.9.11
             bayesplot        1.7.0
            bayestestR        0.4.0
                 bbmle       1.0.20
             bdsmatrix        1.3-3
              beanplot          1.2
              beeswarm        0.2.3
                 bench        1.0.4
                benchr      0.2.3-1
               betareg        3.1-2
                bibtex        0.4.2
               biclust        2.0.1
                  bife          0.6
          biganalytics       1.1.14
            bigassertr        0.1.1
              biglasso        1.3-7
                 biglm        0.9-1
             bigmemory       4.5.33
         bigmemory.sri        0.1.3
          bigparallelr        0.1.2
           bigtabulate        1.1.5
             bigutilsr        0.2.2
                 binda        1.0.3
                   bit       1.1-14
                 bit64        0.9-7
                bitops        1.0-6
               blavaan        0.3-8
                  blme        1.0-4
                  blob        1.2.0
            blockTools        0.6-3
               bnlearn          4.5
              bookdown         0.16
             bootstrap       2019.6
                  brew        1.0-6
                 brglm        0.6.2
        bridgesampling        0.7-2
                  brnn          0.7
                 broom        0.5.2
           broom.mixed        0.2.4
               bs4Dash        0.4.0
              bshazard          1.1
                   bst       0.3-17
                 cAIC4          0.8
                    ca         0.71
               caTools     1.17.1.2
             calibrate        1.7.5
            calibrator        1.2-8
                 callr        3.3.2
               candisc        0.8-0
                 caper        1.0.1
                   car        3.0-5
               carData        3.0-3
                  care       1.1.10
                 caret       6.0-84
         caretEnsemble        2.0.0
               catdata        1.2.1
                   cba       0.2-21
                cclust       0.6-21
            cellranger        1.1.0
                   cem       1.1.19
               censReg       0.5-26
             checkmate        1.9.4
          chemometrics        1.4.2
                 chron       2.3-54
              circlize        0.4.8
               clValid        0.6-6
              classInt        0.4-2
              cleanNLP        3.0.0
                   cli        1.1.0
                cliapp        0.1.0
                 clipr        0.7.0
            clisymbols        1.2.0
          clubSandwich        0.3.5
                  clue       0.3-57
     clusterGeneration        1.3.4
            clusterSEs        2.6.2
                 cmaes       1.0-11
                cmaesr        1.0.3
                cmprsk        2.2-9
             coRanking        0.1.4
                  cobs        1.3-3
                  coda       0.19-3
                  coin        1.3-1
            colorspace        1.4-1
          colourpicker          1.0
              combinat        0.0-8
            commonmark          1.7
            comprehenr        0.6.7
                  cond      1.2-3.1
              coneproj         1.14
           conf.design        2.0.0
                config          0.3
              contfrac       1.1-12
            copulaData        0.0-1
               corpcor        1.6.9
              corrgram         1.13
              corrplot         0.84
           countrycode        1.1.0
                  covr        3.4.0
               cowplot        1.0.0
           coxinterval          1.2
                  cplm        0.7-8
                crayon        1.3.4
                  crch        1.0-4
           credentials          1.1
                  crop        0.0-2
             crosstalk        1.0.0
              crossval        1.0.3
               crrstep     2015-2.1
                  crul        0.9.0
             csampling      1.2-2.1
               cshapes          0.6
                  csvy        0.3.0
              cubature        2.0.3
                  curl          4.2
                 cvAUC        1.1.0
               cvTools        0.3.2
             cyclocomp        1.1.0
             d3Network      0.5.2.1
             d3heatmap      0.6.1.2
                   d3r        0.8.7
            data.table       1.12.6
             data.tree       0.7.11
                  date       1.2-38
                dbplyr        1.4.2
                dbscan        1.1-5
               dcurver        0.9.1
               ddalpha       1.3.10
               deSolve         1.25
               debugme        1.1.0
               deepnet          0.2
                deldir       0.1-23
            deltaPlotR          1.6
            dendextend       1.12.0
          dendroextras        0.2.3
              denstrip        1.5.4
                  desc        1.2.0
                 descr        1.1.4
                devEMF          3.7
