Comparison of statistical packages
From Wikipedia, the free encyclopedia
The following tables compare general and technical information for a number of statistical analysis packages.
Contents |
[edit] General information
Basic general information about the browsers: creator/company, license/price etc.
[edit] Operating system support
Product | Windows | Mac OS | Linux | BSD | Unix |
---|---|---|---|---|---|
AcaStat | Yes | No | No | No | No |
Analyse-it | Yes | No | No | No | No |
BioStat | Yes | No | No | No | No |
EasyReg | Yes | No | No | No | No |
EViews | Yes | Terminated (1.1) | No | No | No |
GAUSS | Yes | Yes | Yes | No | Yes |
gretl | Yes | Yes | Yes | No | No |
JMP | Yes | Yes | Yes | ? | Yes |
Mathematica | Yes | Yes | Yes | No | Yes |
MedCalc | Yes | No | No | No | No |
Minitab | Yes | Terminated | No | No | No |
NCSS | Yes | No | No | No | No |
Origin | Yes | No | No | No | No |
PSPP | Yes | Yes | Yes | Yes | Yes |
R | Yes | Yes | Yes | Yes | Yes |
R Commander | Yes[3] | Yes[3] | Yes[3] | Yes[3] | Yes |
RATS | Yes | Yes | Yes | No | Yes |
RKWard | No | No | Yes | ? | Yes |
SAS | Yes | Terminated | Yes | No | Yes |
AcaStat | Yes | Yes | Yes | Yes | Yes |
SOCR | Yes | Yes | Yes | Yes | Yes |
Stata | Yes | Yes | Yes | No | Yes |
STATISTICA | Yes | No | No | No | No |
StatIt | Yes | No | No | No | No |
StatPlus | Yes | No | No | No | No |
SPlus | Yes | No | Yes | No | Yes |
SPSS | Yes | Yes | No | No | No |
StatsDirect | Yes | No | No | No | No |
Statistix | Yes | No | No | No | No |
SYSTAT | Yes | No | No | No | No |
UNISTAT | Yes | No | No | No | No |
VisualStat | Yes | No | No | No | No |
XLStat | |||||
XploRe | Yes | ? | Yes | ? | Yes |
[edit] ANOVA
Support for various ANOVA methods
Product | One-Way | Two-Way | MANOVA | GLM | Post-hoc Tests | Latin Squares Analysis |
---|---|---|---|---|---|---|
AcaStat | No | No | No | No | No | No |
Analyse-it | Yes | Yes | No | No | Yes | No |
BioStat | Yes | Yes | Yes | Yes | Yes | No |
EasyReg | No | No | No | No | No | No |
EViews | Yes | |||||
GAUSS | No | No | No | No | No | |
gretl | ||||||
Mathematica | Yes | Yes | Yes | Yes | Yes | No |
MedCalc | Yes | Yes | No | No | No | No |
Minitab | Yes | Yes | Yes | Yes | Yes | Yes |
NCSS | Yes | Yes | Yes | Yes | Yes | Yes |
Origin | Yes | Yes | No | No | No | No |
R | Yes | Yes | Yes | Yes | Yes | |
R Commander | Yes | Yes | Yes | |||
SAS | Yes | Yes | Yes | Yes | Yes | |
SOCR | Yes | Yes | No | No | No | No |
Stata | Yes | Yes | Yes | Yes | ||
STATISTICA | Yes | Yes | Yes | Yes | Yes | Yes |
StatIt | Yes | Yes | Yes | Yes | Yes | No |
StatPlus | Yes | Yes | Yes | Yes | Yes | Yes |
SPlus | Yes | Yes | Yes | Yes | Yes | Yes |
SPSS | Yes | Yes | Yes | Yes | Yes | Yes |
StatsDirect | Yes | Yes | No | No | Yes | No |
Statistix | Yes | Yes | Yes | Yes | Yes | Yes |
SYSTAT | ||||||
UNISTAT | Yes | Yes | No | Yes | Yes | Yes |
VisualStat | Yes | Yes | Yes | No | Yes | No |
XLStat | Yes | Yes | Yes | No | Yes | No |
[edit] Regression
Support for various regression methods.
