comparison of statistical packages

! Developer

! class="unsortable"|Latest version

! Open source

! Software license

! Interface

! Written in

! Scripting languages

| Marco Scarno

| {{start date|2015|04|27|df=yes}}

| {{yes}}

| GNU GPL

| CLI, GUI

| Java

|

| Alteryx Inc.

| 2019.2 (June 2019)

| {{No}}

| Proprietary

| GUI, Python SDK, JavaScript SDK

| C#, C++, Python, R, JavaScript

| R, Python

| Analyse-it

|

| {{no}}

| Proprietary

| GUI

| C#, C++, Fortran

|

| VSN International

| {{start date|2014|03|26|df=yes}}

| {{no}}

| Proprietary

| CLI

|

|

| Statistical Solutions

|

| {{no}}

| Proprietary

|

|

|

| Alan Heckert

| {{start date|2013|df=yes}}

| {{yes}}

| Public domain

| CLI, GUI

| Fortran

|

| Ludwig Maximilian University of Munich

| 0.7.5 ({{start date|2019|02|15|df=yes}})

| {{yes}}

| AGPL

| CLI, GUI

| Java

| Shell

| Centers for Disease Control and Prevention

| {{start date|2016|06|27|df=yes}}

| {{yes}}

| Public domain

| CLI, GUI

| C#

|

| IHS Markit

| 14 (June 25, 2024)

| {{no}}

| Proprietary

| CLI, GUI

|

|

| Aptech Systems

| {{start date|2020|df=yes}}

| {{no}}

| Proprietary

| CLI, GUI

| C, C++

|

| VSN International

| {{start date|2015|df=yes}}

| {{no}}

| Proprietary

| CLI, GUI

|

|

| GraphPad Software, Inc.

| {{start date|2009|02|df=yes}}

| {{no}}

| Proprietary

| GUI

|

|

| The gretl Team

| 2024d ({{start date|2024|12|12|df=yes}})

| {{yes}}

| GNU GPL

| CLI, GUI

| C

| hansl

| The jamovi project

| 2023a ({{start date|2024|02|14|df=yes}})

| {{yes}}

| GNU GPL

| GUI

| C++, R, JavaScript, Python

|

| SAS Institute

| 16.1 ({{start date|2021|07|df=yes}})

| {{no}}

| Proprietary

| GUI, CLI

|

| JMP Scripting Language (JSL)

| Econometric Software, Inc., William Greene

| {{start date|2012|05|df=yes}}

| {{no}}

| Proprietary

| CLI, GUI

| Fortran, C++

|

| Maplesoft

| {{Latest stable software release/Maple}}

| {{no}}

| Proprietary

| CLI, GUI

|

|

| Wolfram Research

| {{Latest stable software release/Mathematica}}

| {{no}}

| Proprietary

| CLI, GUI

| C, Mathematica

| Wolfram Language

| MathWorks

| R2020b ({{start date|2020|09|17|df=yes}})

| {{no}}

| Proprietary

| CLI, GUI

| C++, Java, MATLAB

|

| MedCalc Software Ltd

| 22 ({{start date|2023|05|12|df=yes}})

| {{no}}

| Proprietary

| GUI

|

| MedCalc script

| Minitab, LLC

| {{start date|2024|03|20|df=yes}}

| {{no}}

| Proprietary

| CLI, GUI

|

|

| NCSS, LLC

| {{start date|2015|02|df=yes}}

| {{no}}

| Proprietary

| GUI

|

|

| Econometric Software, Inc., William Greene

| {{start date|2012|05|df=yes}}

| {{no}}

| Proprietary

| CLI, GUI

| Fortran, C++

|

| A. Dean, K. Sullivan, M. Soe

| {{start date|2014|09|22|df=yes}}

| {{Yes}}

| GNU GPL

| GUI

| JavaScript, HTML

|

| Bioinformatics Laboratory, Faculty of Computer and Information Science, University of Ljubljana

