Software:Comparison of statistical packages
From HandWiki
Short description: None
The following tables compare general and technical information for a number of statistical analysis packages.
General information
| Product | Developer | Latest version | Open source | Software license | Interface | Written in | Scripting languages |
|---|---|---|---|---|---|---|---|
| ADaMSoft | Marco Scarno | 27 April 2015 | Yes | GNU GPL | CLI, GUI | Java | |
| Alteryx | Alteryx Inc. | 2019.2 (June 2019) | No | Proprietary | GUI, Python SDK, js SDK | C#, C++, Python, R, js | R, Python |
| Analyse-it | Analyse-it | No | Proprietary | GUI | C#, C++, Fortran | ||
| ASReml | VSN International | 26 March 2014 | No | Proprietary | CLI | ||
| BMDP | Statistical Solutions | No | Proprietary | ||||
| Dataplot | Alan Heckert | 2013 | Yes | Public domain | CLI, GUI | Fortran | |
| ELKI | Ludwig Maximilian University of Munich | 0.7.5 (15 February 2019) | Yes | AGPL | CLI, GUI | Java | Shell (computing) |
| Epi Info | Centers for Disease Control and Prevention | 27 June 2016 | Yes | Public domain | CLI, GUI | Microsoft C# | |
| EViews | IHS Markit | 12 (10 November 2020) | No | Proprietary | CLI, GUI | ||
| GAUSS | Aptech Systems | 2020 | No | Proprietary | CLI, GUI | C, C++ | |
| GenStat | VSN International | 2015 | No | Proprietary | CLI, GUI | ||
| GraphPad Prism | GraphPad Software, Inc. | February 2009 | No | Proprietary | GUI | ||
| gretl | The gretl Team | 2023a (2 March 2023) | Yes | GNU GPL | CLI, GUI | C | hansl |
| Julia | Jeff Bezanson et al. | Yes | MIT/GNU GPL | CLI (GUI IDEs available) | Julia, C and more | Julia, Python | |
| JASP | JASP team
University of Amsterdam |
0.18.3 (11 January 2024) | Yes | GNU GPL | GUI | C++, R, JS, QML | |
| JMP | SAS Institute | 16.1 (July 2021) | No | Proprietary | GUI, CLI | JSL (JMP Scripting Language) | |
| LIMDEP | Econometric Software, Inc., William Greene | May 2012 | No | Proprietary | CLI, GUI | Fortran, C++ | |
| Maple | Maplesoft | 2023 (9 March 2023) [±][1] | No | Proprietary | CLI, GUI | ||
| Mathematica | Wolfram Research | 14.0.0 (January 9, 2024) [±][2] | No | Proprietary | CLI, GUI | C, Mathematica | Wolfram Language |
| MATLAB | MathWorks | R2020b (17 September 2020) | No | Proprietary | CLI, GUI | C++, Java, MATLAB | |
| MaxStat Pro | MaxStat Software | Pro 3.6 | No | Proprietary | GUI | VB.net, C++, C# | |
| MedCalc | MedCalc Software Ltd | 22 (12 May 2023) | No | Proprietary | GUI | MedCalc script | |
| Minitab | Minitab, LLC | 14 April 2021 | No | Proprietary | CLI, GUI | ||
| NCSS | NCSS, LLC | February 2015 | No | Proprietary | GUI | ||
| NLOGIT | Econometric Software, Inc., William Greene | May 2012 | No | Proprietary | CLI, GUI | Fortran, C++ | |
| OpenEpi | A. Dean, K. Sullivan, M. Soe | 22 September 2014 | Yes | GNU GPL | GUI | JavaScript, HTML | |
| Orange | Bioinformatics Laboratory, Faculty of Computer and Information Science, University of Ljubljana | 10 January 2016 | Yes | GNU GPL | GUI/Python | Python, Cython | Python |
| Origin | OriginLab | 3.23.0 (5 September 2019) | No | Proprietary | GUI | C++ | LabTalk |
| Ox programming language | OxMetrics, J.A. Doornik | August 2011 | No | Proprietary | CLI | ||
| OxMetrics | OxMetrics, J.A. Doornik | August 2011 | No | Proprietary | CLI/GUI | ||
| Primer | PRIMER-e | January 2015 | No | Proprietary | GUI | ||
| PSPP | GNU Project | 1.6.2 (2 July 2022)[3] | Yes | GNU GPL | CLI, GUI | C | Perl (by PSPP-Perl[4]) |
| R | R Foundation | 4.2.1 (23 June 2022)[5] | Yes | GNU GPL | CLI, GUI[6] | C, Fortran, R[7] | R language, Python (by RPy), Perl (by Statistics::R module) |
| R++ | Zebrys | 1.6.15 (8 December 2023) [8] | No | Proprietary | CLI, GUI | C++, Qt | R language |
| RKWard | RKWard community | 0.7.3 (21 April 2022) [9] | Yes | GNU GPL | CLI, GUI | C++, ECMAScript | R language, Python (by RPy), Perl (by Statistics::R module) |
| Revolution Analytics | Norman Nie | 2007 | Yes | Proprietary | CLI, GUI | ||