              devtools        2.2.1
               dfoptim     2018.2-1
               diagram        1.6.4
             dichromat        2.0-0
                  difR          5.0
               diffobj        0.2.3
                digest       0.6.23
                dimRed        0.2.3
                  dina        2.0.0
                  dint        2.1.0
               diptest       0.75-7
          directlabels   2018.05.22
                 dismo        1.1-4
           disposables        1.0.3
              diveMove        1.4.5
                  dlnm        2.3.9
                  doMC        1.3.6
            doParallel       1.0.15
                 doRNG        1.7.1
               doRedis        1.1.1
             dotCall64        1.0-0
            dotwhisker        0.5.0
            downloader          0.4
                 dplyr        0.8.3
                    dr       3.0.10
                dtplyr        1.0.0
                   dtt        0.1-2
                   dtw       1.21-3
              dygraphs      1.1.1.6
        dynamicTreeCut       1.63-1
                 dynlm        0.3-6
               dynsurv        0.3-7
                 e1071        1.7-3
                   eRm        1.0-0
                   eaf          1.8
                 earth        5.1.2
             echarts4r        0.2.3
               effects        4.1-4
            effectsize        0.0.1
                   egg        0.4.5
                   eha        2.7.6
                    ei        1.3-3
                eiPack        0.1-9
            elasticnet        1.1.1
               ellipse        0.4.1
              ellipsis        0.3.0
              elliptic        1.4-0
               emdbook       1.3.11
               emmeans        1.4.3
                  emoa        0.5-0
              emulator       1.2-20
                energy        1.7-6
               english        1.2-3
               entropy        1.2.1
                  erer          2.5
                  ergm       3.10.4
            ergm.count        3.4.0
              ergm.ego          0.5
             ergm.rank        1.2.0
        ergm.userterms       3.10.0
          estimability          1.3
              estimatr       0.20.0
                   etm        1.0.5
              evaluate         0.14
                   evd        2.3-3
              evdbayes        1.1-1
                  evir        1.7-4
                evtree        1.0-8
                expint        0.1-5
                  expm      0.999-4
            extraDistr       1.8.11
             extrafont         0.17
           extrafontdb          1.0
               fBasics      3042.89
                fGarch    3042.83.1
              fTrading      3042.79
             fabricatr       0.10.0
                 fansi        0.4.0
               faraway        1.0.7
                farver        2.0.1
          fastAdaboost        1.0.0
            fastGHQuad          1.0
               fastICA        1.2-2
                 fastR       0.10.3
               fastglm        0.0.1
               fastmap        1.0.1
             fastmatch        1.1-0
               fauxpas        0.2.0
                   fda        2.4.8
               fda.usc        2.0.0
               fdrtool       1.2.15
               feather        0.3.5
                 feisr        1.0.1
                    ff       2.2-14
                ffbase       0.12.7
                fields         10.0
              filehash        2.4-2
            fit.models       0.5-14
          fitdistrplus       1.0-14
            flashClust       1.01-2
             flexclust        1.4-0
         flexdashboard      0.5.1.1
               flexmix       2.3-15
              flexsurv        1.1.1
                 float        0.2-3
                 flock          0.7
                  fmsb        0.6.3
               foghorn        1.1.3
     fontBitstreamVera        0.1.1
        fontLiberation        0.1.0
                fontcm          1.1
            fontquiver        0.2.1
               forcats        0.4.0
               foreach        1.4.7
              forecast          8.9
            forestplot          1.9
                 forge        0.2.0
               formatR          1.7
           formattable      0.2.0.1
              fortunes        1.5-4
                   fpc        2.2-3
              fracdiff        1.4-2
                  frbs        3.1-0
      freetypeharfbuzz        0.2.5
                    fs        1.3.1
                   fst        0.9.0
                   fts      0.9.9.2
            functional          0.6
                 furrr        0.1.0
         futile.logger        1.4.3
        futile.options        1.0.1
                future       1.15.1
          future.apply        1.3.0
     future.batchtools        0.8.1
                   gam       1.16.1
                gamair        1.0-2
           gamboostLSS        2.0-1