| {{start date|2016|01|10|df=yes}}

| {{Yes}}

| GNU GPL

| GUI/Python

| Python, Cython

| Python

| OriginLab

| 3.23.0 ({{start date|2019|09|05|df=yes}})

| {{no}}

| Proprietary

| GUI

| C++

| LabTalk

| OxMetrics, J.A. Doornik

| {{start date|2011|08|df=yes}}

| {{No}}

| Proprietary

| CLI

|

|

| OxMetrics, J.A. Doornik

| {{start date|2011|08|df=yes}}

| {{No}}

| Proprietary

| CLI, GUI

|

|

| PRIMER-e

| January 2015

| {{no}}

| Proprietary

| GUI

|

|

| GNU Project

| 1.6.2 ({{start date|2022|07|02|df=yes}}){{Cite web|url=http://savannah.gnu.org/forum/forum.php?forum_id=10202|title=PSPP – News: PSPP 1.6.2 has been released. [Savannah]|last1=preserved.|first1=Copyright 2022 Free Software Foundation, Inc. Verbatim copying and distribution of this entire article is permitted in any medium, provided this notice is|website=savannah.gnu.org|language=en|access-date=2019-01-19}}

| {{yes}}

| GNU GPL

| CLI, GUI

| C

| Perl (by PSPP-Perl{{cite web | url=http://search.cpan.org/~pdonelan/PSPP-Perl/ | title=Patrick Donelan / PSPP-Perl – search.cpan.org | access-date=2011-10-05}})

| R Foundation

| 4.4.1 ({{start date|2024|06|14|df=yes}}){{Cite web |url=https://www.r-project.org/ |title=R: The R Project for Statistical Computing |access-date=2024-07-18}}

| {{yes}}

| GNU GPL

| CLI, GUIR is mainly a command line program but the Windows distribution comes with a GUI component called RGui. {{Cite web |url=http://www.partek.com/ |title=Archived copy |access-date=2018-09-17 |archive-url=https://web.archive.org/web/20060411213452/http://www.partek.com/ |archive-date=2006-04-11 |url-status=live}}

| C, Fortran, R{{cite web |author=Wrathematics |url=http://librestats.com/2011/08/27/how-much-of-r-is-written-in-r/ |title=How Much of R Is Written in R |date=27 August 2011 |access-date=2011-12-01 |publisher=librestats}}

| R, Python (by RPy), Perl (by Statistics::R module)

| Zebrys

| 1.6.15 ({{start date|2023|12|08|df=yes}}) {{cite web |author=C. Genolini |url=https://rplusplus.com |title=R++ 1.6.15 |publisher=Zebrys}}

| {{No}}

| Proprietary

| CLI, GUI

| C++, Qt

| R

| RKWard community

| 0.7.3 ({{start date|2022|04|21|df=yes}}) {{cite web |author=Tfry|url=https://rkward.kde.org |title=RKWard 0.7.3 |date=21 April 2022|access-date=2022-04-21|publisher=RKWard News}}

| {{yes}}

| GNU GPL

| CLI, GUI

| C++, ECMAScript

| R, Python (by RPy), Perl (by Statistics::R module)

| Norman Nie

| {{start date|2007|df=yes}}

| {{yes}}

| Proprietary

| CLI, GUI

|

|

| Estima

| {{start date|2010|10|01|df=yes}}

| {{no}}

| Proprietary

| CLI, GUI

|

|

| ROOT Analysis Framework

| 6.24.00 (15 April 2021)

| {{yes}}

| GNU GPL

| GUI

| C++

| C++, Python

| >100 developers worldwide

| {{Latest stable software release/SageMath}}

| {{Yes}}

| GNU GPL

| CLI, GUI

| Python, Cython

| Python

| SAS Institute

| 9.4M7 ({{start date|2020|08|df=yes}}),
Viya 4 ({{start date|2020|12|df=yes}})