| RATS | Estima | 1 October 2010 | No | Proprietary | CLI, GUI | ||
| ROOT | ROOT Analysis Framework | 6.24.00 (15 April 2021) | Yes | GNU GPL | GUI | C++ | C++, Python |
| SageMath | >100 developers worldwide | 9.5 (30 January 2022) [±][10] | Yes | GNU GPL | CLI & GUI | Python, Cython | Python |
| Salstat | Alan J. Salmoni, Mark Livingstone | 16 May 2014 | Yes | GNU GPL | CLI & GUI | Python, NumPy, SciPy | Python |
| SAS | SAS Institute | 9.4M7 (August 2020), Viya 4 (December 2020) |
No | Proprietary | CLI & GUI | C | SAS language, CAS Language (CASL), APIs for R language, Python, Lua, Java |
| scikit-learn | David Cournapeau, Inria | 1.2.0 (6 December 2022) | Yes | BSD | CLI | Python, C | Python |
| SciPy | Enthought | 1.5.3 (17 October 2020) | Yes | BSD | CLI | Python, C, Fortran | Python |
| SHAZAM | SHAZAM Analytics Ltd | 11.1.4 (April 2015) | No | Proprietary | CLI, GUI | FORTRAN, C++, C | |
| SOCR | UCLA and University of Michigan | 3.0 (10 May 2015) | Yes | LGPL | GUI | Java | |
| SOFA Statistics | Grant Paton-Simpson | 1.5.4 (14 January 2021) | Yes | AGPL | GUI | Python | Python |
| SPlus | Insightful Inc. | 2010 | No | Proprietary | CLI | ||
| SPSS | IBM | 28.0 (24 May 2021) | No | Proprietary | CLI, GUI | Java, C, C++, Fortran | R, Python, SaxBasic |
| Stata | StataCorp LLC | 17.0 (20 April 2021) | No | Proprietary | CLI, GUI | C | ado, Mata |
| StatCrunch | Pearson Education | 3 April 2018 | No | Proprietary | GUI | ||
| Statgraphics | Statgraphics Technologies Incorporated | April 2023 | No | Proprietary | GUI | C++ | R, Python |
| Statistica | Tibco Software | 13.5 (October 2018) | No | Proprietary | GUI | C++ | R, Statistica Visual Basic (SVB) |
| StatPlus | AnalystSoft | 7.0 (October 2019) | No | Proprietary | GUI | ||
| Statsmodels | Statsmodels Developers | 0.9.0 (12 May 2018) | Yes | BSD | CLI | Python, C | Python |
| SYSTAT | Systat Software Inc. | 21 February 2007 | No | Proprietary | CLI, GUI | ||
| TSP | TSP International | September 2009 | No | Proprietary | CLI | Fortran | |
| UNISTAT | Unistat Ltd | 8 April 2011 | No | Proprietary | GUI, Excel | ||
| Winpepi | J. H. Abramson | June 2008 | No | Proprietary | GUI | ||
| WPS Analytics | World Programming | March 2018 | No | Proprietary | CLI, GUI | C, Assembler | Python, R, SAS and SQL languages |
| WINKS | TexaSoft | August 2013 | No | Proprietary | GUI | Fortran, Visual Basic | |
| XploRe | MD*Tech | 2006 | No | Proprietary | GUI | ||
| Product | Developer | Latest version | Open source | Software license | Interface | Written in | Scripting languages |
Operating system support
| Product | Windows | Mac OS | Linux | BSD | Unix | Cloud |
|---|---|---|---|---|---|---|
| ADaMSoft | Yes | Yes | Yes | Yes | Yes | No |
| Alteryx | Yes | No | No | No | No | No |
| Analyse-it | Yes | No | No | No | No | No |
| BMDP | Yes | No | ||||
| Dataplot | Yes | Yes | Yes | Yes | Yes | No |
| ELKI | Yes | Yes | Yes | Yes | Yes | No |
| Epi Info | Yes | No | No | No | No | No |
| EViews | Yes | Yes | No | No | No | No |
| GAUSS | Yes | Yes | Yes | No | Yes | No |
| GraphPad Prism | Yes | Yes | No | No | No | No |
| gretl | Yes | Yes | Yes | Yes | No | No |
| JASP | Yes | Yes | Yes | No | No | browser |
| Julia | Yes | Yes | Yes | Yes | Yes | Yes |
| JMP | Yes | Yes | Terminated | No | No | No |
| LIMDEP | Yes | No | No | No | No | No |
| Maple | Yes | Yes | Yes | No | Yes | No |
| MATLAB | Yes | Yes | Yes | No | No | No |
| Mathematica | Yes | Yes | Yes | No | Yes | Yes |
| MaxStat Pro | Yes | No | No | No | No | No |
| MedCalc | Yes | No | No | No | No | No |
| Minitab | Yes | Yes | No | No | No | Yes[11] |
| NCSS | Yes | Yes | No | No | No | No |
| NLOGIT | Yes | No | No | No | No | No |
| OpenEpi | Yes | Yes | Yes | Yes | Yes | No |
| Orange | Yes | Yes | Yes | Yes | Yes | No |
| Origin | Yes | No | No | No | No | No |
| Primer | Yes | No | No | No | No | No |
| PSPP | Yes | Yes | Yes | Yes | Yes | No |