                gamlss        5.1-5
           gamlss.data        5.1-4
           gamlss.dist        5.1-5
                 gamm4        0.2-5
                   gap        1.2.1
          gap.datasets        0.0.4
             gapminder        0.3.0
                gargle        0.4.0
                  gbRd       0.4-11
                   gbm        2.1.5
                 gclus        1.3.2
             gcookbook          2.0
                 gdata       2.18.0
                   gee      4.13-20
                  geeM       0.10.1
               geepack        1.2-1
                geiger      2.0.6.2
                gender        0.5.3
              generics        0.0.2
                  geoR    1.7-5.2.1
               geoRglm       0.9-11
              geoknife        1.6.3
              geometry        0.4.4
             geosphere       1.5-10
               getPass        0.2-2
               ggExtra          0.9
             gganimate        1.0.4
            ggbeeswarm        0.6.0
              ggbiplot         0.55
              ggdendro       0.1-20
             ggeffects       0.13.0
               ggforce        0.3.1
             ggformula        0.9.2
                 ggmap        3.0.0
               ggplot2        3.2.1
         ggplot2movies        0.0.1
                 ggpol        0.0.5
                ggpubr        0.2.4
               ggrepel        0.8.1
              ggridges        0.5.1
                 ggsci          2.9
              ggsignif        0.6.0
              ggstance        0.3.3
              ggthemes        4.2.0
                    gh        1.0.1
                 gistr        0.4.2
                 git2r       0.26.1
                glasso         1.11
                   gld          2.6
                  glm2        1.2.1
                glmmML        1.1.0
               glmmTMB        0.2.3
                glmmsr        0.2.3
                glmnet        3.0-1
           glmnetUtils        1.1.3
                  glmx        0.1-1
               globals       0.12.4
                  glue        1.3.1
                gmailr        1.0.0
                   gmm        1.6-2
                  gmnl      1.1-3.1
               gmodels       2.18.1
                   gnm        1.1-0
               goftest        1.1-1
             googleVis        0.6.4
                 gower        0.2.1
                gpclib        1.5-5
                gplots      3.0.1.1
              gridBase        0.4-7
             gridExtra          2.3
          gridGraphics        0.4-1
               grouped        0.6-0
                grpreg        3.2-1
         grpregOverlap        2.2-0
                   gss       2.1-10
                 gstat        2.0-3
                gsubfn          0.7
                gtable        0.3.0
                gtools        3.8.1
            gutenbergr        0.1.5
                   h2o     3.26.0.2
           haplo.stats        1.7.9
                 haven        2.2.0
                   hdi        0.1-7
             heatmaply       0.16.0
               heplots        1.3-5
                  here          0.1
               hexView        0.3-4
                hexbin       1.28.0
             highlight      0.4.7.2
                 highr          0.8
               hipread        0.2.1
                   hms        0.5.2
                   hoa      2.1.4.1
             htmlTable       1.13.2
             htmltools        0.4.0
           htmlwidgets        1.5.1
              httpcode        0.2.0
                httpuv        1.5.2
                  httr        1.4.1
              hunspell          3.0
              huxtable        4.7.0
              hypergeo       1.2-13
                ibdreg        0.2.5
            igraphdata        1.0.1
                 immer       1.1-35
                import        1.1.0
                  ineq       0.2-13
                   ini        0.3.1
                inline       0.3.15
               insight        0.7.0
                interp       1.0-32
             intervals       0.15.1
                intsvy          2.4
                  inum        1.0-1
              invgamma          1.1
                 ipred        0.9-9
                ipumsr        0.4.2
                   ipw       1.0-11
                 irace          3.3
                 irlba        2.3.3
                   irr       0.84.1
                  isa2        0.3.5
                 ismev         1.42
             iterators       1.0.12
             itertools        0.1-3
                ivpack          1.2
           janeaustenr        0.1.5
               janitor        1.2.0
                joineR        1.2.4
              joineRML        0.4.2
                  jomo       2.6-10
                  jose          1.0
                  jpeg      0.1-8.1
              jsonlite          1.6
                jtools        2.0.1
            kableExtra        1.1.0
                 keras      2.2.5.0
