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Micron Document

List of statistical software

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The following is a list of statistical software.

Contents

• Open-source

• Public domain

• Freeware

• Proprietary

• Add-ons

• See also

• References

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 licensedcite-ref-1[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 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 2cite-ref-2[2] and the help system under GPL version 3cite-ref-3[3])

• Dataplot (NIST)

• X-13ARIMA-SEATS (public domain in the United States only; outside of the United States is under US government copyright)cite-ref-4[4]

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)

• 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 – commercial deep learning package

• NLOGIT – comprehensive statistics and econometrics package

• nQuery Sample Size Software – Sample Size and Power Analysis Softwarecite-ref-5[5]

• 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 Languagecite-ref-6[6] – 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