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JStats is a small but powerful Java application/applet for conducting statistical tests. The following tests are supported:
* Parametric tests: T-test, ANOVA, Repeated Measures ANOVA
* Non-parametric tests: Wilcoxon Rank-Sum, Wilcoxon Signed-Ranks, Kruskal-Wallis, Friedman
* Check if datasets are normally distributed: Jarque-Bera, Shapiro-Wilk
* Check if datasets have equal variances: F-test, Bartlett's test, John, Nagao and Sugiura's test
* Correlation: Correlation coefficient, Spearman Rank correlation, linear regression
* Confidence intervals test
* Outliers: Generalized Extreme Studentized (ESD) test, outliers in ANOVA
The latest version is available as applet on http://aiguy.org/Statistics.html
Features
- T-test
- ANOVA
- Wilcoxon Rank-Sum
- Wilcoxon Signed-Ranks
- Kruskal-Wallis
- Friedman
- Correlation
- Sperman Rank Correlation
- Linear Regression
- Confidence Interval
- Bartlett's test
- John, Nagao and Sugiura's test
- F-test
- Jarque-Bera test
- Shapiro-Wilk test
- Repeated Measures ANOVA
- Generalized Extreme Studentized (ESD) test
- Outliers in ANOVA
- Power
- Minimum required sample size
Project Samples