              kerdiest          1.2
               kernlab       0.9-29
              kinship2        1.8.4
                  klaR       0.6-14
                   kmi        0.5.5
         knitcitations       1.0.10
                 knitr         1.26
                koRpus       0.11-5
        koRpus.lang.en        0.1-3
               kohonen       3.0.10
                    ks       1.11.6
                kutils         1.69
                  laGP        1.5-5
              labeling          0.3
              labelled        2.2.1
                laeken        0.5.0
              lambda.r        1.2.4
             languageR        1.5.0
                  lars          1.2
                lasso2       1.2-20
             latentnet        2.9.0
                 later        1.0.0
          latticeExtra       0.6-28
                  lava        1.6.6
            lava.tobit          0.5
                lavaan        0.6-5
         lavaan.survey      1.1.3.1
              lazyeval        0.2.2
               lazyrmd      0.2.0.1
                 lbfgs        1.2.1
               lbfgsb3  2015-2.13.1
              lbfgsb3c  2018-2.13-1
                   lda        1.4.2
               leaflet        2.0.3
     leaflet.providers        1.9.0
              leafsync        0.1.0
                 leaps          3.0
               lexicon        1.2.1
                   lfe        2.8-3
                   lgr        0.3.3
                   lhs        1.0.1
               libcoin        1.0-5
             lifecycle        0.1.0
                likert        1.3.5
               linprog        0.9-2
                 lintr        2.0.0
             lisrelToR        0.1.4
               listenv        0.7.0
            listviewer        3.0.0
                   lle          1.1
               lm.beta        1.5-1
                  lme4       1.1-21
              lmerTest        3.1-0
               lmodel2        1.7-3
                  lmom          2.8
                lmtest       0.9-37
                locfit      1.5-9.1
                   loe          1.1
                 log4r        0.3.1
            logcondens        2.1.5
                logger          0.1
               logging     0.10-108
               logistf         1.23
             logspline       2.1.15
                lokern        1.1-8
              longmemo        1.1-1
                   loo        2.1.0
               lpSolve     5.6.13.3
            lpSolveAPI 5.5.2.0-17.4
                  lqmm        1.5.4
                   lsa       0.73.1
                  lsei        1.2-0
               lsmeans       2.30-0
                   ltm        1.1-1
             lubridate        1.7.4
                   mAr        1.1-2
                 magic        1.5-9
              magrittr          1.5
                  mail          1.0
            manipulate        1.0.1
      manipulateWidget       0.10.0
               mapdata        2.3.0
               mapproj        1.2.6
                  maps        3.3.0
              maptools        0.9-8
               maptree        1.4-7
                  marg      1.2-2.1
               margins       0.3.23
              markdown          1.1
           matrixStats       0.55.0
            matrixcalc        1.0-3
                maxLik        1.3-6
               maxlike        0.1-7
                mboost        2.9-1
                  mc2d       0.1-18
               mclogit        0.6.1
                mclust        5.4.5
                  mcmc        0.9-6
                mcmcse        1.3-2
                   mco     1.0-15.1
                   mda       0.4-10
                mdhglm          1.8
                  mdmb       1.3-18
          measurements        1.4.0
              measures          0.2
             mediation        4.5.0
                memisc    0.99.20.1
               memoise        1.1.0
              merDeriv        0.1-7
                  meta        4.9-7
               metafor        2.1-0
                  mets        1.2.6
                   mev         1.12
                   mfx        1.2-2
                 mgsub        1.7.1
                    mi          1.0
                  mice        3.6.0
              miceadds       3.6-21
                micemd        1.6.0
        microbenchmark        1.4-7
                  mime          0.7
                miniUI      0.1.1.1
            minpack.lm        1.2-1
                 minqa        1.2.4
                  mirt         1.31
               mirtCAT        1.9.3
                misc3d        0.8-4
             miscTools       0.6-24
            missForest          1.4
               missMDA         1.15
                 mitml        0.3-7
               mitools          2.4
                   mix       1.0-10
                 mlapi        0.1.0
               mlbench        2.1-1
                  mldr        0.4.2
         mldr.datasets        0.4.2
                mlmRev        1.0-7