| R Commander | Yes[12] | Yes[12] | Yes[12] | Yes[12] | Yes | No |
| R | Yes | Yes | Yes | Yes | Yes | Yes |
| R++ | Yes | Yes | No | No | No | No |
| RATS | Yes | Yes | Yes | No | Yes | No |
| RKWard | Yes | Yes | Yes | No | Yes | No |
| ROOT | Yes | Yes | Yes | Yes | Yes | No |
| SageMath | Partial | Yes | Yes | No | Yes | Yes |
| Salstat | Yes | Yes | Yes | Yes | Yes | No |
| SAS | Yes | Terminated | Yes | No | Yes | Yes |
| SciPy | Yes | Yes | Yes | Yes | Yes | No |
| SHAZAM | Yes | No | No | No | No | No |
| SOCR | Yes | Yes | Yes | Yes | Yes | No |
| SOFA Statistics | Yes | Yes | Yes | Yes | Yes | No |
| SPlus | Yes | No | Yes | No | Yes | No |
| SPSS | Yes | Yes | Yes | No | Yes | Yes |
| Stata | Yes | Yes | Yes | No | Yes | No |
| StatCrunch | Yes | Yes | Yes | Yes | Yes | Yes |
| Statgraphics | Yes | No | No | No | No | No |
| Statistica | Yes | No | No | No | No | No |
| StatPlus | Yes | Yes | No | No | No | No |
| Statsmodels | Yes | Yes | Yes | Yes | Yes | No |
| SYSTAT | Yes | Terminated | No | No | No | No |
| TSP | Yes | Yes | Yes | Yes | Yes | No |
| UNISTAT | Yes | No | No | No | No | No |
| The Unscrambler | Yes | No | No | No | No | No |
| Winpepi | Yes | No | No | No | No | No |
| WPS Analytics | Yes | Yes | Yes | No | Yes | Yes |
| WINKS | Yes | No | No | No | No | No |
| XploRe | Yes | No | Yes | No | Yes | No |
| Product | Windows | Mac OS | Linux | BSD | Unix | SaaS |
ANOVA
Support for various ANOVA methods
| Product | One-way | Two-way | MANOVA | GLM | Mixed model | Post-hoc | Latin squares |
|---|---|---|---|---|---|---|---|
| ADaMSoft | Yes | Yes | No | No | No | No | No |
| Alteryx | Yes | Yes | Yes | Yes | Yes | ||
| Analyse-it | Yes | Yes | No | No | Yes | Yes | No |
| BMDP | Yes | Yes | Yes | Yes | Yes | Yes | |
| Epi Info | Yes | Yes | No | No | No | No | No |
| EViews | Yes | ||||||
| GAUSS | No | No | No | No | No | ||
| GenStat | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| GraphPad Prism | Yes | Yes | No | Yes | Yes | Yes | No |
| gretl | Yes | ||||||
| JASP | Yes | Yes | No | ||||
| Julia with packages[13][14] | ? | ? | ? | ? | ? | ? | ? |
| JMP | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| LIMDEP | Yes | Yes | Yes | Yes | Yes | No | No |
| Maple | Yes[15] | No | No | No | No | No | Yes[16] |
| Mathematica | Yes | Yes | No[17] | Yes | Yes | No | |
| MATLAB+Statistics Toolbox | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| MaxStat Pro | Yes | Yes | No | No | No | Yes | Yes |
| MedCalc | Yes | Yes | No | Yes | Yes | No | |
| Minitab | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| NCSS | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| NLOGIT | Yes | Yes | Yes | Yes | Yes | No | No |
| Orange | Yes | No | No | No | No | No | No |
| Origin | Yes | Yes | No | No | Yes | Yes | No |
| PSPP | Yes | Yes | No | Yes | Yes | Yes | |
| R | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| R Commander | Yes | Yes | Yes | Yes | Yes | Yes | |
| SageMath | Yes | Yes | Yes | Yes | Yes | ||
| Salstat | Yes | No | No | No | No | No | |
| SAS | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| SciPy | Yes | No | No | No | No | No | No |
| SHAZAM | Yes | Yes | No | Yes | Yes | Yes | No |
| SOCR | Yes | Yes | No | No | Yes | Yes | |
| SOFA Statistics | Yes | No | No | No | No | No | |
| SPlus | Yes | Yes | Yes | Yes | Yes | Yes | |
| SPSS | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Stata | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| StatCrunch | Yes | Yes | No | No | No | Yes | No |
| Statgraphics | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Statistica | Yes | Yes | Yes | Yes | Yes | Yes | |
| StatPlus | Yes | Yes | Yes | Yes | Yes | Yes | |
| Statsmodels | Yes | Yes | Yes | Yes | Yes | Yes | No |
| SYSTAT | Yes | Yes | Yes | Yes | Yes | Yes | |
| TSP | No | No | No | No | No | No | |
| UNISTAT | Yes | Yes | No | Yes | Yes | Yes | |
| The Unscrambler | Yes | No | No | No | No | No | |
