The following is a list of statistical software.
Open-source
ADaMSoft – a generalized statistical software with data mining algorithms and methods for data management ADMB – a software suite for non-linear statistical modeling based on C++ which uses automatic differentiation Chronux – for neurobiological time series data DAP – free replacement for SAS Environment for DeveLoping KDD-Applications Supported by Index-Structures (ELKI) a software framework for developing data mining algorithms in Java Epi Info – statistical software for epidemiology developed by Centers for Disease Control and Prevention (CDC). Apache 2 licensed 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 GUI and library for R JASP – A free software alternative to IBM SPSS Statistics with additional option for Bayesian methods JMulTi – For econometric analysis, specialised in univariate and multivariate time series analysis Just another Gibbs sampler (JAGS) – a program for analyzing Bayesian hierarchical models using Markov chain Monte Carlo developed by Martyn Plummer. It is similar to WinBUGS KNIME – An open source analytics platform built with Java and Eclipse using modular data pipeline workflows LabPlot – A free and open-source, cross-platform computer program for interactive scientific plotting, curve fitting, nonlinear regression, data processing and data analysis 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 consistent application programming interface (API) Mondrian – data analysis tool using interactive statistical graphics with a link to R 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 for structural equation modeling running in R (programming language) OpenNN – A software library written in the programming language C++ which implements neural networks, a main area of deep learning research Orange, a data mining, machine learning, and bioinformatics software Pandas – High-performance computing (HPC) data structures and data analysis tools for Python in Python and Cython (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 IBM SPSS Statistics R – free implementation of the S (programming language) Programming with Big Data in R (pbdR) – a series of R packages enhanced by SPMD parallelism for big data analysis 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 the Higgs boson Salstat – menu-driven statistics software Scilab – uses GPL-compatible CeCILL license SciPy – Python library for scientific computing that contains the stats sub-package which is partly based on the venerable |STAT (a.k.a. PipeStat, formerly UNIX|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 of Hamiltonian 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 understands FITS, VOTable and CDF formats. Torch (machine learning) – a deep learning software library written in Lua (programming language) Weka (machine learning) – a suite of machine learning software written at the University of Waikato
Public domain CSPro (core is public domain but without publicly available source code; the web UI has been open sourced under Apache version 2 and the help system under GPL version 3) Dataplot (NIST) X-13ARIMA-SEATS (public domain in the United States only; outside of the United States is under US government copyright)
Freeware BV4.1 GeoDA MINUIT WinBUGS – Bayesian analysis using Markov chain Monte Carlo methods Winpepi – package of statistical programs for epidemiologists
Proprietary 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 – online statistical software DB Lytix – 800+ in-database models EViews – for econometric analysis FAME (database) – a system for managing time-series databases GAUSS – programming language for statistics Genedata – software for integration and interpretation of experimental data in the life science R&D GenStat – general statistics package GLIM – early package for fitting generalized linear models GraphPad InStat – very simple with much guidance and explanations GraphPad Prism – biostatistics and nonlinear regression with clear explanations Igor Pro - programming language with 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 language with statistical features Mathematica – a software package with statistical particularly ŋ features MATLAB – programming language with statistical features MedCalc – for biomedical sciences Microfit – econometrics package, time series Minitab – general statistics package MLwiN – multilevel models (free to UK academics) NAG Numerical Library – comprehensive math and statistics library NCSS – general statistics package Neural Designer – commercial deep learning package NLOGIT – comprehensive statistics and econometrics package nQuery Sample Size Software – Sample Size and Power Analysis Software O-Matrix – programming language OriginPro – statistics and graphing, programming access to NAG 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 for R, Python, MATLAB, Julia, and Perl Primer-E Primer – environmental and ecological specific PV-WAVE – programming language comprehensive data analysis and visualization with IMSL statistical package Qlucore Omics Explorer – interactive and visual data analysis software RapidMiner – machine learning toolbox Regression Analysis of Time Series (RATS) – comprehensive econometric analysis package 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 in partial least squares path modeling (PLS) and PLS-based structural equation modeling SOCR – online tools for teaching statistics and probability theory Speakeasy (computational environment) – numerical computational environment and programming language with many statistical and econometric analysis features SPSS Modeler – comprehensive data mining and text analytics workbench SPSS Statistics – 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 commercial multivariate analysis software for Windows WarpPLS – statistics package used in structural equation modeling Wolfram Language – the computer language that evolved from the program Mathematica. It has similar statistical capabilities as Mathematica. World Programming System (WPS) – statistical package that supports the use of Python, R and SAS languages within a single user program. XploRe
Add-ons Analyse-it – add-on to Microsoft Excel for statistical analysis Statgraphics Sigma Express – add-on to Microsoft Excel for Six Sigma statistical analysis SUDAAN – add-on to SAS and SPSS for statistical surveys XLfit add-on to Microsoft Excel for curve fitting and statistical analysis
See also Comparison of statistical packages List of computer algebra systems List of information graphics software List of numerical libraries List of numerical-analysis software Mathematical software Psychometric software Statistics Online Computational Resource — open-source educational resource for statistics
References