                mlogit        1.0-1
                   mlr       2.16.0
                mlrMBO        1.1.2
                   mlt        1.0-7
            mlt.docreg        1.0-3
                  mmpf        0.0.5
               mnlogit        1.2.6
                mnormt        1.5-5
               mockery        0.4.2
                 mockr          0.1
               modeest        2.4.0
                modelr        0.1.5
            modeltools       0.2-22
               moments         0.14
               mondate   0.10.01.02
              moonBook        0.2.3
                mosaic        1.5.0
            mosaicCalc        0.5.0
            mosaicCore        0.6.0
            mosaicData       0.17.0
           mosaicModel        0.3.0
                 movMF        0.2-4
               mratios        1.4.0
                   msm        1.6.7
                mstate       0.2.11
                 muhaz      1.2.6.1
              multcomp       1.4-10
          multcompView        0.1-7
               multgee        1.6.0
             multicool       0.1-10
            multilevel          2.6
             multimode          1.4
          multiwayvcov        1.2.3
               munsell        0.5.0
           mvinfluence        0.8-3
                mvmeta       0.4.11
               mvnfast        0.2.5
            mvnormtest        0.1-9
             mvoutlier        2.0.9
               mvtnorm       1.0-11
              nFactors      2.3.3.1
                 nabor        0.5.0
              nanotime        0.2.4
           nbpMatching        1.5.1
                 ncbit   2013.03.29
                ncvreg       3.11-1
               neighbr        1.0.2
               network         1.15
        networkDynamic       0.10.0
    networkDynamicData        0.2.1
            networksis        2.1-3
             neuralnet       1.44.2
               nleqslv        3.3.2
                nloptr        1.2.1
                 nlreg      1.2-2.2
                  nnls          1.4
           nodeHarvest        0.7-3
              nonnest2        0.5-2
               nor1mix        1.3-0
               nortest        1.0-4
                    np       0.60-9
                npsurv        0.4-0
              numDeriv   2016.8-1.1
               numbers        0.7-5
                   nws      1.7.0.1
          nycflights13        1.0.1
                  oaqc          1.0
               officer        0.3.6
               openssl        1.4.1
              openxlsx        4.1.3
         optimParallel        0.8-1
                optimx    2018-7.10
              optmatch       0.9-12
                orcutt          2.3
               ordinal    2019.4-25
           ordinalCont        2.0.1
                   ore        1.6.3
             orientlib       0.10.3
          orthopolynom        1.0-5
               osmdata        0.1.1
                    oz       1.0-21
                  pROC       1.15.3
           packagedocs        0.4.0
           packcircles        0.3.3
               packrat        0.5.0
                  pamr       1.56.1
                   pan          1.6
                pander        0.6.3
                panelr        0.7.1
           parallelMap          1.4
            parameters        0.3.0
             parsedate        1.2.0
                 party        1.3-3
              partykit        1.2-5
               pastecs       1.3.21
               pbapply        1.4-2
                pbdZMQ        0.3-3
              pbivnorm        0.6.0
              pbkrtest        0.4-7
             pbmcapply        1.5.0
                   pbs          1.1
                   pbv       0.3-19
                 pcaPP       1.9-73
                  pcse      1.9.1.1
                  pder        1.0-1
            pdfCluster        1.0-3
                   pdp        0.7.0
                   pec   2019.11.03
              pedigree          1.4
            pedigreemm        0.3-3
             penalized       0.9-51
           performance        0.4.0
               permute        0.9-5
                  pglm        0.2-1
             phylobase        0.8.6
                pillar        1.4.2
                 pingr        2.0.0
                  pinp        0.0.9
                 pipeR      0.6.1.3
                pixmap       0.4-11
             pkgKitten        0.1.5
              pkgbuild        1.0.6
             pkgconfig        2.0.3
               pkgdown        1.4.1
               pkgload        1.0.2
              pkgmaker         0.27
                   plm        2.2-0
                 plogr        0.2.0
                plot3D        1.1.1
                plotly        4.9.1
       plotlyGeoAssets        0.0.2
                plotmo        3.5.6
               plotrix        3.7-6
                   pls        2.7-2
               plumber        0.4.6
                  plyr        1.8.4
                  pmml        2.1.0
                   png        0.1-7