| {{no}}

| Proprietary

| CLI, GUI

| C

|SAS, Common Algebraic Specification Language (CASL), APIs for R, Python, Lua, Java

| David Cournapeau, Inria

| 1.2.0 ({{start date|2022|12|06|df=yes}})

| {{yes}}

| BSD

| CLI

| Python, C

| Python

| Enthought

| 1.5.3 ({{start date|2020|10|17|df=yes}})

| {{yes}}

| BSD

| CLI

| Python, C, Fortran

| Python

| Shazam Analytics Ltd

| 11.1.4 ({{start date|2015|04|df=yes}})

| {{no}}

| Proprietary

| CLI, GUI

| Fortran, C++, C

|

| UCLA and University of Michigan

| 3.0 ({{start date|2015|05|10|df=yes}})

| {{yes}}

| LGPL

| GUI

| Java

|

| Grant Paton-Simpson

| 1.5.7 ({{start date|2024|09|11|df=yes}})

| {{yes}}

| AGPL

| GUI

| Python

| Python

| Insightful Inc.

| {{start date|2010|df=yes}}

| {{no}}

| Proprietary

| CLI

|

|

| IBM

| 28.0 ({{start date|2021|05|24|df=yes}})

| {{no}}

| Proprietary

| CLI, GUI

| Java, C, C++, Fortran

| R, Python, SaxBasic

| StataCorp LLC

| 19 ({{start date|2025|04|08|df=yes}})

| {{no}}

| Proprietary

| CLI, GUI

| C

| ado, Mata

| Pearson Education

| {{start date|2018|04|03|df=yes}}

| {{no}}

| Proprietary

| GUI

|

|

| Statgraphics Technologies Incorporated

| {{start date|2023|04|df=yes}}

| {{no}}

| Proprietary

| GUI

| C++

| R, Python

| Tibco Software

| 13.5 ({{start date|2018|10|df=yes}})

| {{no}}

| Proprietary

| GUI

| C++

| R, Statistica Visual Basic (SVB)

| AnalystSoft

| 7.0 ({{start date|2019|10|df=yes}})

| {{no}}

| Proprietary

| GUI

|

|

| Systat Software Inc.

| {{start date|2007|02|21|df=yes}}

| {{no}}

| Proprietary

| CLI, GUI

|

|

| TSP International

| {{start date|2009|09|df=yes}}

| {{no}}

| Proprietary

| CLI

| Fortran

|

| J. H. Abramson

| {{start date|2008|06|df=yes}}

| {{No}}

| Proprietary

| GUI

|

|

| World Programming

| {{start date|2018|03|df=yes}}

| {{No}}

| Proprietary

| CLI, GUI

| C, assembly

| Python, R, SAS, SQL

| TexaSoft

| {{start date|2013|08|df=yes}}

| {{No}}

| Proprietary

| GUI

| Fortran, Visual Basic

|

| MD*Tech

| {{start date|2006|df=yes}}

| {{no}}

| Proprietary

| GUI

|

|

! Windows

! Mac OS

! Linux

! BSD

! Unix

| Cloud

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{no}}

| {{Yes}}

| {{No}}

| {{No}}

| {{No}}

| {{No}}

| {{No}}

| {{yes}}

| {{no}}

| {{no}}

| {{no}}

| {{no}}

| {{no}}

| {{yes}}

|

|

|

|

| {{no}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{no}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{no}}

| {{yes}}

| {{no}}

| {{no}}

| {{no}}

| {{no}}

| {{no}}

| {{yes}}

| {{yes}}

| {{no}}

| {{no}}

| {{no}}

| {{no}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{no}}

| {{yes}}

| {{no}}

| {{yes}}

| {{yes}}

| {{no}}

| {{no}}

| {{no}}

| {{no}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{no}}

| {{no}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{no}}

| {{no}}

| {{yes | browser}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{no}}

| {{no}}

| {{yes | browser}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{Terminated}}

