statsoft



This page lists primarily statistical software, along with mapping, spreadsheets, database, stuff to do data analysis or management.  All of the packages are free to use, that is: there is no charge for individuals to use them. Many of the websites say that individuals are free to download and use the packages. In some cases, there may be charges to institutions. Some of the packages are also open, that is, they are free to use and the source code is freely available so anyone can make modifications to the programs if they wish to.  At the bottom of this page, I list a few sites that have information about what "free" means.

Please note: I've only used a few of these software programs a little bit, so I can't say much about how good they are, whether they crash, have viruses, or much else about them.  If you use them, please let me know how well they work.  If there are any major problems, I'll take them off this list.  I'm sorry to add the usual disclaimer that, while I don't expect any problems with them, if you use any of these, I can't be responsible for any problems that may occur. Also, I'm not necessarily recommending any, just providing info and links.



Statistics

There are many free statistical programs. See this article  http://en.citizendium.org/wiki/Free_statistical_software/Citable_Version  at Citizendium about free statistical software.

Several of these stat programs were reviewed in an article in Opus 12, a journal covering Opus 12 Foundation research. Stawicki SPA. Guide to free statistical software: General applications. OPUS 12 Scientist 2010;4(1):12-13.   http://journal.opus12.org/o12-ojs/ojs-2.1.1/index.php/o12sci/issue/view/86    Reviewed OpenStat, Sofa, PSPP, MicrOsiris and a few others. Just describes the programs.
  Ratings of free statistical software  https://www.predictiveanalyticstoday.com/top-free-statistical-software/  
Top rated are SAS, PSPP, Develve, and a couple of others that aren't really general statistical software. There isn't a date for this review.               
  This isn't a review of the packages, but a look at which ones are popular, not limited to free ones   http://r4stats.com/articles/popularity/   The Popularity of Data Analysis Software, by Robert A. Muenchen
  Also look at this, the most popular response,   http://www.researchgate.net/post/What_is_the_most_commonly_used_statistical_analysis_software_in_the_world   by Robert Thomas Brennan · Harvard University, explaining some of the difficulties in answering which is the most popular. For example, excel has a lot of statistical functions, but isn't thought of as statistical software so may not be counted


Other lists of free stat software


Free statistical software
  http://statpages.info/javasta2.html  The First and MAIN list of software.  I got links to several of the stat packages listed here from this site, which lists more info about each package. This statpages site was started and maintained for many years by John Pezzullo. Sadly, Mr. Pezzullo passed away in June 2016. I believe the site is now maintained by a couple of people, including Søren Merser. Statpages is a great site to bookmark.
 
StatSci list of free software   http://www.statsci.org/free.html   also lists some of the above.

Evaluation Portal   http://www.evaluation.lars-balzer.name/links/tools-free-no-cost/statistical-software/   lists software and features of them.

Betty Jung's page   http://www.bettycjung.net/Statpgms.htm  

Predictive Analytics, top 50 free stat software   http://www.predictiveanalyticstoday.com/top-free-statistical-software/   only some of them are statistical software. Include pspp, sas university edition, R, a few others.


Free Statistical Software


Epi Info

Epi Info  is available from  https://www.cdc.gov/epiinfo/index.html     
It is very large in size and will take considerable time to download.  This is a program for entering and analyzing data, developed for epidemiologists, but can be used for basic statistical analysis by anyone. 

CDC's youtube channel   https://www.youtube.com/playlist?list=PL9B9157E47AB3FDFA 

WHO has this training  http://www.who.int/chp/steps/resources/EpiInfoTraining/en/ 

CDC tutorials   http://www.cdc.gov/epiinfo/support/tutorials.html    


 
CDC/Census Bureau software

CSPro (Census and Survey Processing System)   https://www.census.gov/data/software/cspro.html  a public-domain software package for entering, tabulating and mapping census and survey data. Last updated 2018.


