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Currently, how many R Packages? At the command line enter dim(available.packages( available.packages()

Currently, how many R Packages? At the command line enter: dim( ()) ()

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Library Categories Data Input / Output Data Management (plyr, reshape) Mathematics and Statistics Graphics (ggplot2) Subject Matter Specific

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Page 1: Currently, how many R Packages? At the command line enter: dim( ()) ()

Currently, how many R Packages?At the command line enter: dim(available.packages()) available.packages()

Page 2: Currently, how many R Packages? At the command line enter: dim( ()) ()

Is there an R App Store?

Page 3: Currently, how many R Packages? At the command line enter: dim( ()) ()

Library Categories

• Data Input / Output

• Data Management (plyr, reshape)

• Mathematics and Statistics

• Graphics (ggplot2)

• Subject Matter Specific

Page 4: Currently, how many R Packages? At the command line enter: dim( ()) ()

Graphicsggplot2

BayesianDifferentialEquationsEconometricsEnvironmetricsExperimentalDesignFinanceGeneticsHighPerformanceComputingMachineLearningMedicalImagingNaturalLanguageProcessingPharmacokineticsPhylogeneticsPsychometricsSocialSciencesSpatialTimeSeries

Specialized“Domain”

BeginnerBuilt-In

Some CoveragePackages

statsgraphics

Page 5: Currently, how many R Packages? At the command line enter: dim( ()) ()

XLConnect

XML

rhbase

sas7bdat

Rcpp

Packages for reading, writing for various file formats

RJSONIO

Hmisc

RODBC / ROracle

foreign

RMySQL

RWeka

Comma Separated Variables

http://hpccsystems.com/
Page 6: Currently, how many R Packages? At the command line enter: dim( ()) ()

Oracle R Enterprise (ORE)

R Being Integrated Into Other Data-Related Products

http://help.sap.com/hana/hana_dev_r_emb_en.pdf

https://blogs.oracle.com/R/

http://www-142.ibm.com/software/products/us/en/spss-stats-developer/

“Both R and SAS are here to stay, and finding ways to make them work better with each other is in the best interests of our customers.”`

http://support.sas.com/rnd/app/studio/Rinterface2.html

http://help.sap.com/hana/hana_dev_r_emb_en.pdf
https://blogs.oracle.com/R/
http://www-142.ibm.com/software/products/us/en/spss-stats-developer/
http://support.sas.com/rnd/app/studio/Rinterface2.html
Page 7: Currently, how many R Packages? At the command line enter: dim( ()) ()

R “Machine Learning” LibrariesAnalytic Technique R Package/Library Author OrganizationSupport Vector Mach. libsvm

(ksvm)Chih-Chung ChangChih-Jen Lin

National Taiwan Univ. + EBay Research Labs

Neural Networks neuralnet Frauke GuntherStefan Fritsch

Epidemiology and Prevention Research

nnet Brian Ripley University of Oxford

monmlp Alex J. Cannon Atmospheric Science

Randomized Forests randomForest Fortran original by Leo Breiman & Adele Cutler, R port by Andy Liaw and Matthew Wiener. Merck

Decision Trees rpart Terry M Therneau and Beth Atkinson. R port by Brian Ripley.

Mayo ClinicUniversity of Oxford

Boosting Model Ada Mark Culp West Virginia University

Maximum Entropy maxent Yoshimasha TsuruokaTimothy Jurka

University of TokyoUC-Davis

Bagging, bootstrap adabag Esteban Alfaro-Cortes La Universidad de Castilla-La Mancha

Latent Diralect slda Jonathan Chang Facebook

Naïve Bayes e1071 David MeyerEvgenia Dimitriadout

Vienna University

Bayesian Network bnlearn Marco Scutari. UCL Genetics Institute

Hidden Markov hiddenmarkov David Harte Statistics Research

Page 8: Currently, how many R Packages? At the command line enter: dim( ()) ()

ggplot2

Page 9: Currently, how many R Packages? At the command line enter: dim( ()) ()
Page 10: Currently, how many R Packages? At the command line enter: dim( ()) ()

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