| WINKS | Yes | Yes | No | Yes | Yes | Yes | No |
| Winpepi | Yes | Yes | No | No | No | No | |
| WPS Analytics | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Product | One-way | Two-way | MANOVA | GLM | Mixed model | Post-hoc | Latin squares |
Regression
Support for various regression methods.
| Product | OLS | WLS | 2SLS | NLLS | Logistic | GLM | LAD | Stepwise | Quantile | Probit | Cox | Poisson | MLR |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ADaMSoft | Yes | Yes | No | Yes | Yes | No | No | Yes | |||||
| Alteryx | Yes | Yes | Yes | Yes | Yes | Yes | |||||||
| Analyse-it | Yes | Yes | Yes | ||||||||||
| BMDP | Yes | Yes | Yes | Yes | |||||||||
| Epi Info | Yes | No | No | No | Yes | No | No | No | Yes | ||||
| EViews | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | |
| GAUSS | Yes | Yes | Yes | Yes | No | Yes | Yes | Yes | |||||
| GenStat | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| GraphPad Prism | Yes | Yes | No | Yes | Yes | No | No | No | No | No | No | Yes | |
| gretl | Yes | Yes | Yes | Yes | Yes | No | Yes | Yes | Yes | Yes | Yes | ||
| JMP | Yes | Yes | No | Yes | Yes | Yes | No | Yes | In JMP Pro | Yes | In JMP Pro | Yes | Yes |
| LIMDEP | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Maple | Yes | Yes | No | Yes[18] | No | No | No | No | No | No | No | No | Yes |
| Mathematica | Yes | Yes | Yes | Yes[19] | Yes[20] | Yes[21] | Yes | Yes[22] | Yes[23] | Yes | Yes[24] | ||
| MATLAB+Statistics Toolbox | Yes | Yes | Yes[25] | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| MaxStat Pro | Yes | Yes | Yes | Yes | Yes | ||||||||
| MedCalc | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | |||||
| Minitab | Yes | Yes | No | Yes | Yes | No | No | Yes | No | Yes | Yes | Yes | |
| NCSS | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| NLOGIT | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Orange | Yes | Yes | No | Yes | Yes | No | No | No | No | No | No | No | Yes |
| Origin | Yes | Yes | No | Yes | No | No | No | No | No | No | Yes | No | Yes |
| PSPP | Yes | ||||||||||||
| R | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| R Commander | Yes | Yes | No | ||||||||||
| RATS | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | |
| SageMath | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | ||
| Salstat | No | No | No | No | No | No | No | No | No | No | No | No | |
| SAS | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| SciPy | Yes | via "statsmodels" | No | Yes | No | No | No | Yes | No | via "statsmodels" | No | via "statsmodels" | No |
| SHAZAM | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| SOCR | Yes | No | No | No | Yes | No | No | No | |||||
| SPlus | Yes | Yes | Yes | Yes | Yes | Yes | |||||||
| SPSS | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Stata | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| StatCrunch | Yes | No | No | No | Yes | No | No | No | No | No | No | No | Yes |
| Statgraphics | Yes | Yes | No | Yes | Yes | Yes | No | Yes | Yes | Yes | Yes | Yes | Yes |
| Statistica | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | No | Yes | Yes | Yes | Yes |
| StatPlus | Yes | Yes | Yes | Yes | Yes | Yes | No | Yes | Yes | Yes | No | Yes | |
| Statsmodels | Yes | Yes | Yes | Yes | Yes | Yes | Yes | No | Yes | Yes | Yes | Yes | Yes |
| SYSTAT | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | No | ||||
| TSP | Yes | Yes | Yes | Yes | Yes | No | Yes | No | Yes | Yes | Yes | Yes | |
| UNISTAT | Yes | Yes | Yes | Yes | Yes | Yes | No | Yes | Yes | Yes | |||
| The Unscrambler | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| WINKS | Yes | Yes | Yes | Yes | Yes | ||||||||
| Winpepi | Yes | Yes | Yes | Yes | Yes | ||||||||
| WPS Analytics | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | |||
| Product | OLS | WLS | 2SLS | NLLS | Logistic | GLM | LAD | Stepwise | Quantile | Probit | Cox | Poisson | MLR |
Time series analysis
Support for various time series analysis methods.
