List of statistical software
Open-source[edit]
- ADaMSoft– a generalized statistical software withdata miningalgorithms and methods for data management
- ADMB– a software suite for non-linear statistical modeling based onC++which usesautomatic differentiation
- Chronux– for neurobiological time series data
- DAP– free replacement for SAS
- Environment for DeveLoping KDD-Applications Supported by Index-Structures(ELKI) asoftware frameworkfor developingdata miningalgorithms inJava
- Epi Info–statistical softwareforepidemiologydeveloped byCenters for Disease Control and Prevention(CDC). Apache 2 licensed[1]
- Fityk– nonlinear regression software (GUI and command line)
- GNU Octave– programming language very similar to MATLAB with statistical features
- gretl– gnu regression, econometrics and time-series library
- intrinsic Noise Analyzer(iNA) – For analyzing intrinsic fluctuations in biochemical systems
- jamovi– A free software alternative to IBMSPSSStatistics
- JASP– A free software alternative to IBMSPSSStatistics with additional option for Bayesian methods
- JMulTi– Foreconometric analysis,specialised in univariate and multivariatetime seriesanalysis
- Just another Gibbs sampler(JAGS) – a program for analyzing Bayesian hierarchical models usingMarkov chain Monte Carlodeveloped by Martyn Plummer. It is similar to WinBUGS
- KNIME– An open source analytics platform built withJavaandEclipseusing modular data pipeline workflows
- LIBSVM– C++ support vector machine libraries
- mlpack– open-source library for machine learning, exploits C++ language features to provide maximum performance and flexibility while providing a simple and consistentapplication programming interface(API)
- Mondrian– data analysis tool using interactive statistical graphics with a link toR
- Neurophysiological Biomarker Toolbox– Matlab toolbox for data-mining of neurophysiological biomarkers
- OpenBUGS
- OpenEpi– A web-based, open-source, operating-independent series of programs for use in epidemiology and statistics based on JavaScript and HTML
- OpenMx– A package forstructural equation modelingrunning inR (programming language)
- OpenNN– Asoftware librarywritten in the programming languageC++which implementsneural networks,a main area ofdeep learningresearch
- Orange,adata mining,machine learning,andbioinformaticssoftware
- Pandas–High-performance computing(HPC) data structures and data analysis tools forPythonin Python andCython(statsmodels,scikit-learn)
- Perl Data Language– Scientific computing with Perl
- Ploticus– software for generating a variety of graphs from raw data
- PSPP– A free software alternative to IBMSPSSStatistics
- R–freeimplementation of theS (programming language)
- Programming with Big Data in R(pbdR) – a series of R packages enhanced bySPMDparallelism forbig dataanalysis
- R Commander– GUI interface for R
- Rattle GUI– GUI interface for R
- Revolution Analytics– production-grade software for the enterprise big data analytics
- RStudio– GUI interface and development environment for R
- ROOT– an open-source C++ system for data storage, processing and analysis, developed by CERN and used to find theHiggs boson
- Salstat– menu-driven statistics software
- Scilab– uses GPL-compatibleCeCILLlicense
- SciPy–Pythonlibrary for scientific computing that contains thestatssub-package which is partly based on the venerable|STAT(a.k.a.PipeStat,formerlyUNIX|STAT) software
- scikit-learn– extends SciPy with a host of machine learning models (classification, clustering, regression, etc.)
- Shogun (toolbox)–open-source,large-scale machine learning toolbox that provides several SVM (Support Vector Machine) implementations (like libSVM, SVMlight) under a common framework and interfaces to Octave, MATLAB, Python, R
- Simfit– simulation, curve fitting, statistics, and plotting
- SOCR
- SOFA Statistics– desktop GUI program focused on ease of use, learn as you go, and beautiful output
- Stan (software)– open-source package for obtaining Bayesian inference using the No-U-Turn sampler, a variant ofHamiltonian Monte Carlo.It is somewhat like BUGS, but with a different language for expressing models and a different sampler for sampling from their posteriors
- Statistical Lab–R-based and focusing on educational purposes
- TOPCAT (software)– interactive graphical analysis and manipulation package for astronomers that understandsFITS,VOTable andCDFformats.
- Torch (machine learning)– adeep learningsoftware library written inLua (programming language)
- Weka (machine learning)– a suite of machine learning software written at theUniversity of Waikato
Public domain[edit]
- CSPro(core is public domain but without publicly available source code; the web UI has been open sourced under Apache version 2[2]and the help system under GPL version 3[3])
- Dataplot(NIST)
- X-13ARIMA-SEATS(public domain in the United States only; outside of the United States is under US government copyright)[4]
Freeware[edit]
- BV4.1
- GeoDA
- MINUIT
- WinBUGS–Bayesian analysisusingMarkov chain Monte Carlomethods
- Winpepi– package of statistical programs for epidemiologists
- Phitter:[5]distribution-fitting online software.