                 poLCA        1.4.1
             polspline       1.1.17
              polyclip       1.10-0
               polycor       0.7-10
               polynom        1.4-0
               polysat        1.7-4
                  pool      0.1.4.3
                popEpi        0.4.8
              poweRlaw       0.70.2
                 ppcor          1.1
              prabclus        2.3-1
                pracma        2.2.5
                praise        1.0.0
               praznik        7.0.0
            prediction       0.3.14
               prefmod       0.8-34
          prettyGraphs        2.1.6
               prettyR        2.2-3
            prettycode        1.0.2
             prettydoc        0.3.1
           prettyunits        1.0.2
              processx        3.4.1
               prodlim   2019.11.13
               profdpm          3.3
          profileModel        0.6.0
               profmem        0.5.0
               profvis        0.3.6
              progress        1.2.2
              projpred        1.1.4
              promises        1.1.0
                 proto        1.0.0
                 proxy       0.4-23
                proxyC        0.1.5
                  pryr        0.1.4
                    ps        1.3.0
                  pscl        1.5.2
                   pso        1.0.3
               pspline       1.0-18
                 psych       1.8.12
           psychotools        0.5-0
            psychotree       0.15-2
                 purrr        0.3.3
              purrrlyr        0.0.5
               pvclust        2.2-0
                   pwr        1.2-2
                   qap        0.1-1
      qdapDictionaries        1.0.7
             qdapRegex        0.7.2
             qdapTools        1.3.3
                  qpdf          1.1
                 qqman        0.1.4
                  qrnn        2.0.5
              quadprog        1.5-8
              quanteda        1.5.2
              quantmod       0.4-15
              quantreg         5.52
             questionr        0.7.0
                qvcalc        1.0.1
                  r2d3        0.2.3
                rFerns        3.0.0
          randomForest       4.6-14
       randomForestSRC        2.9.2
             randomizr       0.20.0
           randtoolbox       1.30.0
                ranger       0.11.2
              rappdirs        0.3.1
                raster        3.0-7
             rasterVis         0.46
            rbenchmark        1.0.0
               rbounds          2.1
           rcartocolor        2.0.0
             rcmdcheck        1.3.3
                reactR        0.4.1
              reactlog        1.0.0
               readODS        1.6.7
                 readr        1.3.1
           readstata13        0.9.2
                readxl        1.3.1
               recipes        0.1.7
                refund       0.1-17
              registry        0.5-1
               regress       1.3-15
                regsem        1.3.9
             relations        0.6-9
              relevent        1.0-4
                relimp        1.0-5
               relsurv        2.2-3
                   rem        1.3.1
               rematch        1.0.1
              rematch2        2.1.0
               remotes        2.1.0
               reportr        1.3.0
               reports        0.1.4
                  repr        1.0.1
                reprex        0.3.0
           repurrrsive        1.0.0
               reshape        0.8.8
              reshape2        1.4.3
            reticulate         1.13
             revdbayes        1.3.5
                   rex        1.1.2
             rfigshare        0.3.7
                  rgen        0.0.1
               rgenoud      5.8-3.0
                  rhub        1.1.1
                    ri          0.9
                   rio       0.5.16
        riskRegression   2019.11.03
                 rjson       0.2.20
                 rlang        0.4.2
              rlecuyer        0.3-5
                 rlist      0.4.6.1
             rmarkdown         1.17
                rmatio       0.14.0
                 rmeta          3.0
                   rms        5.1-4
                rmutil        1.1.3
     rnaturalearthdata        0.1.0
                  rncl        0.8.3
               rngWELL       0.10-5
              rngtools          1.4
       robCompositions        2.1.0
              robumeta          2.0
                robust     0.4-18.1
            robustbase       0.93-5
             robustlmm          2.3
             rockchalk      1.8.144
             rootSolve        1.8.1
        rotationForest        0.1.3
                 rotor        0.2.3
              roxygen2        7.0.1
            rpart.plot        3.0.8
                   rpf         0.62
             rprojroot        1.3-2
                 rrcov        1.4-9
                rredis        1.7.0
                 rrlda          1.1
