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Statistical software are specialized computer programs for statistical analysis and econometric analysis.
Open-source statistical packages [ edit ]
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
CBEcon – web-based econometrics and statistical software
DataMelt – Java-based statistical analysis framework for scientists and engineers. It includes an advanced IDE and Jython shell
DAP (software) – free replacement for SAS
ELKI a software framework for development of data mining algorithms in Java.
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) – analysis of intrinsic fluctuations in biochemical systems
Just another Gibbs sampler (JAGS) – a program for analysis of Bayesian hierarchical models using Markov chain Monte Carlo developed by Martyn Plummer. It is similar to WinBUGS.
LIBSVM – C++ support vector machine libraries
MLPACK (C++ library) – open-source library for machine learning, exploiting C++ language features to provide maximum performance and flexibility while providing a simple and consistent API
Mondrian (software) – data analysis tool using interactive statistical graphics with a link to R.
Neurophysiological Biomarker Toolbox - Matlab toolbox for data-mining of neurophysiological biomarkers.
OpenNN – A software library for neural networks written in the C++ programming language.
OpenMx – A package for structural equation modeling running in R (programming language).
Orange (software), a machine learning and bioinformatics software
Pandas (software) – 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 (programming language) – free implementation of the S (programming language)
Revolution Analytics – production-grade software for the enterprise big data analytics
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.) statsmodels - extends SciPy with statistical models and tests (regression, plotting, example datasets,
GLM, time series analysis, ARMA, VAR, Non-parametric statistics, ANOVA, empirical likelihood)
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
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’s 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
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
In the public domain [ edit ]
Freeware [ edit ]
Proprietary statistical packages [ edit ]
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
Data Applied – for building statistical models
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 solution for integration and interpretation of experimental data in the life science R&D
GenStat – general statistics package
GLIM (software) – 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
IMSL Numerical Libraries – software library with statistical algorithms
JMP (application software) – 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 – 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 Numerical Library – comprehensive math and statistics library
NCSS – general statistics package
NLOGIT – comprehensive statistics and econometrics 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.
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
Quantum Programming Language – part of the SPSS MR product line, mostly for data validation and tabulation in Marketing and Opinion Research
RapidMiner – machine learning toolbox
Regression Analysis of Time Series (RATS) – comprehensive econometric analysis package
SAS (software) – comprehensive statistical package
SHAZAM (Econometrics and Statistics Software) – comprehensive econometrics and statistics package
Simul - econometric tool for multidimensional (multi-sectoral, multi-regional) modeling
SigmaStat – for group analysis
SmartPLS - statistics package used in 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 – comprehensive statistics package that stands for "Statistical Package for the Social Sciences"
SPSS Modeler – comprehensive data mining and text analytics workbench
Stata – comprehensive statistics package
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
Systat – general statistics package
SuperCROSS comprehensive statistics package with ad-hoc, cross tabulation analysis
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)
World Programming System (WPS) – statistical package that supports the SAS language
Statistical add-ons [ edit ]
See also [ edit ]
References [ edit ]
External links [ edit ]