| Topic |
SAS Product |
SPSS Product |
R Package(::Function) |
| Advanced Models |
SAS/STAT |
IBM SPSS Advanced Statistics |
R, MASS, many others |
| Association Analysis |
Enterprise Miner |
IBM SPSS Association |
arules, arulesNBMiner, arulesSequences |
| Basics |
Base SAS |
IBM SPSS Statistics Base |
R |
| Bootstrapping |
SAS/STAT |
IBM SPSS Bootstrapping |
BootCL, BootPR, boot, bootRes, BootStepAIC, bootspecdens, bootstrap, FRB, gPdtest, meboot, multtest, pvclust, rqmcmb2, scaleboot, simpleboot |
| Classification Analysis |
Enterprise Miner |
IBM SPSS Classification |
rattle, see the neural networks and trees entries in this table. |
| Conjoint Analysis |
SAS/STAT: PROC TRANSREG |
IBM SPSS Conjoint |
homals, psychoR, bayesm |
| Correspondence Analysis |
SAS/STAT: PROC CORRESP |
IBM SPSS Categories |
ade4, cocorresp, FactoMineR, homals, made4, MASS, psychoR, PTAk, vegan |
| Custom Tables |
Base SAS, PROC REPORT, PROC SQL, PROC TABULATE, Enterprise Reporter |
IBM SPSS Custom Tables |
aggregate, Epi::stat.table, reshape, rreport, tapply, xtable |
| Data Access |
SAS/ACCESS |
SPSS Data Access Pack |
DBI, foreign, gdata::read.xls, Hmisc::sas.get, sasxport.get, RODBC, WriteXLS |
| Data Collection |
SAS/FSP |
IBM SPSS Data Collection Family |
RSQLite, and the other open source programs MySQL or PostgreSQL are popular among R users for this purpose. |
| Data Mining |
Enterprise Miner |
IBM SPSS Modeler(formerly Clementine) |
arules, FactoMineR, rattle, RWeka link to Weka, various functions |
| Data Mining, In-database Processing |
SAS In-Database Initiative with Teradata |
IBM SPSS Modeler |
PL/R |
| Data Preparation |
Various procedures |
IBM SPSS Data Preparation, various commands |
dprep, plyr, reshape, sqldf, various functions |
| Developer Tools |
SAS/AF, SAS/FSP, SAS Integration Technologies, SAS/TOOLKIT |
IBM SPSS Statistics Developer, IBM SPSS Statistics Programmability Extension |
StatET, R links to most popular compilers, scripting languages, and databases. |
| Direct Marketing?? |
Nothing quite like it |
IBM SPSS Direct Marketing |
?Nothing quite like it |
| Exact Tests |
SAS/STAT various |
IBM SPSS Exact Tests |
coin, elrm, exact2x2, exactLoglinTest, exactmaxsel, and options in many others |
| Excel Integration |
SAS Enterprise BI Server |
IBM SPSS Advantage for Excel 2007 |
RExcel |
| Forecasting |
SAS/ETS |
IBM SPSS Forecasting |
Over 40 packages that do time series are described at the Task View link above under Time Series. |
| Forecasting, Automated |
Forecast Server |
IBM SPSS Forecasting |
forecast |
| Genetics |
JMP Genomics |
None |
http://www.bioconductor.org |
| Geographic Information Systems |
SAS/GIS, SAS/GRAPH |
None (Maps is defunct) |
maps, mapdata, mapproj, GRASS via spgrass6, RColorBrewer, see Spatial in Task Views at link at top |
| Graphical user interfaces |
Enterprise Guide, IML Studio, SAS/ASSIST, Analyst, Insight |
IBM SPSS Statistics Base |
Deducer, JGR, R Commander, rattle, many others at http://www.sciviews.org/_rgui/ |
| Graphics, Interactive |
SAS/IML Studio, SAS/INSIGHT, JMP |
None |
rggobi link to GGobi, iPlots, latticist, playwith, TeachingDemos |
| Graphics, Static |
SAS/GRAPH |
SPSS Base, Graphics Production Language |
ggplot2, gplots, graphics, grid, gridBase, hexbin, lattice, plotrix, scatterplot3d, vcd, vioplot, geneplotter, Rgraphics |
| Graphics, Template Builder |
IBM SPSS Viz Designer |
| Guided Analytics |
SAS/LAB |
None |
None |
| Matrix/linear Algebra |
SAS/IML Studio |
IBM SPSS Matrix |
R, matlab, Matrix, sparseM |
| Missing Values Imputation |
SAS/STAT: PROC MI |
IBM SPSS Missing Values |
amelia, Hmisc::aregImpute, EMV, rms (replaces Design)::fit.mult.impute, mice, mitools, mvnmle, VIM? |
| Neural Networks |
Enterprise Miner |
IBM SPSS Neural Networks |
AMORE, grnnR, neuralnet, nnet, rattle |
| Operations Research |
SAS/OR |
None |
glpk, linprog, LowRankQP, TSP |
| Power Analysis |
SAS Power and Sample Size Application, SAS/STAT: PROC POWER, PROC GLMPOWER |
SamplePower |
asypow, powerpkg, pwr, MBESS |
| Quality Control |
SAS/QC |
IBM SPSS Statistics Base |
qcc, spc |
| Regression Models |
SAS/STAT |
IBM SPSS Regression |
R, Hmisc, lasso, VGAM, pda, rms (replaces Design) |
| Sampling, Complex |
SAS/STAT: PROC SURVEY SELECT, SURVEYMEANS, etc. |
IBM SPSS Complex Samples |
pps, sampfling, sampling, spsurvey, survey |
| Segmentation Analysis |
Enterprise Miner |
IBM Modeler Segmentation |
cluster, rattle, som, see CRAN Task Views under Cluster for over 70 packages |
| Server Version |
SAS for your particular server |
IBM SPSS Statistics Server,IBM SPSS Modeler Server |
rapache, R(D)COM Server, Rserve, StatET |
| Structural Equation Modeling |
SAS/STAT: PROC CALIS |
Amos |
OpenMX, sem |
| Text Analysis/Mining |
Text Miner |
IBM SPSS Text Analytics,IBM SPSS Text Analysis for Surveys |
RQDA, Rstem, las, tm, wordnet link to WordNet |
| Trees, Decision, Classification or Regression |
Enterprise Miner |
IBM SPSS Decision Trees, IBM SPSS AnswerTree, IBM SPSS Modeler (formerly Clementine) |
ada, adabag, BayesTree, boost, GAMboost, gbev, gbm, maptree, mboost, mvpart, party, pinktoe, quantregForest, rpart,rpart.permutation, randomForest, rattle, tree |
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