Open-source gretl is an example of an open-source statistical packageADaMSoft – a generalized statistical software with data mining algorithms and methods for data managementADMB – a software suite for non-linear statistical modeling based on C++ which uses automatic differentiation Chronux – for neurobiological time series dataDAP – free replacement for SAS Environment for DeveLoping KDD-Applications Supported by Index-Structures (ELKI) a software framework for developing data mining algorithms in JavaEpi Info – statistical software for epidemiology developed by Centers for Disease Control and Prevention (CDC). Apache 2 licensed[1] Fityk – nonlinear regression software (GUI and command line)GNU Octave – programming language very similar to MATLAB with statistical featuresgretl – gnu regression, econometrics and time-series libraryintrinsic Noise Analyzer (iNA) – For analyzing intrinsic fluctuations in biochemical systemsjamovi – A free software alternative to IBM SPSS StatisticsJASP – 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 analysisJust another Gibbs sampler (JAGS) – a program for analyzing Bayesian hierarchical models using Markov chain Monte Carlo developed by Martyn Plummer. It is similar to WinBUGSKNIME – An open source analytics platform built with Java and Eclipse using modular data pipeline workflowsLIBSVM – C++ support vector machine librariesmlpack – 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 RNeurophysiological Biomarker Toolbox – Matlab toolbox for data-mining of neurophysiological biomarkersOpenBUGS OpenEpi – A web-based, open-source, operating-independent series of programs for use in epidemiology and statistics based on JavaScript and HTMLOpenMx – 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 researchOrange , a data mining , machine learning , and bioinformatics softwarePandas – 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 PerlPloticus – software for generating a variety of graphs from raw dataPSPP – A free software alternative to IBM SPSS Statistics R – free implementation of the S (programming language) 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 softwareScilab – uses GPL-compatible CeCILL licenseSciPy – 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 ) softwarescikit-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, RSimfit – simulation, curve fitting, statistics, and plottingSOCR SOFA Statistics – desktop GUI program focused on ease of use, learn as you go, and beautiful outputStan (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 posteriorsStatistical Lab – R-based and focusing on educational purposesTOPCAT (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[2] and the help system under GPL version 3[3] )Dataplot (NIST)X-13ARIMA-SEATS (public domain in the United States only; outside of the United States is under US government copyright)[4]
Freeware
Proprietary Alteryx – analytics platform with drag and drop statistical models; R and Python integrationAnalytica – visual analytics and statistics packageAngoss – products KnowledgeSEEKER and KnowledgeSTUDIO incorporate several data mining algorithmsASReml – for restricted maximum likelihood analysesBMDP – general statistics package DataGraph – visual analysis with linear and nonlinear regressionDB Lytix – 800+ in-database modelsEViews – for econometric analysis FAME (database) – a system for managing time-series databases GAUSS – programming language for statisticsGenedata – software for integration and interpretation of experimental data in the life science R&DGenStat – general statistics packageGLIM – early package for fitting generalized linear models GraphPad InStat – very simple with much guidance and explanationsGraphPad Prism – biostatistics and nonlinear regression with clear explanationsIgor Pro - programming language with statistical features and numerical analysisIMSL Numerical Libraries – software library with statistical algorithmsJMP – visual analysis and statistics package LIMDEP – comprehensive statistics and econometrics packageLISREL – statistics package used in structural equation modelingMaple – programming language with statistical featuresMathematica – a software package with statistical particularly ŋ featuresMATLAB – programming language with statistical featuresMedCalc – for biomedical sciencesMicrofit – econometrics package, time seriesMinitab – general statistics packageMLwiN – multilevel models (free to UK academics)Nacsport Video Analysis Software – software for analysing sports and obtaining statistical intelligenceNAG Numerical Library – comprehensive math and statistics libraryNCSS – general statistics package Neural Designer – commercial deep learning packageNLOGIT – comprehensive statistics and econometrics packagenQuery Sample Size Software – Sample Size and Power Analysis Software[6] O-Matrix – programming language OriginPro – statistics and graphing, programming access to NAG library PASS Sample Size Software (PASS) – power and sample size software from NCSSPlotly – plotting library and styling interface for analyzing data and creating browser-based graphs. Available for R, Python , MATLAB , Julia , and PerlPrimer-E Primer – environmental and ecological specificPV-WAVE – programming language comprehensive data analysis and visualization with IMSL statistical packageQlucore Omics Explorer – interactive and visual data analysis softwareRapidMiner – machine learning toolboxRegression Analysis of Time Series (RATS) – comprehensive econometric analysis packageRguroo Statistical Software - An online statistical software designed for teaching and analyzing data S-PLUS – general statistics packageSAS (software) – comprehensive statistical packageSHAZAM (Econometrics and Statistics Software) – comprehensive econometrics and statistics packageSigmaStat – package for group analysisSimul – econometric tool for multidimensional (multi-sectoral, multi-regional) modelingSmartPLS – 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 featuresSPSS Modeler – comprehensive data mining and text analytics workbenchSPSS Statistics – comprehensive statistics package Stata – comprehensive statistics packageStatCrunch – comprehensive statistics package, originally designed for college statistics coursesStatgraphics – general statistics packageStatistica – comprehensive statistics packageStatsDirect – statistics package designed for biomedical, public health and general health science usesStatXact – package for exact nonparametric and parametric statisticsSuperCROSS – comprehensive statistics package with ad-hoc, cross tabulation analysisSystat – general statistics packageThe Unscrambler – free-to-try commercial multivariate analysis software for WindowsUnistat – general statistics package that can also work as Excel add-in WarpPLS – statistics package used in structural equation modeling Wolfram Language [7] – 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
See also
References ^ "Epi-Info/Epi-Info-Community-Edition". GitHub . Retrieved 2021-05-14 . ^ "csweb ZIP file". ^ "Helps". GitHub . 28 September 2021. ^ "US Census Bureau - X-13ARIMA-SEATS - License Information and Disclaimer". www.census.gov . Retrieved 2021-05-14 . ^ "Phitter". 2023-10-03. ^ Hickey, Graeme L.; Grant, Stuart W.; Dunning, Joel; Siepe, Matthias (2018). "Statistical primer: Sample size and power calculations—why, when and how?†". European Journal of Cardio-Thoracic Surgery . 54 (1): 4–9. doi:10.1093/ejcts/ezy169. PMC 6005113 . PMID 29757369. ^ "Statistical Data Analysis—Wolfram Language Documentation". reference.wolfram.com .
External links