Product | OLS | WLS | 2SLS | NLLS | Logistic | GLM | LAD | Stepwise |
---|---|---|---|---|---|---|---|---|
AcaStat | ||||||||
Analyse-it | Yes | |||||||
BioStat | ||||||||
EasyReg | Yes | Yes | ||||||
EViews | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
GAUSS | ||||||||
gretl | Yes | Yes | Yes | Yes | Yes | No | Yes | |
Mathematica | Yes | Yes | ||||||
MedCalc | Yes | No | No | No | Yes | No | No | Yes |
Minitab | Yes | No | No | No | Yes | No | No | Yes |
NCSS | Yes | Yes | Yes | |||||
Origin | ||||||||
R | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
R Commander[2] | Yes | Yes | ||||||
RATS | Yes | Yes | Yes | Yes | Yes | No | Yes | Yes |
Sagata | Yes | Yes | No | No | No | No | Yes | Yes |
SAS | ||||||||
SOCR | Yes | No | No | No | Yes | No | No | No |
Stata | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
STATISTICA | Yes | Yes | No | Yes | Yes | Yes | No | Yes |
StatIt | ||||||||
StatPlus | Yes | No | Yes | Yes | Yes | Yes | No | Yes |
SPlus | Yes | Yes | Yes | Yes | Yes | |||
SPSS | Yes | Yes | Yes | Yes | Yes | Yes | No | Yes |
StatsDirect | Yes | Yes | ||||||
Statistix | ||||||||
SYSTAT | ||||||||
UNISTAT | Yes | Yes | Yes | Yes | Yes | Yes | No | Yes |
VisualStat | ||||||||
XLStat |
[edit] Time series analysis
Support for various time series analysis methods.
Product | ARIMA | GARCH | Unit root test | Cointegration test | VAR | Multivariate GARCH |
---|---|---|---|---|---|---|
AcaStat | ||||||
Analyse-it | ||||||
BioStat | ||||||
EasyReg | Yes | Yes | Yes | Yes | ||
EViews | Yes | Yes | Yes | Yes | Yes | Yes |
GAUSS | ||||||
gretl | Yes | Yes | Yes | Yes | Yes | |
Mathematica | Yes | Yes | ||||
MedCalc | No | No | No | No | No | |
Minitab | Yes | No | No | No | No | |
NCSS | Yes | |||||
Origin | ||||||
R | Yes | Yes | Yes | Yes | Yes | |
R Commander[2] | ||||||
RATS | Yes | Yes | Yes | Yes | Yes | Yes |
SAS | ||||||
SOCR | No | No | No | No | No | |
Stata | Yes | Yes | Yes | Yes | ||
STATISTICA | Yes | No | No | No | No | |
StatIt | ||||||
StatPlus | Yes | No | No | No | No | |
SPlus | Yes | Yes | ||||
SPSS | Yes | |||||
StatsDirect | ||||||
Statistix | ||||||
SYSTAT | ||||||
UNITAT | Yes | No | No | No | No | |
VisualStat | ||||||
XLStat |
[edit] Comparison of statistical packages
Product | Publisher | Web-site | Price | Package type[4] |
Descriptive Statistics | ANOVA | Regression | Nonparametric Statistics | Quality Control | Time Series Analysis | Survival Analysis | Data Processing | Charting (for standalone packages) | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Base Statistics (such as t-test, f-test, etc.) | Normality Tests, data exploring | One-Way | Two-Way | MANOVA | GLM | Post-hoc Tests | Latin Squares Analysis | Linear Regression[5] | Polynomial Regression | Other types (stepwise or GRM ) | Contingency Tables Analysis | Nonparametric Comparisons, ANOVA | Base Series Processing (differing, smoothing) | Analysis (moving average etc.) | Cluster Analysis | Discriminant Analysis | Base Data Processing (sorting etc.) | Extended (data sampling, transformation) | ||||||||
AcaStat | AcaStat | www.acastat.com | $29 | S | + | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - |
Analyse-it | Analyse-it | www.analyse-it.com | $149 [6] | X | + | + | + | + | - | - | + | - | + | + | - | + | + | - | - | - | - | - | - | + | + | - |
