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R, SAS, SPSS 同功能模块对照列表  

2011-09-18 10:23:45|  分类: 生物信息分析 |  标签: |举报 |字号 订阅

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R for SAS and SPSS Users的作者在这个页面给出了这三个统计软件的相同功能模块的对照表, 现转载与下方.

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)
以上内容转自:http://www.etsir.com/r-sas-spss-module-comparison
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