Comparison of statistical packages
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 |
| Jamovi | The jamovi project | 2023a (14 February 2024) | Yes | GNU GPL | GUI | C++, R, JavaScript, Python | |
| Julia | Jeff Bezanson et al. | 1.10.3[1] 
|
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) [±][2] | No | Proprietary | CLI, GUI | ||
Mathematica
|
Wolfram Research | 14.0.0 (January 9, 2024) [±][3] | 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)[4] | Yes | GNU GPL | CLI, GUI | C | Perl (by PSPP-Perl[5]) |
R
|
R Foundation | 4.3.2 (31 October 2023)[6] | Yes | GNU GPL | C, Fortran, R[8] | R language, Python (by RPy), Perl (by Statistics::R module) | |
| R++ | Zebrys | 1.6.15 (8 December 2023) [9] | No | Proprietary | CLI, GUI
|
C++, Qt | R language |
| RKWard | RKWard community | 0.7.3 (21 April 2022) [10] | 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) [±][11] | 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 | 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 |
| Jamovi | Yes | Yes | Yes | No | No | browser |
| 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[12] |
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[13] | Yes[13] | Yes[13] | Yes[13] | 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[14][15] | ? | ? | ? | ? | ? | ? | ? |
| JMP | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| LIMDEP | Yes | Yes | Yes | Yes | Yes | No | No |
| Maple | Yes[16] | No | No | No | No | No | Yes[17] |
Mathematica
|
Yes | Yes | No[18] | 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[19] | No | No | No | No | No | No | No | No | Yes |
Mathematica
|
Yes | Yes | Yes | Yes[20] | Yes[21] | Yes[22] | Yes | Yes[23] | Yes[24] | Yes | Yes[25] | ||
| MATLAB+Statistics Toolbox | Yes | Yes | Yes[26] | 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[27] |
| JMP | Yes | |||||
| LIMDEP | Yes | Yes | Yes | Yes | Yes | No |
Mathematica
|
Yes[28] | Yes | Yes[29] | Yes | Yes[30] | Yes[31] |
| 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
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[32] | Yes[33] | Yes[34] | Yes[35] | Yes[36] | Yes[37] | |
Mathematica
|
Yes[38] | Yes[39] | Yes[40] | Yes[41] | Yes[42] | Yes[43][44] | Yes[45] |
| 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 | + | +[46] | +[47] | - | - | - | + | + | ||
Mathematica
|
S | + | + | + | + | - | +[48] | + | - | + | + |
| 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
- ^ a b S = Standalone executive; St = Standalone executive, primitive textual (DOS or terminal) interface; A = Access Add-in; X = Excel Plug-In; C = Cloud (SaaS)
- ^ a b Base Statistics (such as t-test, f-test, etc.)
- ^ a b Normality Tests, data exploring
- ^ a b Contingency Tables Analysis
- ^ a b Base Data Processing, f.ex. sorting
- ^ a b Extended (data sampling, transformation)
References
- ^ "Download Julia".
- ^ "Maplesoft Media Releases". www.maplesoft.com. Retrieved 2023-05-16.
- ^ "The Story Continues: Announcing Version 14 of Wolfram Language and Mathematica". Retrieved 2024-01-09.
- ^ 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]". savannah.gnu.org. Retrieved 2019-01-19.
{{cite web}}: CS1 maint: multiple names: authors list (link) CS1 maint: numeric names: authors list (link) - ^ "Patrick Donelan / PSPP-Perl – search.cpan.org". Retrieved 2011-10-05.
- ^ "R: The R Project for Statistical Computing". Retrieved 2024-02-21.
- ^ R is mainly a command line program but the Windows distribution comes with a GUI component called RGui. "Archived copy". Archived from the original on 2006-04-11. Retrieved 2018-09-17.
{{cite web}}: CS1 maint: archived copy as title (link) - ^ Wrathematics (27 August 2011). "How Much of R Is Written in R". librestats. Retrieved 2011-12-01.
- ^ C. Genolini. "R++ 1.6.15". Zebrys.
- ^ Tfry (21 April 2022). "RKWard 0.7.3". RKWard News. Retrieved 2022-04-21.
- ^ "SageMath". sagemath.org. Retrieved 2020-02-15.
- ^ "Minitab.com description". Minitab. Retrieved 15 March 2021.
- ^ from the original on 2009-07-21. Retrieved 2007-02-03.
- ^ Bauer, Nicholas (2019-11-06), Analysis of Variance for Julia, the old-fashioned way.: 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, 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?".
- ^ 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". reference.wolfram.com. Retrieved 2022-03-10.
- ^ ShapiroWilkWTest Maple documentation
- ^ ProcessControl Maple documentation
- ^ SurvivalAnalysis Mathematica documentation
Further reading
- McCullough, B. D. (1999). "Econometric software reliability: EViews, LIMDEP, SHAZAM and TSP". .
- McCullough, B. D.; Vinod, H. D. (1999). "The Numerical Reliability of Econometric Software". JSTOR 2565215.
- 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. Vol. 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.
- Zhu, Xiaoping; Kuljaca, Ognjen (2005). "A Short Preview of Free Statistical Software Packages for Teaching Statistics to Industrial Technology Majors" (PDF). Journal of Industrial Technology. 21 (2). Archived from the original (PDF) on October 25, 2005.