| {{no}}

| {{no}}

| {{no}}

| {{yes}}

| {{no}}

| {{no}}

| {{no}}

| {{no}}

| {{no}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{no}}

| {{yes}}

| {{no}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{no}}

| {{no}}

| {{no}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{no}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{no}}

| {{no}}

| {{no}}

| {{no}}

| {{no}}

| {{yes}}

| {{yes}}

| {{no}}

| {{no}}

| {{no}}

| {{yes}}{{cite web |url=https://www.minitab.com/en-us/products/minitab/whats-new/|title=Minitab.com description|publisher=Minitab|access-date=15 March 2021}}

| {{yes}}

| {{yes}}

| {{no}}

| {{no}}

| {{no}}

| {{no}}

| {{yes}}

| {{no}}

| {{no}}

| {{no}}

| {{no}}

| {{no}}

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| {{yes}}

| {{no}}

| {{yes}}

| {{yes}}

| {{yes}}

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| {{yes}}

| {{no}}

| {{yes}}

| {{no}}

| {{no}}

| {{no}}

| {{no}}

| {{no}}

| {{yes}}

| {{no}}

| {{no}}

| {{no}}

| {{no}}

| {{no}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{no}}

| {{yes}}Using R as platform {{Cite web |url=http://rkward.sourceforge.net/ |title=RKWard |access-date=2007-02-03 |archive-url=https://web.archive.org/web/20090721131645/http://rkward.sourceforge.net/ |archive-date=2009-07-21 |url-status=live}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{no}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{no}}

| {{no}}

| {{no}}

| {{no}}

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| {{no}}

| {{yes}}

| {{no}}

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| {{yes}}

| {{yes}}

| {{no}}

| {{yes}}

| {{no}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{no}}

| {{Partial}}

| {{yes}}

| {{yes}}

| {{no}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{Terminated}}

| {{yes}}

| {{no}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{no}}

| {{yes}}

| {{no}}

| {{no}}

| {{no}}

| {{no}}

| {{no}}

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| {{no}}

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| {{no}}

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| {{no}}

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| {{no}}

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| {{no}}

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| {{no}}

| {{no}}

| {{no}}

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| {{no}}

| {{no}}

| {{no}}

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| {{no}}

| {{no}}

| {{no}}

| {{no}}

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| {{Terminated}}

| {{no}}

| {{no}}

| {{no}}

| {{no}}

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| {{no}}

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| {{no}}

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| {{no}}

| {{no}}

| {{no}}

| {{yes}}

| {{no}}

| {{yes}}

| {{no}}

| {{yes}}

| {{no}}

! One-way

! Two-way

! MANOVA

! GLM

! Mixed model

! Post-hoc

! Latin squares

| {{yes}}

| {{yes}}

| {{no}}

| {{no}}

| {{no}}

| {{no}}

| {{no}}

| {{Yes}}

| {{Yes}}

| {{Yes}}

| {{Yes}}

| {{Yes}}

|

|

| {{yes}}

| {{yes}}

| {{no}}

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| {{yes}}

| {{yes}}

| {{no}}

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| {{no}}

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| {{no}}

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| {{no}}

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| {{yes}}

| {{no}}

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| {{yes}}

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| {{yes}}

| {{yes}}

| {{dunno}}

| {{dunno}}

| {{dunno}}

| {{dunno}}

| {{dunno}}

| {{dunno}}

| {{dunno}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{yes}}

| {{no}}

| {{no}}

| {{yes}}[http://www.maplesoft.com/support/help/Maple/view.aspx?path=Statistics%2fOneWayANOVA OneWayANOVA] Maple documentation

| {{no}}

| {{no}}

| {{no}}

| {{no}}

| {{no}}

| {{yes}}[https://www.maplesoft.com/support/help/Maple/view.aspx?path=MOLS Mutually orthogonal Latin squares] Maple documentation