R,

R is a very widely used program, with tons of documentation
R: The Comprehensive R Archive Network  http://cran.r-project.org/   "R, also known as "GNU S", is a language and environment for statistical computing and graphics."  It is, I understand, like S+, a statistical language.  R is better for graphics than SAS.  However, R is complex, and takes a lot of study, so only use this if you have complex statistical or graphical needs.  If this site doesn't work, try http://cran.us.r-project.org/   in the US.

There are many graphical interfaces.  Several are reviewed here   
Picking a gui interface for R. February 3, 2014.  https://www.r-bloggers.com/picking-a-gui-interface-for-r/  
this June 2012 issue of Journal of Statistical Software also reviews several of the GUIs   http://www.jstatsoft.org/v49     
Here is a poll on which GUIs are most used   http://www.kdnuggets.com/polls/2011/r-gui-used.html   (R Studio was the top, out of  562 votes). 
Here is a 2015 list of the "Best free GUIs for R"  http://www.linuxlinks.com/article/20110306113701179/GUIsforR.html  Just a few words about each one.
Are there reliable standard GUI distribution(s) for R statistical software?  https://www.researchgate.net/post/Are_there_reliable_standard_GUI_distributions_for_R_statistical_software   no date, just "two years ago", as 5/14/2018


R Commander is described here   http://socserv.socsci.mcmaster.ca/jfox/Misc/Rcmdr/   and available here   http://cran.r-project.org/web/packages/Rcmdr/index.html   This covers some basic stats.

Another interface is    http://rkward.sourceforge.net/    From the website "RKWard is meant to become an easy to use, transparent front end to the R-language, a very powerful, yet hard-to-get-into scripting-language with a strong focus on statistic functions. "

Deducer   http://www.deducer.org/   have to click on the manual or download. Deducer is reviewed here   http://www.jstatsoft.org/v49/i08   Ian Fellows, Journal of Statistical Software, Vol. 49, Issue 8, Jun 2012.

R studio  http://www.rstudio.com/ide/   another interface.


R software packages
Zelig   https://zeligproject.org   "Zelig is a single, easy-to-use program that can estimate, help interpret, and present the results of a large range of statistical methods." You have to install it through R, and use it in R.

ADE-4    http://pbil.univ-lyon1.fr/ADE-4/home.php?lang=eng    ADE-4 is a multivariate analysis and graphical display software package. 
    I sometimes have difficulty with this link. Also, I don't see any 'about' page, or page saying who developed this. 


R help mailing list   https://stat.ethz.ch/mailman/listinfo/r-help   announcements, questions and answers, etc.

    Tutorials, faqs, guides..... Many of these were posted on the American Evaluation Association email list.
    R Introduction and other manuals   http://cran.r-project.org/index.html   At the R home page, click on Manuals.   
    The R site lists other guides   http://cran.r-project.org/other-docs.html   including Simple R, and many others.
    UCLA Academic Technology page for R   https://stats.idre.ucla.edu/r/                has tutorials, links
    Beginner's guide to R   http://www.computerworld.com/article/2497143/business-intelligence/business-intelligence-beginner-s-guide-to-r-introduction.html  
    Using R for psychological research   http://personality-project.org/r/
    Paul Murrell's page   http://www.stat.auckland.ac.nz/~paul/   has slides and some instructions for R.
    Rtips   http://pj.freefaculty.org/R/Rtips.html   various tips.
    Notes on the use of R for psychology experiments and questionnaires   http://www.psych.upenn.edu/~baron/rpsych/rpsych.html   J Baron and Y Li, 2011.
    Quick R   http://www.statmethods.net/   shows code for how to do lots of things, from basic data entry to statistics.
    R videos   http://blog.revolutionanalytics.com/2012/12/coursera-videos.html   from Coursera's class.
    Swirl   http://swirlstats.com/   "learn R in R"  
    Try R   http://tryr.codeschool.com/   an on line brief class. Additional info here   http://www.codeschool.com/courses/try-r  
    CodeSchool  https://www.codeschool.com/free  has a class on R programming
    Douglas Wiig has some tutorials on R and some GUIs for R; https://dmwiig.net/

    http://journal.r-project.org/   Journal about R


R is also used for data mining

    http://r-forge.r-project.org/projects/rdatamining/  is a comprehensive data mining package for R
        Explained a little here   https://sites.google.com/site/rdatamining/package   
        http://journal.r-project.org/archive/2009-2/   Rattle: A Data Mining GUI for R, by Graham Williams.
        The R site for Rattle is here   http://cran.r-project.org/web/packages/rattle/index.html  
    http://cran.r-project.org/other-docs.html     R and Data Mining: Examples and Case Studies” by Yanchang Zhao