BioStat | AnalystSoft | www.analystsoft.com | $100[7][6] | S | + | + | + | + | + | + | + | - | ++ | + | + | + | + | - | + | + | + | - | - | + | + | + |
EasyReg | Herman J. Bie | econ.la.psu.edu/~hbierens/EASYREG.HTM | $300 | S | + | - | - | - | - | - | - | - | ++ | + | + | - | - | - | - | - | +? | - | - | + | + | - |
Gauss | Aptech System | www.aptech.com | Unknown | SC[8] | + | + | ? | - | - | - | - | - | + | - | - | - | - | - | + | + | - | - | - | + | + | + |
Mathematica | Wolfram Research | www.wolfram.com | $1880[6] | S | + | + | + | + | + | + | + | - | + | + | - | + | + | - | + | + | - | + | - | + | + | + |
MedCalc | Frank Schoonjans | www.medcalc.be | $299 | S | + | + | + | + | - | - | - | - | + | + | + | + | + | - | - | - | + | - | - | + | - | + |
Minitab | Minitab Inc. | www.minitab.com | $1195[6] | S | + | + | + | + | + | + | + | + | ++ | + | + | + | + | + | + | + | + | + | + | + | + | + |
NCSS | NCSS Statistical Software |
www.ncss.com | >$399 | S | + | + | + | + | + | + | + | + | ++ | + | + | + | + | + | + | + | + | + | + | + | + | + |
Origin | OriginLan | www.originlab.com | $699 | S | + | + | + | + | - | - | - | - | - | - | - | - | - | + | + | + | +- | - | - | + | + | + |
RATS | Estima | www.estima.com | $500 | S | + | + | - | - | - | - | - | - | + | + | + | - | - | - | + | + | - | - | - | + | + | + |
Statistica | StatSoft | www.statsoft.com | >$695 | S | + | + | + | + | + | + | + | + | ++ | + | + | + | + | + | + | + | + | + | + | + | + | + |
Statit | Statit | www.statit.com | >$295 | S | + | + | + | + | + | + | + | - | ++ | + | + | + | + | + | + | + | + | + | + | N/A | N/A | N/A |
StatPlus | AnalystSoft | www.analystsoft.com | $150[7][6] | S | + | + | + | + | + | + | + | + | ++ | + | + | + | + | + | + | + | + | - | - | + | + | + |
SPlus | Insightful Inc. | www.splus.com | Unknown (on request, > $1000?) | SC[8] | + | + | + | + | + | + | + | + | + | + | + | + | + | + | + | + | - | + | + | + | + | + |
SPSS | SPSS Inc. | www.spss.com | $1599[6] | S | + | + | + | + | + | + | + | + | ++ | + | ++ | + | + | + | + | + | + | + | + | + | + | + |
StatsDirect | StatsDirect | www.statsdirect.com | $179 | S | + | + | + | + | - | - | + | - | ++ | + | + | + | + | + | + | - | + | - | - | N/A | N/A | N/A |
Statistix | Statistix | www.statistix.com | $695 | S | + | + | + | + | + | + | + | + | + | + | + | + | + | + | + | + | + | - | - | + | + | + |
SYSTAT | ||||||||||||||||||||||||||
UNISTAT | UNISTAT Ltd | www.unistat.com | $895 | S | + | + | + | + | - | + | + | + | ++ | + | ++ | + | + | + | + | + | + | + | + | + | + | + |
VisualStat | VisualStat Computing | www.visualstat.com | $195 | S | + | + | + | + | + | - | + | - | ++ | + | - | - | + | - | - | - | - | - | - | + | - | + |
XLStat | Kovach Computing | www.kovcomp.co.uk | $395[6] | X | + | + | + | + | + | - | + | - | ++ | + | + | + | + | - | - | - | - | + | + | N/A | N/A | N/A |
[edit] Notes
- ^ For noncommercial use
- ^ a b c d GUI interface for the R programming language
- ^ a b c d Using R as platform
- ^ S = Standalone; X = Excel Add-In
- ^ Includes multivariate linear regression
- ^ a b c d e f g Academic discounts available
- ^ a b Promo price. Check for availability. Regular prices are higher by up to 50%.
- ^ a b Command prompt is used.