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Statistics: Scientific method · Research methods · Experimental design · Undergraduate statistics courses · Statistical tests · Game theory · Decision theory
Statistical software are specialized computer programs for statistical analysis.
Contents
Open source[edit | edit 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.
- Bayesian Filtering Library
- Chronux – for neurobiological time series data
- DAP – A free replacement for SAS
- ELKI a software framework for development of data mining algorithms in Java.
- Fityk – nonlinear regression software (GUI and command line)
- gretl – gnu regression, econometrics and time-series Library
- JAGS – Just another Gibbs sampler (JAGS) is a program for analysis of Bayesian hierarchical models using Markov Chain Monte Carlo (MCMC) developed by Martyn Plummer. It is similar to WinBUGS.
- SCaViS – Java-based statistical analysis framework for scientists and engineers. It includes an advanced IDE and Jython shell.
- JMulTi
- LIBSVM and LIBLINEAR, C++ support vector machine libraries
- Octave – programming language (very similar to Matlab) with statistical features
- Mondrian (software) - data analysis tool using interactive statistical graphics with a link to R.
- 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.
- Orange, a machine learning and bioinformatics software
- Ploticus – software for generating a variety of graphs from raw data
- PSPP – A free software alternative to IBM SPSS Statistics
- R – A free implementation of the S language.
- R Commander – GUI interface for R
- Rattle GUI – GUI interface for R
- pbdR - "Programming with Big Data in R" is a series of R packages enhanced by SPMD parallelism for Big Data analysis.
- RapidMiner, a machine learning toolbox
- Revolution Analytics – Production-grade software for the enterprise big data analytics
- Salstat - Menu driven statistics software
- Salstat2^{[1]} – Deriveb from Salstat. It can be scripted by using python, it can make interactive charts, manipulate Microsoft Excel and also you can import and export data
- Scilab – uses GPL compatible CeCILL license
- SciPy (a Python library for scientific computing) 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, an 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 – a desktop GUI program focused on ease of use, learn as you go, and beautiful output.
- Stan - New (2012), BSD licensed, compiled Markov chain Monte Carlo (MCMC) modeling with faster Hamiltonian Sampler for Bayesian analysis. mc-stan.org Official website
- Statistical Lab – R-based and focusing on educational purposes
- Weka is also a suite of machine learning software written at the University of Waikato.
- Xlisp-stat
- YADAS open source (Artistic License) Markov chain Monte Carlo (MCMC) Metropolis-Hastings algorithm in Java (w/o Gibbs Sampling) from Los Alamos National Laboratory (LANL).^{[2]}
Public domain[edit | edit source]
Freeware[edit | edit source]
- Stat-JR is Python-based software package developed by the University of Bristol and the University of Southampton.
- WinBUGS – Bayesian analysis using Markov chain Monte Carlo methods
- Winpepi – package of statistical programs for epidemiologists
Proprietary[edit | edit source]
- Analytica - visual analytics and statistics package
- Angoss - products KnowledgeSEEKER and KnowledgeSTUDIO incorporate a variety of data mining algorithms
- AroniSmartIntelligence – advanced and research statistics and data mining package for Mac OS.
- AroniSmartStat – basic, advanced, and research statistics package for Mac OS.
- ASReml – for restricted maximum likelihood analyses
- BMDP – general statistics package
- CalEst – general statistics and probability package with didactic tutorials
- Data Applied – for building statistical models
- EViews – for econometric analysis
- FAME – a system for managing time series statistics and time series databases
- GAUSS – programming language for statistics
- Genedata Analyst– software solution for the 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 lots of guidance and explanations
- GraphPad Prism – Biostatistics and nonlinear regression with clear explanations
- IBM SPSS Statistics – comprehensive statistics package
- IBM SPSS Modeler – comprehensive data mining and text analytics workbench
- Izenda - Self-service data analysis over HTML5
- IMSL Numerical Libraries – software library with statistical algorithms
- JMP – visual analysis and statistics package
- LIMDEP - comprehensive econometrics and statistics package
- LISREL – statistics package used in structural equation modeling
- Maple – programming language with statistical features
- Mathematica – programming language with statistical features
- MATLAB – programming language with statistical features
- MedCalc – for biomedical sciences
- Minitab – general statistics package
- MLwiN – multilevel models (free to UK academics)
- NAG Library - comprehensive math and statistics library
- NCSS – general statistics package
- NLOGIT - comprehensive econometrics and statistics package
- NMath Stats – statistical package for .NET Framework
- O-Matrix – programming language
- OriginPro – statistics and graphing, programming access to NAG library
- Partek – general statistics package with specific applications for genomic, HTS, and QSAR data
- PASS – specific routines for estimating sample size package
- Primer-E Primer – environmental and ecological specific.
- PV-WAVE – programming language comprehensive data analysis and visualization with IMSL statistical package
- Q research software – quantitative data analysis software for market research
- Quantum – part of the SPSS MR product line, mostly for data validation and tabulation in Marketing and Opinion Research
- RATS – comprehensive econometric analysis package
- SAS – comprehensive statistical package
- SHAZAM – comprehensive econometrics and statistics package
- Simul - econometric tool for multidimensional (multi-sectoral, multi-regional) modelling
- SigmaStat – for group analysis
- SOCR – online tools for teaching statistics and probability theory
- Speakeasy – numerical computational environment and programming language with many statistical and econometric analysis features
- Stata – comprehensive statistics package
- Statgraphics – general statistics package
- STATISTICA – comprehensive statistics package
- Statistix – general statistics package
- StatXact – package for exact nonparametric and parametric statistics
- Systat – general statistics package
- S-PLUS – general statistics package
- Unistat – general statistics package that can also work as Excel add-in
- The Unscrambler (free-to-try commercial Multivariate analysis software for Windows)
- WINKS SDA - general statistics package
- World Programming System (WPS) - statistical package that supports the SAS language
- XploRe
Add-ons[edit | edit source]
- Analyse-it – add-on to Microsoft Excel for statistical analysis
- EngineRoom for Excel - add-on to Microsoft Excel for statistical analysis
- NumXL – add-on to Microsoft Excel for general statistics and Econometrics
- SigmaXL – add-on to Microsoft Excel for statistical and graphical analysis
- SPC XL – add-on to Microsoft Excel for general statistics
- Stats Helper – add-on to Microsoft Excel for descriptive statistics and Six Sigma
- SUDAAN – add-on to SAS and SPSS for statistical surveys
- XLfit add-on to Microsoft Excel for curve fitting and statistical analysis
- XLStatistics add-on to Microsoft Excel for data analysis
See also[edit | edit source]
Wikimedia Commons has media related to:
[[Commons: Category:List of statistical packages
| List of statistical packages
]]- Comparison of statistical packages
- Econometric software
- Free statistical software
- List of computer algebra systems
- List of graphing software
- List of numerical analysis software
- List of numerical libraries
- Mathematical software
- Psychometric software
References[edit | edit source]
- ↑ S2 Statistical Package Project Site.
- ↑ Graves, Todd L. YADAS. Los Alamos National Laboratory (LANL). URL accessed on 2013-03-23.
External links[edit | edit source]
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