| Product | ARIMA | GARCH | Unit root test | Cointegration test | VAR | Multivariate GARCH |
|---|---|---|---|---|---|---|
| Alteryx | Yes | No | ||||
| Analyse-it | ||||||
| EViews | Yes | Yes | Yes | Yes | Yes | Yes |
| GAUSS | Yes | Yes | Yes | Yes | Yes | Yes |
| GraphPad Prism | No | No | No | No | No | |
| gretl | Yes | Yes | Yes | Yes | Yes | Yes[26] |
| JMP | Yes | |||||
| LIMDEP | Yes | Yes | Yes | Yes | Yes | No |
| Mathematica | Yes[27] | Yes | Yes[28] | Yes | Yes[29] | Yes[30] |
| MATLAB+Econometrics Toolbox | Yes | Yes | Yes | Yes | Yes | |
| MaxStat Pro | Yes | No | No | No | No | No |
| MedCalc | No | No | No | No | No | |
| Minitab | Yes | No | No | No | No | |
| NCSS | Yes | |||||
| NLOGIT | Yes | Yes | Yes | Yes | Yes | No |
| Orange | Yes | No | No | No | Yes | No |
| Origin | No | No | No | No | No | No |
| PSPP | ||||||
| R | Yes | Yes | Yes | Yes | Yes | Yes |
| R Commander | ||||||
| RATS | Yes | Yes | Yes | Yes | Yes | Yes |
| SageMath | Yes | Yes | Yes | Yes | Yes | Yes |
| Salstat | No | No | No | No | No | No |
| SAS | Yes | Yes | Yes | Yes | Yes | Yes |
| SciPy | via "statsmodels" | No | via "statsmodels" | No | via "statsmodels" | No |
| SHAZAM | Yes | Yes | Yes | Yes | Yes | No |
| SOCR | No | No | No | No | No | |
| Stata | Yes | Yes | Yes | Yes | Yes | Yes |
| Statgraphics | Yes | No | No | No | No | |
| Statistica | Yes | No | No | No | No | |
| StatPlus | Yes | No | Yes | No | No | |
| SPlus | Yes | Yes | ||||
| SPSS | Yes | Yes | ||||
| Statsmodels | Yes | No | Yes | Yes | Yes | No |
| SYSTAT | Yes | |||||
| TSP | Yes | Yes | Yes | Yes | Yes | No |
| UNISTAT | Yes | No | No | No | No | |
| WINKS | Yes | No | No | No | No | |
| Winpepi | ||||||
| WPS Analytics | Yes | Yes | ||||
| Product | ARIMA | GARCH | Unit root test | Cointegration test | VAR | Multivariate GARCH |
Charts and diagrams
Support for various statistical charts and diagrams.