Other - General statistical packages


Develve   http://develve.net/   from Frank Pauw.  Develve has a free version for non commercial use. "Statistical package for fast and easy interpretation of experimental data in science and R&D in a technical environment."  As of May 2018, last updated 2017
   Develve was used here
Adam B, Zofia S (2015) Subchronic Effects of Ectoine on Survival, Growth and Physiological Parameters of Daphnia Magna. J Aquac Res Development 6:352.  http://www.omicsonline.org/open-access/subchronic-effects-of-ectoine-on-survival-growth-and-physiological-parameters-of-daphnia-magna-2155-9546-1000352.php?aid=58490  
Adam Bownik, Zofia Stępniewska. Protective effects of bacterial osmoprotectant ectoine on bovine erythrocytes subjected to staphylococcal alpha-haemolysin. Toxicon. Volume 99, 1 June 2015, Pages 130–135   https://www.researchgate.net/profile/Zofia_Stepniewska/publication/274513872_Protective_effects_of_bacterial_osmoprotectant_ectoine_on_bovine_erythrocytes_subjected_to_staphylococcal_alpha-haemolysin/links/554759bb0cf23ff7168720dc.pdf  

 
Easyreg  http://www.personal.psu.edu/hxb11/EASYREG.HTM   from Herman J. Bierens. This is actually an econometrics program, but it apparently does basic statistics as well, and some very advanced statistics related to econometrics, including time series analysis. As of May 2018, last updated 2015


Emacs Speaks Statistics (ESS)   http://ess.r-project.org/    "is an add-on package for emacs text editors such as GNU Emacs and XEmacs. It is designed to support editing of scripts and interaction with various statistical analysis programs such as R, S-Plus, SAS, Stata and JAGS". As of May 2018, last updated 2017
  
 
Epidata     http://www.epidata.dk/    "a data-entry and data-checking program for Microsoft Windows."  Epidata is data entry and data checking. According to the website, "EpiData Analysis performs basic statistical analysis, graphs, and comprehensive data management. E.g. descriptive statistics, SPC Charts, Recoding data, label values and variables. Defining missing values."  As of May 2018, last updated2018


jamovi   https://www.jamovi.org   "a free and open statistical platform which is intuitive to use, and can provide the latest developments in statistical methodology." As of May 2018, last updated 2018


JASP   https://jasp-stats.org/   An alternative to SPSS and R. A fairly new package so still being developed.  A lot of it seems Bayesian, but also the usual statistical tests. As of May 2018, last updated 2018
    Mentioned here:  What Are the Odds? A Practical Guide to Computing and Reporting Bayes Factors  http://docs.lib.purdue.edu/jps/vol7/iss1/2/   
    The JASP team wrote about it here      http://www.psychologicalscience.org/index.php/publications/observer/2015/march-15/bayes-or-bust-with-new-softwares.html  
    Also reviewed here   https://computingforpsychologists.wordpress.com/tag/pspp/   


MicrOsiris    http://www.microsiris.com/     from Neal and Susan Van Eck. This program "is derived from OSIRIS IV, a statistical and data management package developed and used at the University of Michigan and includes special techniques for data mining and analysis of nominal- and ordinal-scaled data.  Its free but can contribute $25 to get rid of start up reminder screen. As of May 2018, last updated 2015


OpenStat and LazStat   http://www.openstat.info/   by Bill Miller. Both programs are similar. Mr. Miller writes "Many of the features of LazStats are shared with the OpenStat package. The advantage of LazStats is that it is available not only for the Windows operating systems but is available for the Linux systems and Mac OSX system." As of May 2018, last updated 2013/2014