                  rrum        0.2.0
                  rsae        0.1-5
               rsample        0.0.5
             rsconnect       0.8.15
                   rsm         2.10
                 rstan       2.19.2
            rstantools        2.0.0
            rstudioapi         0.10
                  rsvd        1.0.2
               rsyslog        1.0.1
               rticles         0.12
               rugarch        1.4-1
                  rust        1.3.6
             rversions        2.0.0
                 rvest        0.3.5
                  sROC        0.1-2
       sampleSelection        1.2-6
              sandwich        2.5-1
                  sass      0.1.2.1
             satellite        1.0.1
                scales        1.1.0
               scalreg        1.0.1
         scatterplot3d       0.3-41
                 scico        1.1.0
          scoringRules        1.0.0
                   sda        1.3.7
                   see        0.3.0
             segmented        1.0-0
               selectr        0.4-2
                   sem        3.1-9
              semTools        0.5-2
             sendmailR        1.2-1
            sentimentr        2.7.1
                seqinr        3.6-1
             seriation        1.2-8
                 servr         0.15
           sessioninfo        1.1.1
                setRNG     2013.9-1
                  sets       1.0-18
               sfsmisc        1.1-4
              sgeostat       1.0-27
                 shape        1.4.4
            shapefiles          0.7
                 shiny        1.4.0
              shinyAce        0.4.1
          shinyEffects        0.1.0
          shinyWidgets        0.5.0
        shinydashboard        0.7.1
    shinydashboardPlus        0.7.0
             shinyjqui        0.3.2
               shinyjs          1.0
             shinytest        1.3.1
           shinythemes        1.1.2
             showimage        1.0.0
              showtext          0.7
            showtextdb          2.0
                signal        0.7-6
                simcdm        0.1.1
                 simex          1.8
                  sirt       3.7-40
                sjPlot        2.8.0
            sjlabelled        1.1.1
                sjmisc        2.8.2
               sjstats       0.17.7
               skellam        0.2.0
                 skewt          0.1
                 skimr        2.0.2
               skmeans       0.2-11
                slackr        1.4.2
                  slam       0.1-46
                    sm      2.2-5.6
                smcfcs        1.4.0
                 smoof        1.5.1
                    sn        1.5-4
                   sna          2.4
             snakecase       0.11.0
                  snow        0.4-3
                snowFT        1.6-0
              snowfall     1.84-6.1
                   som      0.3-5.1
                  soma        1.1.1
                sommer        4.0.8
           sourcetools        0.1.7
                    sp        1.3-2
                spData        0.3.2
                 spaMM        3.0.0
             spacetime        1.2-2
                spacyr          1.2
                  spam        2.4-0
                spam64        2.4-0
             sparkline          2.0
              sparklyr        1.0.5
             sparseLDA        0.1-9
              sparsepp         1.22
              spatstat       1.61-0
         spatstat.data        1.4-0
        spatstat.utils       1.13-0
                   spd        2.0-1
              speedglm        0.3-2
              spelling          2.1
               splancs      2.01-40
              splines2        0.2.8
                  spls        2.2-3
                 sqldf       0.4-11
                stable        1.1.4
            stabledist        0.7-1
                 stabs        0.6-3
             stargazer        5.2.2
                statip        0.2.3
               statmod       1.4.32
               statnet       2019.6
        statnet.common        4.3.0
               stepPlr         0.93
                   stm        1.3.4
             stopwords          1.0
            stringdist      0.9.5.5
               stringi        1.4.3
               stringr        1.4.0
           strucchange        1.5-2
                styler        1.2.0
               subplex        1.5-4
             subselect         0.14
               superpc         1.09
               survAUC        1.0-5
                survey         3.36
           survivalMPL          0.2
                 svGUI        1.0.0
                svUnit       0.7-12
                   svd          0.5
                   svs        1.1.0
             svyPVpack        0.1-1
                 sylly        0.1-5
              sylly.en        0.1-3
         synchronicity        1.3.5
                   sys          3.3
              sysfonts          0.8
             systemfit       1.1-22
               syuzhet        1.0.4