| {{yes}}

| {{yes}}

| {{no}}{{Cite web|url=https://mathematica.stackexchange.com/questions/121555/does-mathematica-have-built-in-support-for-multivariate-regression/173607#173607|title=Probability or statistics - Does Mathematica have built-in support for multivariate regression?}}

| {{yes}}

|

| {{yes}}

| {{no}}

| {{yes}}

| {{yes}}

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| {{yes}}

| {{yes}}

| {{yes}}

! OLS

! WLS

! 2SLS

! NLLS

! Logistic

! GLM

! LAD

! Stepwise

! Quantile

! Probit

! Cox

! Poisson

! MLR

| {{yes}}

| {{yes}}

| {{no}}

| {{yes}}

| {{yes}}

| {{no}}

| {{no}}

| {{yes}}

|

|

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| {{Yes}}

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| {{no}}

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| {{Yes}}

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| {{yes}}

| {{no}}

| {{yes}}

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| In JMP Pro

| {{yes}}

| In JMP Pro

| {{yes}}

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| {{yes}}[http://www.maplesoft.com/support/help/Maple/view.aspx?path=Statistics%2fNonlinearFit NonlinearFit] Maple documentation

| {{no}}

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| {{yes}}

| {{yes}}[http://reference.wolfram.com/mathematica/ref/LogitModelFit.html LogitModelFit] Mathematica documentation

| {{yes}}[http://reference.wolfram.com/mathematica/ref/GeneralizedLinearModelFit.html GeneralizedLinearModelFit] Mathematica documentation

| {{yes}}[http://reference.wolfram.com/mathematica/ref/NormFunction.html NormFunction] Mathematica documentation

|

| {{yes}}

| {{yes}}[http://reference.wolfram.com/mathematica/ref/ProbitModelFit.html ProbitModelFit] Mathematica documentation

| {{yes}}[http://reference.wolfram.com/mathematica/ref/CoxModelFit.html CoxModelFit] Mathematica documentation

| {{yes}}

| {{yes}}[http://reference.wolfram.com/mathematica/ref/LinearModelFit.html LinearModelFit] Mathematica documentation

| {{yes}}

| {{yes}}

| {{yes}}[http://www.mathworks.com/help/curvefit/least-squares-fitting.html LeastSquaresFitting] MATLAB documentation

| {{yes}}

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! ARIMA

! GARCH

! Unit root test

! Cointegration test

! VAR

! Multivariate GARCH

| {{yes}}

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| {{yes}}[http://ricardo.ecn.wfu.edu/gretl/cgi-bin/current_fnfiles/unzipped/MGARCH.gfn MGARCH] Gretl package repository

| {{yes}}

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| {{yes}}[http://reference.wolfram.com/mathematica/ref/ARIMAProcess.html ARIMAProcess] Mathematica documentation

| {{yes}}

| {{yes}}[http://reference.wolfram.com/mathematica/ref/UnitRootTest.html UnitRootTest] Mathematica documentation

| {{yes}}

| {{yes}}[http://reference.wolfram.com/mathematica/ref/ARProcess.html ARProcess] Mathematica documentation

| {{yes}}[http://reference.wolfram.com/mathematica/ref/GARCHProcess.html GARCHProcess] Mathematica documentation

| {{yes}}

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! Bar chart

! Box plot

! Correlogram

! Histogram

! Line chart

! Scatterplot

! Violin plot

! Jitter plot

! Raincloud plot

! Radar chart

! Network diagram

! Pie chart

! Ring chart

! Heat map

| {{yes}}

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| {{yes}}[http://www.maplesoft.com/support/help/Maple/view.aspx?path=Statistics/BarChart&term=BarChart BarChart] Maple documentation

| {{yes}}[http://www.maplesoft.com/support/help/Maple/view.aspx?path=Statistics/BoxPlot&term=BoxPlot BoxPlot] Maple documentation