Pepi for windows at   http://www.brixtonhealth.com/    - some statistical tests and descriptives.  This site also includes a few other programs such as EpiGram, simple diagramming software, and SampleXS, which is a sample size calculator, which allows for design effects.  The help box has very good documentation about sampling and what the program does.  For social surveyors, you need to change the confidence interval to 5 rather than .5.  As of May 2018, last updated 2016

  
PSPP   http://www.gnu.org/software/pspp/   "is a program for statistical analysis of sampled data. It is a Free replacement for the proprietary program SPSS, and appears very similar to it with a few exceptions."  
  This page   http://www.gnu.org/software/pspp/get.html   lists where you can get it, in all the different versions (windows, unix, mac, etc)
      For the windows version, get it here   http://sourceforge.net/projects/pspp4windows/   
        and then I think you just click on the download box.
  A discussion list is here   https://lists.gnu.org/mailman/listinfo/pspp-users   
  A list of bugs is here  https://savannah.gnu.org/bugs/?group=pspp    
  A video on PSPP   http://www.youtube.com/watch?v=d44AdFZIfZc   by a student. 5 minutes, an overview of a few things.


SalStat   http://www.salstat.com/   general stat program, but you need to install python first. From Alan James Salmoni


SAS university edition   https://www.sas.com/en_us/software/university-edition.html   free to use. The few times I've used it, seems like the regular edition, although somewhat complex to set up.


SOFA - Statistics Open For All   http://www.sofastatistics.com/home.php   Currently being developed. Looks like last update was 2016. From Dr Grant Paton-Simpson.  Has some basic procedures, mean, median, sd, independent and paired t-tests, Mann-Whitney U, Wilcoxon Signed Ranks, Pearson's Chi Square, one-way ANOVAs, Kruskal Wallis H, and Spearman's and Pearson's correlations. As of 2/26/16, it does NOT have regression. Also, as of 2/26/16, the site talks about being installed on Windows 7.  Can link directly to data from MySQL, SQLite, MS Access, and MS SQL Server, and can import data in csv or Excel format.  Further information is here   http://sourceforge.net/projects/sofastatistics/


This is not specifically analysis, but managing and cleaning.
OpenRefine  http://openrefine.org is a powerful tool for working with messy data: cleaning it; transforming it from one format into another; and extending it with web services and external data.



On line statistical analysis

Statistics Online Computational Resource    http://www.socr.ucla.edu/    "The goals of the Statistics Online Computational Resource (SOCR) are to design, validate and freely disseminate knowledge."




Classification and data mining


Guide  http://www.stat.wisc.edu/~loh/guide.html   Classification and regression tree software. From Wei-Yin Loh. I think last updated in 2016


Weka   http://www.cs.waikato.ac.nz/~ml/   machine language used for data mining.  Last updated in 2016
   Here are some tutorials
   http://facweb.cs.depaul.edu/mobasher/classes/ect584/WEKA/index.html   
   http://research.cs.queensu.ca/home/cisc333/tutorial/Weka.html  
  



Qualitative data analysis (qda)

What is qda, how to do it, what software... look at these pages.

On line qda   http://onlineqda.hud.ac.uk/index.php   some how to, links to software, reviews of software
Qual page  https://qualpage.com    lists some software, some links to sites about qual research methods.


TextStat    http://neon.niederlandistik.fu-berlin.de/en/textstat/    free simple text analysis software.  Word counts, and also shows where the words appear. Last updated in 2015


Saturate   http://www.saturateapp.com/   The website says "Simple collaborative qualitative analysis. Saturate is the easiest way for teams to code and memo their data". Last updated in 2013, but have to sign in with twitter.


RQDA   http://rqda.r-forge.r-project.org/   "RDQA is a R package for Qualitative Data Analysis, a free (free as freedom) qualitative analysis software application". Last updated in 2016


QDA Miner Lite   http://provalisresearch.com/products/qualitative-data-analysis-software/freeware/   "It can be used for the analysis of textual data such as interview and news transcripts, open-ended responses, etc. as well as for the analysis of still images."   It's missing a lot of the features of the full version, but I haven't used either so I don't know how significant the differences are. Can't tell the last update date.


