My Project consist of certain tasks, which are shown below
| Scales of Variables
| |__Nominal (Categorical)
| |___Ordinal (Categorical)
| |___Metric
| Factoring the variables
| Frequency Table (Absoulte & Relative), Marginal Table
| Summary statistics
| |__ Boxplot
| |__ Histogram
| |__ Barplot
| Correlation coefficient
| |__ Scatter plot
| |__ Pearson
| |__ Spearman
| |__ Kendall
| Distribution among two variables
| |__ One-sided test (One-sample)
| |__ Two-sided test (One-sample)
| |__ One-sided test (Two-sample)
| |__ Two-sided test (Two-sample)
| |__ Non-parametric test
| |__ Wilcox test
| Distribution of one variable among three different groups
| |__ Parametric test
| |__ 1-Way ANOVA
| |__ Non parametric test
| |__ Kruskal-walli test
| | Pairwise test
| True Difference
| |__ 90% confidence interval
| 2-Way ANOVA
| Non-parametric test (friedman test)
| 3-Way ANOVA