A. Basic Statistics (Mean,SD,Median, etc.)

1. Mean, SD, Skewness, Kurtosis, etc.
(Various Means, Standard Deviation、Standard Error、Confidence interval (95 and 99%), Variance, Unbiased variance, Coefficient of variation, Skewness, Kurtosis)
2. Median, Range, Quartiles and Boxplot
(Median, Maximum, Minimum, Quartiles, Quartile Deviation, Boxplot Graph)

B. Test for Mean,Variance,etc. (Parametric)

1. One-Sample t-Test (to Compared Mean)
2. Two-Sample t-Test (Student's and Welch's t-Tests)
3. Paired t-Test (Paired Sample)
4. F-Test of Variance for Two Samples
5. Levene Test of Variance for Multiple Samples
6. One-Way Analysis of Variance (ANOVA)
7. Multiple t-Test with Bonferroni Correction

C. Test for Median, etc. (Nonparametric)

1. Mann-Whitney U Test (Two Samples)
2. Median Test (Two Samples)
3. Wilcoxon Signed Rank Test (Paired Sample)
4. Kruskal-Wallis Test & Multiple Comparisons (by Bonferroni Correction)

D. Test for Proportion

1. Sign Test (Paired Sample)
2. Binomial Test [Exact Method] (One-Sample Proportion Test)
3. Binomial Test [Approx Method] (One-Sample Proportion Test)
4. Two-Sample Proportion Test [Approx. Method]

E. Test for Frequency

1. Chi-Square Test (Goodness of Fit)
2. Chi-Square Test (2x2, Independence)
3. Chi-Square Test (mxn, Independence)
4. McNemar's Test (Chi-Square Test for Paired Sample)
5. Fisher's Exact Test (2x2)

F. Test for Correlation

1. Linear Regression and Test for Pearson Correlation Coefficient
2. Test for Differences in Correlation Coefficients (One Sample)
3. Test for Differences in Correlation Coefficients (Two Samples)
4. Spearman Rank Correlation Test

G. Other (Normality Test)

1. Shapiro-Wilk Test (Normality) and Q-Q PlotPlus