Aquad  http://www.aquad.de/en/   AQUAD 7 is open-source freeware (according to the conditions of GNU GPL v.3).  The recent version 7.3 allows to analyze all kinds of qualitative data. Can't tell the last update date.


Data visualization


Mondrian   http://www.theusrus.de/Homepage_of_Martin_Theus.html   "General purpose statistical visualization system."  As of May 2018, last updated 2013


Gephi   https://gephi.github.io/     "Interactive visualization and exploration platform for all kinds of networks and complex systems, dynamic and hierarchical graphs.". Last updated 2017


Wordle  http://www.wordle.net/   is a tool for generating “word clouds” from text that you provide.  Not exactly analysis, but looks kind of interesting.


Tableau   https://public.tableau.com/s/   I think this is free data visualization software. May be used for mapping too.


google fusion tables  https://support.google.com/fusiontables/answer/2571232  vizualize data



Stat with excel


Use the Analysis ToolPak to perform complex data analysis  
Applies To: Excel 2016 Excel 2013 Excel 2010 Excel 2007 Excel 2016 for Mac

Excel For Statistical Data Analysis   http://home.ubalt.edu/ntsbarsh/excel/excel.htm   general tutorial, from Professor Hossein Arsham.

tutorial from   http://www.youtube.com/watch?v=HeKyTGZlLhI   from Alan Swank at Spring Arbor University. 2007

 



Excel add ons

Check which version of excel the add on works with.

Statpages   http://statpages.info/javasta2.html#Excel   lists a bunch of excel add ons for statistics

Robert Nau and John Butler have this page for excel add ons for regression and multivariate data analysis   http://regressit.com/   Last updated 2018

ez analyze   http://www.ezanalyze.com/   "adding "point and click" functionality for analyzing data, creating graphs, and creating new variables". As of May 2018, last updated 2010.

Daniel's XL toolbox   http://xltoolbox.sourceforge.net/   for analyzing and presenting data


Statistical software email lists

http://www.talkstats.com    




Mapping/GIS packages available as free software 

lists of software

The Open Source Geospatial Foundation   http://www.osgeo.org/   "OSGeo was created to support the collaborative development of open source geospatial software, and promote its widespread use"  They have a section with desktop applications, which point to Grass, Marble and QGIS.


GIS Lounge   https://www.gislounge.com/open-source-gis-applications/   lists freeware and open source gis programs. Last updated March 2017.


13 Free GIS Software Options: Map the World in Open Source  http://gisgeography.com/free-gis-software/   Last updated March2018. Lists several of the programs below.



Software

Christine gis system   http://www.christine-gis.com/en/index.htm   The web site says "Christine is a useful, easy-to-use tool that brings geographic information to your deskop." I don't know anything about it. The VIEWER is free but the full program is shareware. The program is listed in the Gislounge and other places:

          viewer listed here   http://gce-lter.marsci.uga.edu/public/gis/Links.html  


Diva-Gis   http://www.diva-gis.org/   a mapping program. The web site says this "is a free mapping program, sometimes called geographic information system (GIS), that can be used for many different purposes."
  Listed here
  http://gcmd.nasa.gov/records/DIVA_GIS.html  


epi info also can do maps.
http://www.cdc.gov/epiinfo/


GRASS GIS (Geographic Resources Analysis Support System)  http://grass.osgeo.org/index.php  "is a free and open source Geographic Information System (GIS) software suite used for geospatial data management and analysis, image processing, graphics and maps production, spatial modeling, and visualization." 
  