| Chart | Bar chart | Box plot | Correlogram | Histogram | Line chart | Scatterplot | Violin plot |
|---|---|---|---|---|---|---|---|
| ADaMSoft | Yes | Yes | Yes | Yes | Yes | Yes | |
| Alteryx | Yes | Yes | Yes | Yes | Yes | ||
| Analyse-it | Yes | Yes | Yes | Yes | Yes | Yes | |
| BMDP | Yes | Yes | |||||
| ELKI | No | No | No | Yes | Yes | Yes | |
| Epi Info | Yes | No | No | Yes | Yes | Yes | |
| EViews | Yes | Yes | Yes | Yes | Yes | Yes | |
| GAUSS | Yes | Yes | Yes | Yes | Yes | ||
| GenStat | Yes | Yes | Yes | Yes | Yes | Yes | |
| GraphPad Prism | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| gretl | Yes | Yes | Yes | Yes | Yes | Yes | |
| JMP | Yes | Yes | Yes | Yes | Yes | Yes | |
| LIMDEP | Yes | Yes | Yes | Yes | Yes | Yes | |
| Maple | Yes[31] | Yes[32] | Yes[33] | Yes[34] | Yes[35] | Yes[36] | |
| Mathematica | Yes[37] | Yes[38] | Yes[39] | Yes[40] | Yes[41] | Yes[42][43] | Yes[44] |
| MATLAB+Statistics Toolbox | Yes | Yes | Yes | Yes | Yes | Yes | |
| MaxStat Pro | Yes | Yes | Yes | Yes | Yes | Yes | |
| MedCalc | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Minitab | Yes | Yes | Yes | Yes | Yes | Yes | |
| NCSS | Yes | Yes | Yes | Yes | Yes | Yes | |
| NLOGIT | Yes | Yes | Yes | Yes | Yes | Yes | |
| Orange | Yes | Yes | Yes | Yes | Yes | Yes | |
| Origin | Yes | Yes | No | Yes | Yes | Yes | |
| PSPP | |||||||
| R | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| R Commander | |||||||
| RATS | Yes | Yes | Yes | Yes | Yes | Yes | |
| SageMath | Yes | Yes | Yes | Yes | Yes | Yes | |
| SAS | Yes | Yes | Yes | Yes | Yes | Yes | |
| SciPy | Yes | Yes | No | Yes | Yes | Yes | |
| SHAZAM | Yes | Yes | Yes | Yes | Yes | Yes | |
| SOCR | Yes | Yes | Yes | Yes | Yes | Yes | |
| SOFA Statistics | Yes | Yes | No | Yes | Yes | Yes | |
| SPlus | |||||||
| SPSS | Yes | Yes | Yes | Yes | Yes | Yes | |
| Stata | Yes | Yes | Yes | Yes | Yes | Yes | |
| StatCrunch | Yes | Yes | No | Yes | Yes | Yes | |
| Statgraphics | Yes | Yes | Yes | Yes | Yes | Yes | |
| Statistica | Yes | Yes | Yes | Yes | Yes | Yes | |
| StatPlus | Yes | Yes | Yes | Yes | Yes | Yes | |
| Statsmodels | Yes | Yes | Yes | Yes | Yes | Yes | |
| SYSTAT | Yes | Yes | Yes | Yes | Yes | Yes | |
| TSP | No | No | Yes | Yes | Yes | Yes | |
| UNISTAT | Yes | Yes | Yes | Yes | Yes | Yes | |
| The Unscrambler | Yes | Yes | Yes | Yes | |||
| WINKS | Yes | Yes | Yes | Yes | Yes | Yes | |
| Winpepi | Yes | Yes | |||||
| WPS Analytics | Yes | Yes | Yes | Yes | Yes | Yes |
Other abilities
| Product | s/w type [Note 1] |
Descriptive statistics | Nonparametric statistics | Quality control |
Survival analysis |
Data processing | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Base stat.[Note 2] |
Normality tests[Note 3] |
CTA[Note 4] | Nonparametric comparison, ANOVA |
Cluster analysis |
Discriminant analysis |
BDP[Note 5] | Ext.[Note 6] | ||||
| ADaMSoft | S | + | + | + | + | - | - | + | + | + | + |
| Alteryx | S | + | + | + | + | + | + | + | + | + | + |
| Analyse-it | X | + | + | + | + | + | - | - | - | + | + |
| BMDP | + | + | + | + | + | + | + | ||||
| Epi Info | S | + | - | + | + | - | + | - | - | + | + |
| Gauss | S | + | + | - | - | - | - | - | - | + | + |
| GenStat | St | + | + | + | + | + | + | + | + | + | + |
| GraphPad Prism | S | + | + | - | + | - | + | - | - | - | - |
| Gretl | S | + | + | + | + | - | + | - | - | + | + |
| JMP | S | + | + | + | + | + | + | + | + | + | + |
| LIMDEP | S | + | + | + | + | - | - | + | + | + | + |
| Maple | S | + | +[45] | +[46] | - | - | - | + | + | ||
| Mathematica | S | + | + | + | + | - | +[47] | + | - | + | + |
| MATLAB+Statistics Toolbox | S | + | + | + | + | + | + | + | + | + | + |
