Statistical software are specialized computer programs for analysis in

statistics Statistics (from German language, German: ''wikt:Statistik#German, Statistik'', "description of a State (polity), state, a country") is the discipline that concerns the collection, organization, analysis, interpretation, and presentation of ...

and econometrics.

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 Chronux is an open-source software package developed for the loading, visualization and analysis of a variety of modalities / formats of neurobiological time series data. Usage of this tool enables neuroscientists to perform a variety of analysis ...

– for neurobiological time series data * DAP – free replacement for SAS * Environment for DeveLoping KDD-Applications Supported by Index-Structures (ELKI) a

software framework In computer programming, a software framework is an abstraction in which software, providing generic functionality, can be selectively changed by additional user-written code, thus providing application-specific software. It provides a standard ...

for developing data mining algorithms in Java * Epi Info –

statistical software Statistical software are specialized computer programs for analysis in statistics and econometrics. Open-source * ADaMSoft – a generalized statistical software with data mining algorithms and methods for data management * ADMB – a 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 software alternative to IBM SPSS Statistics * 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 An eclipse is an astronomical event that occurs when an astronomical object or spacecraft is temporarily obscured, by passing into the shadow of another body or by having another body pass between it and the viewer. This alignment of three ce ...

using 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 consistent

application programming interface An application programming interface (API) is a way for two or more computer programs to communicate with each other. It is a type of software interface, offering a service to other pieces of software. A document or standard that describes how t ...

(API) *

Mondrian Pieter Cornelis Mondriaan (), after 1906 known as Piet Mondrian (, also , ; 7 March 1872 – 1 February 1944), was a Dutch painter and art theoretician who is regarded as one of the greatest artists of the 20th century. He is known for being o ...

– 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 Structural equation modeling (SEM) is a label for a diverse set of methods used by scientists in both experimental and observational research across the sciences, business, and other fields. It is used most in the social and behavioral scienc ...

running in R (programming language) *

OpenNN OpenNN (Open Neural Networks Library) is a software library written in the C++ programming language which implements neural networks, a main area of deep learning research. The library is open-source, licensed under the GNU Lesser General Public L ...

– A software library written in the programming language C++ which implements

neural network A neural network is a network or circuit of biological neurons, or, in a modern sense, an artificial neural network, composed of artificial neurons or nodes. Thus, a neural network is either a biological neural network, made up of biological ...

s, a main area of

deep learning Deep learning (also known as deep structured learning) is part of a broader family of machine learning methods based on artificial neural networks with representation learning. Learning can be supervised, semi-supervised or unsupervised. De ...

research * Orange, a data mining, machine learning, and

bioinformatics Bioinformatics () is an interdisciplinary field that develops methods and software tools for understanding biological data, in particular when the data sets are large and complex. As an interdisciplinary field of science, bioinformatics combi ...

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 Free may refer to: Concept * Freedom, having the ability to do something, without having to obey anyone/anything * Freethought, a position that beliefs should be formed only on the basis of logic, reason, and empiricism * Emancipate, to procur ...

implementation of the

S (programming language) S is a statistical programming language developed primarily by John Chambers and (in earlier versions) Rick Becker and Allan Wilks of Bell Laboratories. The aim of the language, as expressed by John Chambers, is "to turn ideas into software, quic ...

** Programming with Big Data in R (pbdR) – a series of R packages enhanced by SPMD parallelism for

big data Though used sometimes loosely partly because of a lack of formal definition, the interpretation that seems to best describe Big data is the one associated with large body of information that we could not comprehend when used only in smaller am ...

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 The Higgs boson, sometimes called the Higgs particle, is an elementary particle in the Standard Model of particle physics produced by the quantum excitation of the Higgs field, one of the fields in particle physics theory. In the Stand ...

* Salstat – menu-driven statistics software *

Scilab Scilab is a free and open-source, cross-platform numerical computational package and a high-level, numerically oriented programming language. It can be used for signal processing, statistical analysis, image enhancement, fluid dynamics simulat ...

– 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,

generalized linear model In statistics, a generalized linear model (GLM) is a flexible generalization of ordinary linear regression. The GLM generalizes linear regression by allowing the linear model to be related to the response variable via a ''link function'' and b ...

(GLM), time series analysis, autoregressive–moving-average model (ARMA), vector autoregression (VAR), non-parametric statistics, ANOVA, empirical likelihood) * Shogun (toolbox) –

open-source Open source is source code that is made freely available for possible modification and redistribution. Products include permission to use the source code, design documents, or content of the product. The open-source model is a decentralized sof ...

, 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 The Statistics Online Computational Resource (SOCR) is an online multi-institutional research and education organization. SOCR designs, validates and broadly shares a suite of online tools for statistical computing, and interactive materials for ...

* SOFA Statistics – desktop GUI program focused on ease of use, learn as you go, and beautiful output *

Stan (software) Stan is a probabilistic programming language for statistical inference written in C++.Stan Development Team. 2015Stan Modeling Language User's Guide and Reference Manual, Version 2.9.0/ref> The Stan language is used to specify a (Bayesian) stati ...

