Learn Data analytics using R
Note: Bookmark this page, I am including more articles on each topic.
- Basic Syntax
- Manually Entering Data
- Statistical Hypothesis Testing
- Relationships
1. Linear Relationship
2. Non-Linear Relationship - Correlation
1. Pearson Product-Moment Correlation
2. Spearman rho Correlation
3. Partial Correlation
4. Correlation and Causation - Regression
1. Linear Regression
2. Multiple Regression
3. Correlation and Regression - Student’s T-Test
1. Independent One-Sample T-Test
2. Independent Two-Sample T-Test
3. Dependent T-Test for Paired Samples - ANOVA
1. One-Way ANOVA
2. Two-Way ANOVA - Nonparametric Statistics
1.Cohen’s Kappa
2. Mann-Whitney U-Test
3. Wilcoxon Signed-Rank Test - Other important tests
1. Chi-Square Test
2. Z-Test
3. F-Test
4. Factor Analysis
5. ROC Curve Analysis
6. Meta-Analysis
7. Fisher’s exact test