| MaxStat Pro | S | + | + | + | + | - | - | - | + | + | |
| MedCalc | S | + | + | + | + | + | + | - | - | + | + |
| Minitab | S | + | + | + | + | + | + | + | + | + | + |
| NCSS | S | + | + | + | + | + | + | + | + | + | + |
| NLOGIT | S | + | + | + | + | - | - | + | + | + | + |
| OpenEpi | S | + | - | + | - | - | - | - | - | - | - |
| Orange | S | + | + | + | + | + | - | + | + | + | + |
| Origin | S | + | + | - | + | - | + | + | + | + | + |
| PSPP | S | + | + | ||||||||
| R | St | + | + | + | + | + | + | + | + | + | + |
| RATS | + | + | - | - | - | - | - | - | + | + | |
| SAS | S | + | + | + | + | + | + | + | + | + | + |
| SciPy | St | + | + | - | + | - | - | - | - | + | + |
| SHAZAM | S | + | + | - | - | - | - | - | - | + | + |
| SOCR | S | + | + | + | + | - | + | + | - | + | + |
| SOFA Statistics | S | - | + | + | - | - | - | - | - | - | |
| Stata | S | + | + | + | + | + | + | + | + | + | + |
| StatCrunch | C | + | + | + | + | + | - | - | - | + | + |
| Statgraphics | S | + | + | + | + | + | + | + | + | + | + |
| Statistica | S | + | + | + | + | + | + | + | + | + | + |
| StatPlus | S | + | + | + | + | + | + | - | + | + | + |
| SPlus | St | + | + | + | + | + | + | + | + | + | + |
| SPSS | S | + | + | + | + | + | + | + | + | + | + |
| Statsmodels | St | + | + | + | - | - | + | - | - | + | + |
| SYSTAT | S | + | + | + | + | + | + | + | + | + | + |
| TSP | S | + | + | - | - | - | - | - | - | + | + |
| UNISTAT | S | + | + | + | + | + | + | + | + | + | + |
| The Unscrambler | S | + | + | + | + | + | |||||
| WINKS | S | + | + | + | + | + | + | + | + | ||
| Winpepi | S | + | + | + | + | - | + | + | - | - | - |
| WPS Analytics | S | + | + | + | + | + | + | + | + | + | + |
| Product | s/w type [Note 1] |
Descriptive statistics | Nonparametric statistics | Quality control |
Survival analysis |
Data processing | |||||
| Base stat.[Note 2] |
Normality tests[Note 3] |
CTA[Note 4] | Nonparametric comparison, ANOVA |
Cluster analysis |
Discriminant analysis |
BDP[Note 5] | Ext.[Note 6] | ||||
See also
- Comparison of computer algebra systems
- Comparison of deep learning software
- Comparison of numerical-analysis software
- Comparison of survey software
- Comparison of Gaussian process software
- List of scientific journals in statistics
- List of statistical packages
Footnotes
- ↑ 1.0 1.1 S = Standalone executive; St = Standalone executive, primitive textual (DOS or terminal) interface; A = Access Add-in; X = Excel Plug-In; C = Cloud (SaaS)
- ↑ 2.0 2.1 Base Statistics (such as t-test, f-test, etc.)
- ↑ 3.0 3.1 Normality Tests, data exploring
- ↑ 4.0 4.1 Contingency Tables Analysis
- ↑ 5.0 5.1 Base Data Processing, f.ex. sorting
- ↑ 6.0 6.1 Extended (data sampling, transformation)
References
- ↑ "Maplesoft Media Releases". https://www.maplesoft.com/company/news/releases/2023/2023-03-09-maplesoft-mathematic-suite-helps-educators-do-more-for-their-students.aspx.
- ↑ "The Story Continues: Announcing Version 14 of Wolfram Language and Mathematica". https://writings.stephenwolfram.com/2024/01/the-story-continues-announcing-version-14-of-wolfram-language-and-mathematica/.
- ↑ preserved., Copyright 2022 Free Software Foundation, Inc. Verbatim copying and distribution of this entire article is permitted in any medium, provided this notice is. "PSPP – News: PSPP 1.6.2 has been released. [Savannah"] (in en). http://savannah.gnu.org/forum/forum.php?forum_id=10202.
- ↑ "Patrick Donelan / PSPP-Perl – search.cpan.org". http://search.cpan.org/~pdonelan/PSPP-Perl/.
- ↑ "R: The R Project for Statistical Computing". https://www.r-project.org/.
- ↑ R is mainly a command line program but the Windows distribution comes with a GUI component called RGui. "Archived copy". http://www.partek.com/.