– 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 The computer program Statistical Lab (Statistiklabor) is an explorative and interactive toolbox for statistical analysis and visualization of data. It supports educational applications of statistics in business administration, economics, social sc ...

– R-based and focusing on educational purposes * TOPCAT (software) – interactive graphical analysis and manipulation package for astronomers that understands

FITS Flexible Image Transport System (FITS) is an open standard defining a digital file format useful for storage, transmission and processing of data: formatted as multi-dimensional arrays (for example a 2D image), or tables. FITS is the most com ...

, VOTable and CDF formats. * Torch (machine learning) – a

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 Dataplot is a public domain software system for scientific visualization and statistical analysis. It was developed and is being maintained at the National Institute of Standards and Technology. Dataplot's source code In computing, source cod ...

(NIST) * X-13ARIMA-SEATS (public domain in the United States only; outside of the United States is under US government copyright)

Freeware

BV4.1 The application software BV4.1 is an easy-to-use tool for decomposing and seasonally adjusting monthly or quarterly economic time series by version 4.1 of the Berlin procedure. It is being developed by the Federal Statistical Office of Germany ...

* GeoDA * MaxStat Lite – general statistical software *

MINUIT MINUIT, now MINUIT2, is a numerical minimization software library developed at the European Organization for Nuclear Research (CERN). It provides several algorithms that search for parameter values that minimize a user-defined function, and comput ...

* 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 ASReml is a statistical software package for fitting linear mixed models using restricted maximum likelihood, a technique commonly used in plant and animal breeding and quantitative genetics as well as other fields. It is notable for its ability to ...

– for restricted maximum likelihood analyses *

BMDP BMDP was a statistical package developed in 1965 by Wilfrid Dixon at the University of California, Los Angeles. The acronym stands for Bio-Medical Data Package, the word package was added by Dixon as the software consisted of a series of programs ...

– general statistics package * DataGraph – visual analysis with linear and nonlinear regression * DB Lytix – 800+ in-database models * EViews – for econometric analysis *

FAME (database) FAME (Forecasting Analysis and Modeling Environment) is a time series database released in 1981 and owned by FIS Global. History The FAME software environment had several development phases during its history. Lawrence C. Rafsky founded GemN ...

– a system for managing time-series databases * GAUSS – programming language for statistics *

Genedata Genedata is a Swiss-headquartered bioinformatics company that provides enterprise software that support large-scale, experimental processes in life science research. The company focuses on automating data-rich, highly complex data workflows in b ...

– software for integration and interpretation of experimental data in the life science R&D * GenStat – general statistics package *

GLIM Glim or Gleam ( arz, جليم) is a neighborhood in Alexandria, Egypt. See also * Neighborhoods in Alexandria Alexandria, Virginia, an independent city in the Commonwealth of Virginia, is located along the western bank of the Potomac Ri ...

– early package for fitting

s *

GraphPad InStat GraphPad Software Inc. was a privately held software development corporation until its acquisition by Insight Partners in 2017. The company was named Insightful Science, which itself merged with Dotmatics in 2021. The original software was writt ...

– very simple with much guidance and explanations * GraphPad Prism – biostatistics and nonlinear regression with clear explanations * IMSL Numerical Libraries – software library with statistical algorithms * JMP – visual analysis and statistics package *

LIMDEP LIMDEP is an econometric and statistical software package with a variety of estimation tools. In addition to the core econometric tools for analysis of cross sections and time series, LIMDEP supports methods for panel data analysis, frontier and e ...

– comprehensive statistics and econometrics package * LISREL – statistics package used in structural equation modeling * Maple – programming language with statistical features *

Mathematica Wolfram Mathematica is a software system with built-in libraries for several areas of technical computing that allow machine learning, statistics, symbolic computation, data manipulation, network analysis, time series analysis, NLP, optimizat ...

– a software package with statistical particularly ŋ features * MATLAB – programming language with statistical features * MaxStat Pro – general statistical software * MedCalc – for biomedical sciences *

Microfit Microfit is a statistics package developed by Bahram Pesaran and M. Hashem Pesaran, and published by Oxford University Press. It is designed for econometric modelling with time series In mathematics, a time series is a series of data points in ...

– econometrics package, time series * Minitab – general statistics package *

MLwiN MLwiN is a statistical software package for fitting multilevel models. It uses both maximum likelihood estimation and Markov chain Monte Carlo (MCMC) methods. MLwiN is based on an earlier package, MLn, but with a graphical user interface (as well ...

– 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 Neural Designer is a software tool for machine learning based on neural networks, a main area of artificial intelligence research, and contains a graphical user interface which simplifies data entry and interpretation of results. In 2015, Neural ...

– commercial

package * NLOGIT – comprehensive statistics and econometrics package * nQuery Sample Size Software – Sample Size and Power Analysis Software *

O-Matrix O-Matrix is a matrix programming language for mathematics, engineering, science, and financial analysis, marketed by Harmonic Software. The language is designed for use in high-performance computing. O-Matrix provides an integrated develo ...