Grass is listed here
        here   http://www.oracle.com/technetwork/articles/mitasova-grass-092663.html  
        here   http://www.gis.fhwa.dot.gov/gisSoftware.asp  
    here   http://gcmd.nasa.gov/records/GRASS.html   


gvSIG   http://www.gvsig.com/en/home   "is a tool oriented to manage geographic information."  (May take a long time to load)
    Listed as #2 on the 13 Free GIS Software Options site above.
   This program, well, an earlier version, is listed here   http://gcmd.nasa.gov/records/gvSIG.html   



MapWindows   http://www.mapwindow.org/   has a GIS program along with a lot of other stuff. "The MapWindow Interface is simple and easy to use as demostrated in this Picture!  The MapWindow application is a free, extensible, geographic information system (GIS) that can be used: As an alternative desktop GIS, To distribute data to others, To develop and distribute custom spatial data analyses"



Map Maker Gratis is free   http://www.mapmaker.com/    The full professional version is available for free to not-for-profit organizations, educational establishments, and students in Africa.


OpenJump   http://www.openjump.org/index.html   The current version can read and write shapefiles simple GML files as well as several other vector formats via plugins. ... its particular strength is the editing of geometry and attribute data.




QGIS   http://qgis.org/    "is a user friendly Open Source Geographic Information System (GIS) that runs on Linux, Unix, Mac OSX, and Windows. QGIS supports vector, raster, and database formats."
   Qgis is listed here   http://www.wsdot.wa.gov/mapsdata/geodatacatalog/default.htm      




Other software, speadsheets, databases, graphics,    

Spreadsheets


Gnumeric  http://www.gnumeric.org/   but only for linux, bsd. Not for windows.


Some office suites also have spreadsheets
Open Office   http://www.openoffice.org/  
LibreOffice   http://www.libreoffice.org/  
        Libre Office reviewed here, from September 2017  
Calligra   http://www.calligra.org/   reviewed here
        https://fossbytes.com/best-alternatives-microsoft-office/  (January 2018)                 
SSuite   http://www.ssuitesoft.com/     reviewed (but not very highly) here
Softmaker Free Office   http://www.freeoffice.com/    softmaker rated top choice in this 2018 review  

WPS office  http://www.wps.com/   (had been Kingsoft Office).
        rated highly here   http://download.cnet.com/WPS-Office-2014-Beta-3/3000-18483_4-75563178.html  
        but not highly here  https://www.cnet.com/news/and-the-award-for-best-free-office-suite-goes-to/  

Databases

PostgreSQL   http://www.postgresql.org/   highly-scalable, SQL compliant, open source object-relational database management system. 


Firebird    http://www.firebirdsql.org/    Another relational database.


SQLLite  https://www.sqlite.org/index.html  public domain sql engine  


MariaDB  https://mariadb.org  open source database server



Graphics

Gnuplot   http://www.gnuplot.info/   Need programming ability to use this but supposed to produce professional quality graphs. Still under development, see here  http://gnuplot.sourceforge.net/  Recent version released January 2018.  



Other stuff, doing surveys on the web, misc,    

Doing Surveys

Questionnaire Programming Language   http://qpl.gao.gov/   "QPL is a complete web questionnaire development and content analysis system. Using a simple language to describe your questionnaire, it automatically builds all the files you need to create a dynamic web site."


Collecting and managing data

Redcap   http://project-redcap.org/   Research Electronic Data Capture. It's a consortium which supports a secure web application (REDCap) designed exclusively to support data capture for research studies.


Project management   http://www.logframer.eu/   last updated 2018

What is free software? Sites that explain what free means and/or lists free software.

GNU   http://www.gnu.org/   especially see this page   https://www.gnu.org/philosophy/free-sw.html  

Open Source Alternative to Commercial software   http://www.osalt.com/     

International Free and Open Source Software Foundation    http://www.ifossf.org/    actually, I'm not sure what this is, whether it has software or not. But it seems like an interesting organization.


Standard Data Sets

Statistical Reference Datasets   http://www.itl.nist.gov/div898/strd/    "The purpose of this project is to improve the accuracy of statistical software by providing reference datasets with certified computational results that enable the objective evaluation of statistical software."


Other software that is free to use
  
https://sites.google.com/site/nselecon/freesoftware   lists misc software that is free to use


last updated 5/16/2018
last verified  5/16/2018






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