- ↑ Wrathematics (27 August 2011). "How Much of R Is Written in R". librestats. http://librestats.com/2011/08/27/how-much-of-r-is-written-in-r/.
- ↑ C. Genolini. "R++ 1.6.15". Zebrys. https://rplusplus.com.
- ↑ Tfry (21 April 2022). "RKWard 0.7.3". RKWard News. https://rkward.kde.org.
- ↑ "SageMath". sagemath.org. https://www.sagemath.org/.
- ↑ "Minitab.com description". Minitab. https://www.minitab.com/en-us/products/minitab/whats-new/.
- ↑ 12.0 12.1 12.2 12.3 Using R as platform "RKWard". http://rkward.sourceforge.net/.
- ↑ Bauer, Nicholas (2019-11-06), Analysis of Variance for Julia, the old-fashioned way.: BioTurboNick/SimpleANOVA.jl, https://github.com/BioTurboNick/SimpleANOVA.jl, retrieved 2019-11-15
- ↑ Pabst, Marc (2019-11-03), Provides a Simple Way to Calculate ANOVAs From Fitted Linear Models.: marcpabst/ANOVA.jl, https://github.com/marcpabst/ANOVA.jl, retrieved 2019-11-15
- ↑ OneWayANOVA Maple documentation
- ↑ Mutually orthogonal Latin squares Maple documentation
- ↑ "Probability or statistics - Does Mathematica have built-in support for multivariate regression?". https://mathematica.stackexchange.com/questions/121555/does-mathematica-have-built-in-support-for-multivariate-regression/173607#173607.
- ↑ NonlinearFit Maple documentation
- ↑ LogitModelFit Mathematica documentation
- ↑ GeneralizedLinearModelFit Mathematica documentation
- ↑ NormFunction Mathematica documentation
- ↑ ProbitModelFit Mathematica documentation
- ↑ CoxModelFit Mathematica documentation
- ↑ LinearModelFit Mathematica documentation
- ↑ LeastSquaresFitting MATLAB documentation
- ↑ MGARCH Gretl package repository
- ↑ ARIMAProcess Mathematica documentation
- ↑ UnitRootTest Mathematica documentation
- ↑ ARProcess Mathematica documentation
- ↑ GARCHProcess Mathematica documentation
- ↑ BarChart Maple documentation
- ↑ BoxPlot Maple documentation
- ↑ GridPlot Maple documentation
- ↑ Histogram Maple documentation
- ↑ LineChart Maple documentation
- ↑ Scatterplot Maple documentation
- ↑ BarChart Mathematica documentation
- ↑ BoxWhiskerChart Mathematica documentation
- ↑ Correlogram Mathematica Resource Function
- ↑ Histogram Mathematica documentation
- ↑ ListLinePlot Mathematica documentation
- ↑ ListPlot Mathematica documentation
- ↑ ListPointPlot3D Mathematica documentation
- ↑ "DistributionChart—Wolfram Language Documentation". https://reference.wolfram.com/language/ref/DistributionChart.html.en.
- ↑ ShapiroWilkWTest Maple documentation
- ↑ ProcessControl Maple documentation
- ↑ SurvivalAnalysis Mathematica documentation
Further reading
- McCullough, B. D. (1999). "Econometric software reliability: EViews, LIMDEP, SHAZAM and TSP". Journal of Applied Econometrics 14 (2): 191–202. doi:10.1002/(SICI)1099-1255(199903/04)14:2<191::AID-JAE524>3.0.CO;2-K.
- McCullough, B. D.; Vinod, H. D. (1999). "The Numerical Reliability of Econometric Software". Journal of Economic Literature 37 (2): 633–665. doi:10.1257/jel.37.2.633.
- Ooms, Marius (2009). "Trends in Applied Econometrics Software Development 1985–2008: An Analysis of Journal of Applied Econometrics Research Articles, Software Reviews, Data and Code". Palgrave Handbook of Econometrics. 2: Applied Econometrics. Palgrave Macmillan. pp. 1321–1348. ISBN 978-1-4039-1800-0.
- Renfro, Charles G. (2004). Computational Econometrics: Its Impact on the Development of Quantitative Economics. IOS Press. ISBN 1-58603-426-X. https://books.google.com/books?id=CZg42jo02CEC.
- Zhu, Xiaoping; Kuljaca, Ognjen (2005). "A Short Preview of Free Statistical Software Packages for Teaching Statistics to Industrial Technology Majors". Journal of Industrial Technology 21 (2). http://www.nait.org/jit/Articles/zhu031105.pdf.
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