Proprietary[edit]
- Alteryx– analytics platform with drag and drop statistical models; R and Python integration
- Analytica– visual analytics and statistics package
- Angoss– products KnowledgeSEEKER and KnowledgeSTUDIO incorporate several data mining algorithms
- ASReml– for restricted maximum likelihood analyses
- BMDP– general statistics package
- DataGraph– visual analysis with linear and nonlinear regression
- DB Lytix– 800+ in-database models
- EViews– foreconometric analysis
- FAME (database)– a system for managingtime-series databases
- GAUSS–programming languagefor statistics
- Genedata– software for integration and interpretation of experimental data in the life science R&D
- GenStat– general statistics package
- GLIM– early package for fittinggeneralized linear models
- GraphPad InStat– very simple with much guidance and explanations
- GraphPad Prism– biostatistics and nonlinear regression with clear explanations
- Igor Pro-programming languagewith statistical features and numerical analysis
- IMSL Numerical Libraries– software library with statistical algorithms
- JMP– visual analysis and statistics package
- LIMDEP– comprehensive statistics and econometrics package
- LISREL– statistics package used in structural equation modeling
- Maple–programming languagewith statistical features
- Mathematica– a software package with statistical particularly ŋ features
- MATLAB–programming languagewith statistical features
- MedCalc– for biomedical sciences
- Microfit– econometrics package, time series
- Minitab– general statistics package
- MLwiN– multilevel models (free to UK academics)
- Nacsport Video Analysis Software– software for analysing sports and obtaining statistical intelligence
- NAG Numerical Library– comprehensive math and statistics library
- NCSS– general statistics package
- Neural Designer– commercialdeep learningpackage
- NLOGIT– comprehensive statistics and econometrics package
- nQuery Sample Size Software– Sample Size and Power Analysis Software[6]
- O-Matrix–programming language
- OriginPro– statistics and graphing, programming access toNAG library
- PASS Sample Size Software(PASS) – power and sample size software from NCSS
- Plotly– plotting library and styling interface for analyzing data and creating browser-based graphs. Available forR,Python,MATLAB,Julia,andPerl
- Primer-E Primer– environmental and ecological specific
- PV-WAVE–programming languagecomprehensive data analysis and visualization with IMSL statistical package
- QlucoreOmics Explorer – interactive and visual data analysis software
- RapidMiner–machine learningtoolbox
- Regression Analysis of Time Series(RATS) – comprehensiveeconometric analysispackage
- Rguroo Statistical Software- An online statistical software designed for teaching and analyzing data
- S-PLUS– general statistics package
- SAS (software)– comprehensive statistical package
- SHAZAM (Econometrics and Statistics Software)– comprehensive econometrics and statistics package
- SigmaStat– package for group analysis
- Simul– econometric tool for multidimensional (multi-sectoral, multi-regional) modeling
- SmartPLS– statistics package used inpartial least squares path modeling(PLS) and PLS-basedstructural equation modeling
- SOCR– online tools for teachingstatisticsandprobability theory
- Speakeasy (computational environment)– numerical computational environment and programming language with many statistical andeconometric analysisfeatures
- SPSS Modeler– comprehensive data mining and text analytics workbench
- SPSSStatistics – comprehensive statistics package
- Stata– comprehensive statistics package
- StatCrunch– comprehensive statistics package, originally designed for college statistics courses
- Statgraphics– general statistics package
- Statistica– comprehensive statistics package
- StatsDirect– statistics package designed for biomedical, public health and general health science uses
- StatXact– package for exact nonparametric and parametric statistics
- SuperCROSS– comprehensive statistics package with ad-hoc, cross tabulation analysis
- Systat– general statistics package
- The Unscrambler– free-to-try commercialmultivariate analysissoftware for Windows
- Unistat– general statistics package that can also work as Excel add-in
- WarpPLS– statistics package used instructural equation modeling
- Wolfram Language[7]– the computer language that evolved from the programMathematica.It has similar statistical capabilities as Mathematica.
- World Programming System(WPS) – statistical package that supports the use ofPython,RandSASlanguages within a single user program.
- XploRe
Add-ons[edit]
- Analyse-it– add-on toMicrosoft Excelfor statistical analysis
- StatgraphicsSigma Express – add-on toMicrosoft ExcelforSix Sigmastatistical analysis
- SUDAAN– add-on toSASandSPSSforstatistical surveys
- XLfitadd-on toMicrosoft Excelfor curve fitting and statistical analysis
See also[edit]
- Comparison of statistical packages
- Free statistical software
- List of computer algebra systems
- List of information graphics software
- List of numerical libraries
- List of numerical-analysis software
- Mathematical software
- Psychometric software
References[edit]
- ^"Epi-Info/Epi-Info-Community-Edition".GitHub.Retrieved2021-05-14.
- ^"csweb ZIP file".
- ^"Helps".GitHub.28 September 2021.
- ^"US Census Bureau - X-13ARIMA-SEATS - License Information and Disclaimer".census.gov.Retrieved2021-05-14.
- ^"Phitter".2023-10-03.
- ^Hickey, Graeme L.; Grant, Stuart W.; Dunning, Joel; Siepe, Matthias (2018)."Statistical primer: Sample size and power calculations—why, when and how?†".European Journal of Cardio-Thoracic Surgery.54(1): 4–9.doi:10.1093/ejcts/ezy169.PMC6005113.PMID29757369.
- ^"Statistical Data Analysis—Wolfram Language Documentation".reference.wolfram.