| {{yes}}[http://www.maplesoft.com/support/help/Maple/view.aspx?path=Statistics/GridPlot GridPlot] Maple documentation

| {{yes}}[http://www.maplesoft.com/support/help/Maple/view.aspx?path=Statistics%2fHistogram Histogram] Maple documentation

| {{yes}}[http://www.maplesoft.com/support/help/Maple/view.aspx?path=Statistics/LineChart&term=LineChart LineChart] Maple documentation

| {{yes}}[http://www.maplesoft.com/support/help/Maple/view.aspx?path=Statistics/ScatterPlot&term=Scatterplot Scatterplot] Maple documentation

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| {{yes}}[http://reference.wolfram.com/mathematica/BarCharts/ref/BarChart.html BarChart] Mathematica documentation

| {{yes}}[http://reference.wolfram.com/mathematica/ref/BoxWhiskerChart.html BoxWhiskerChart] Mathematica documentation

| {{yes}}[https://resources.wolframcloud.com/FunctionRepository/resources/Correlogram Correlogram] Mathematica Resource Function

| {{yes}}[http://reference.wolfram.com/mathematica/Histograms/ref/Histogram.html Histogram] Mathematica documentation

| {{yes}}[http://reference.wolfram.com/mathematica/ref/ListLinePlot.html ListLinePlot] Mathematica documentation

| {{yes}}[http://reference.wolfram.com/mathematica/ref/ListPlot.html ListPlot] Mathematica documentation[http://reference.wolfram.com/mathematica/ref/ListPointPlot3D.html ListPointPlot3D] Mathematica documentation

| {{Yes}}{{Cite web |title=DistributionChart: Wolfram Language Documentation |url=https://reference.wolfram.com/language/ref/DistributionChart.html.en |access-date=2022-03-10 |website=reference.wolfram.com}}

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! colspan="5" | S/W type

! colspan="2" | Descriptive statistics

! colspan="2" | Nonparametric statistics

! rowspan="2" | Quality
control

! colspan="3" | Analysis

! colspan="2" | Data processing

!{{abbr|St|Standalone executive, primitive textual (DOS or terminal) interface}}

!{{abbr|A|Access Add-in}}

!{{abbr|X|Excel Plug-In}}

!{{abbr|C|Cloud (SaaS)}}

! Base
stat.
Base Statistics (such as t-test, f-test, etc.)

! Normality
tests
Normality Tests, data exploring

! CTA
Contingency Tables Analysis

! Nonparametric
comparison,
ANOVA

! Survival
analysis

! Cluster
analysis

! Discriminant
analysis

! BDP
Base Data Processing, f.ex. sorting

! Ext.
Extended (data sampling, transformation)

| {{ya}} || || || ||

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| {{yes|{{sym|+}}}}[http://www.maplesoft.com/support/help/Maple/view.aspx?path=Statistics%2fShapiroWilkWTest ShapiroWilkWTest] Maple documentation

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! colspan="5" | S/W type

! colspan="2" | Descriptive statistics

! colspan="2" | Nonparametric statistics

! rowspan="2" | Quality
control

! colspan="3" | Analysis

! colspan="2" | Data processing

!{{abbr|St|Standalone executive, primitive textual (DOS or terminal) interface}}

!{{abbr|A|Access Add-in}}

!{{abbr|X|Excel Plug-In}}

!{{abbr|C|Cloud (SaaS)}}

! Base
stat.
Base Statistics (such as t-test, f-test, etc.)

! Normality
tests
Normality Tests, data exploring

! CTA
Contingency Tables Analysis

! Nonparametric
comparison,
ANOVA

! Survival
analysis

! Cluster
analysis

! Discriminant
analysis

! BDP
Base Data Processing, f.ex. sorting

! Ext.
Extended (data sampling, transformation)