            tablerDash        0.1.0
                tables        0.8.8
                tcltk2       1.2-11
                tclust        1.4-1
                tensor          1.5
               tensorA       0.36.1
            tensorflow        2.0.0
                 tergm        3.6.1
                testit         0.11
              testthat        2.3.0
                texreg      1.36.23
              text2vec        0.5.1
             textclean        0.9.3
              textdata        0.3.0
             textshape        1.6.0
            tfdatasets       1.13.1
          tfestimators        1.9.1
                tfruns          1.4
                   tgp       2.4-14
                tibble        2.1.3
                 tidyr        1.0.0
            tidyselect        0.2.5
              tidytext        0.2.2
             tidyverse        1.3.0
            tikzDevice       0.12.3
              timeDate     3043.102
            timeSeries     3042.102
               timereg        1.9.4
              tinytest        1.1.0
               tinytex         0.17
                   tis       1.37.1
                    tm        0.7-6
                   tmg          0.3
              tmvtnorm       1.4-10
            tokenizers        0.2.1
                 tourr        0.5.6
                  tram        0.3-1
                  tree       1.0-40
              triangle         0.12
             triebeard        0.3.0
               tripack        1.3-8
                  trtf        0.3-6
             truncdist        1.0-2
             truncnorm        1.0-8
              truncreg        0.2-5
                 trust        0.1-7
               tsModel          0.6
               tseries      0.10-47
                  tsna        0.3.0
                 tufte          0.5
                 tuneR        1.3.3
               tweedie        2.3.2
                tweenr        1.0.1
               twitteR        1.1.9
                ucminf        1.1-4
                udpipe        0.8.3
                  umap      0.2.3.1
                uniReg          1.1
                  unix          1.5
              unmarked       0.13-0
                  urca        1.3-0
              urltools        1.7.3
                 uroot        2.1-0
               usethis        1.5.1
                  utf8        1.1.4
                  uuid        0.1-2
                varImp          0.3
             variables        1.0-2
                  vars        1.5-3
                   vcd        1.4-4
              vcdExtra        0.7-1
                   vcr        0.3.0
                 vctrs        0.2.0
                 vegan        2.5-6
               vioplot        0.3.3
                   vip        0.1.3
                 vipor        0.4.5
               viridis        0.5.1
           viridisLite        0.3.0
            visNetwork        2.0.8
              wavelets      0.3-0.1
              waveslim      1.7.5.1
               wbstats          0.2
             webdriver        1.0.5
              webmockr        0.4.0
               webshot        0.5.2
             websocket        1.1.0
              webutils          1.0
               weights          1.0
           wesanderson        0.3.6
               whisker          0.4
                whoami        1.3.0
                 withr        2.1.2
             wordcloud          2.6
            wordcloud2        0.2.1
          xergm.common        1.7.7
                  xfun         0.11
               xgboost     0.90.0.2
                  xml2        1.2.2
          xmlparsedata        1.0.3
                 xopen        1.0.0
                xtable        1.8-4
                   xts       0.11-2
                  yaml        2.2.0
         zCompositions        1.3.3
               zeallot        0.1.0
            zeligverse        0.1.1
                   zip        2.0.4
               zipcode          1.0
                 zipfR       0.6-66
                   zoo        1.8-6

1.2. Installing packages

Install a single package.

[2]:
install.packages(
    'ggplot2',
    repos='https://mirrors.nics.utk.edu/cran/',
    lib='/usr/local/lib/R/site-library')

Installing multiple packages.

[3]:
pkgs = c('ggplot2', 'purrr')

install.packages(
    pkgs,
    repos='https://mirrors.nics.utk.edu/cran/',
    lib='/usr/local/lib/R/site-library',
    Ncpus=2)

1.3. Loading packages

Use the library function.

[4]:
library(microbenchmark)

1.4. Benchmarking code

Here, we benchmark the internal mean function against an implemented one getMean.

[5]:
library(microbenchmark)

getMean <- function(nums) {
    total <- 0
    for (num in nums) {
        total <- total + num
    }

    n = length(nums)
    mean = total / n
    return(mean)
}

perf <- microbenchmark(mean(1:100000), getMean(1:100000), unit='us')
print(summary(perf)$median)
[1]  275.372 6710.316

1.5. Cheat sheets

A list of cheat sheets for various R packages is available on GitHub.