– programming language * OriginPro – statistics and graphing, programming access to NAG library * PASS Sample Size Software (PASS) – power and sample size software from NCSS *

Plotly Plotly is a technical computing company headquartered in Montreal, Quebec, that develops online data analytics and data visualization, visualization tools. Plotly provides online graphing, analytics, and statistics tools for individuals and coll ...

– 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 SIMUL - i.e. Système Intégré de Modélisation mULti-dimensionelle - is an econometric tool for the multidimensional (multi-sectoral and multi-regional) modelling. It allows to implement easily multidimensional econometric models according to ...

– econometric tool for multidimensional (multi-sectoral, multi-regional) modeling * SmartPLS – statistics package used in partial least squares path modeling (PLS) and PLS-based

– online tools for teaching

and probability theory *

Speakeasy (computational environment) Speakeasy was a numerical computing interactive environment also featuring an interpreted programming language. It was initially developed for internal use at the Physics Division of Argonne National Laboratory by the theoretical physicist ...

– 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 Stata (, , alternatively , occasionally stylized as STATA) is a general-purpose statistical software package developed by StataCorp for data manipulation, visualization, statistics, and automated reporting. It is used by researchers in many fie ...

– comprehensive statistics package *

StatCrunch StatCrunch is a web-based statistical software application from Pearson Education. StatCrunch was originally created for use in college statistics courses. As a full-featured statistics package, it is now also used for research and for other sta ...

– comprehensive statistics package, originally designed for college statistics courses * Statgraphics – general statistics package to include cloud computing and Six Sigma for use in

business development Business development entails tasks and processes to develop and implement growth opportunities within and between organizations. It is a subset of the fields of business, commerce and organizational theory. Business development is the creation of ...

, process improvement,

data visualization Data and information visualization (data viz or info viz) is an interdisciplinary field that deals with the graphic representation of data and information. It is a particularly efficient way of communicating when the data or information is num ...

and statistical analysis, design of experiment, point processes, geospatial analysis, regression, and time series analysis are all included within this complete statistical package. *

Statistica Statistica is an advanced analytics software package originally developed by StatSoft and currently maintained by TIBCO Software Inc. Statistica provides data analysis, data management, statistics, data mining, machine learning, text analytics a ...

– comprehensive statistics package *

StatsDirect StatsDirect is a statistical software package designed for biomedical, public health, and general health science uses. The second generation of the software was reviewed in general medical and public health journals. Features and use StatsDire ...

– statistics package designed for biomedical, public health and general health science uses * StatXact – package for exact nonparametric and parametric statistics *

SuperCROSS The AMA Supercross Championship (commercially known as Monster Energy AMA Supercross) is an American motorcycle racing series. Founded by the American Motorcyclist Association (AMA) in 1974, the AMA Supercross Championship races are held from ...

– comprehensive statistics package with ad-hoc, cross tabulation analysis * Systat – general statistics package *

The Unscrambler The Unscrambler X is a commercial software product for multivariate data analysis, used for calibration of multivariate data which is often in the application of analytical data such as near infrared spectroscopy and Raman spectroscopy, and deve ...

– free-to-try commercial multivariate analysis software for Windows * Unistat – general statistics package that can also work as Excel add-in * WarpPLS – statistics package used in

* Wolfram Language – the computer language that evolved from the program

. It has similar statistical capabilities as Mathematica. * World Programming System (WPS) – statistical package that supports the use of Python, R and

SAS SAS or Sas may refer to: Arts, entertainment, and media * ''SAS'' (novel series), a French book series by Gérard de Villiers * ''Shimmer and Shine'', an American animated children's television series * Southern All Stars, a Japanese rock ba ...

languages within in a single user program. * XploRe

Add-ons

Analyse-it Analyse-it is a statistical analysis add-in for Microsoft Excel. Analyse-it is the successor to Astute, developed in 1992 for Excel 4 and the first statistical analysis add-in for Microsoft Excel. Analyse-it provides a range of standard parametric ...

– add-on to Microsoft Excel for statistical analysis * Statgraphics Sigma Express – add-on to Microsoft Excel for Six Sigma statistical analysis *

SUDAAN SUDAAN is a proprietary statistical software package for the analysis of correlated data, including correlated data encountered in complex sample surveys. SUDAAN originated in 1972 at RTI International (the trade name of Research Triangle Institu ...

– add-on to

and SPSS for

statistical survey Survey methodology is "the study of survey methods". As a field of applied statistics concentrating on human-research surveys, survey methodology studies the sampling of individual units from a population and associated techniques of survey da ...

s * XLfit add-on to Microsoft Excel for curve fitting and statistical analysis

References

External links

* {{Public health

Statistical packages Statistical software are specialized computer programs for analysis in statistics and econometrics. Open-source * ADaMSoft – a generalized statistical software with data mining algorithms and methods for data management * ADMB – a software ...

Software