Statistics tests
Following statistics are supported.
1. Mean, SD, SEM, Skewness, Kurtosis, etc
- Arithmetic mean
- Geometric mean
- Harmonic mean
- Sum of square
- Variance (V(n) and V(n-1))
- Standard deviation (SD(n) and SD(n-1))
- Standard Error of the Mean (SEM)
- Skewness (g1, G1)
- Kurtosis (alpha4, g2, G2)
- Confidence interval (95%, 99%)
- graph
2. Median, Range and Quartiles
- Median
- Range
- Minimum
- 1st quartile
- 2nd quartile (Median)
- 3rd quartile
- Maximum
- Quartile deviation
- graph (Box and Wihsker plot)
3. One-sample t-test (to Specific mean)
- sample mean
- sample SEM
- t-test to Specific mean
- graph
4. Two-sample t-test (Student's and Welch's t-test)
- mean
- SD (SD(n) and SD(n-1))
- SEM
- F-test to compare 2 variances
- t-test (Student)
- t-test (Welch)
- graph
5. Paired sample t-test
- Mean of all difference data within a pair
- SEM of all difference data within a pair
- Paired sample t-test
- graph
6. One-way ANOVA
- mean
- SEM
- Analysis of Variance
- graph
7. Linear regression and Test for Pearson correlation coefficient
- Correlation coefficient
- Regression coefficient
- Coefficient of determination
- Test for correlation coefficient
- graph (Regression line)
8. Shapiro-Wilk test (Normality test)
- Shapiro-Wilk test
- graph (Normal probability plot)
9. Chi-square test (Independence, 2x2)