Learn Data analytics using R

Learn Data analytics using R

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1. Basic Syntax
2. Manually Entering Data
3. Statistical Hypothesis Testing
4. Relationships
   1. Linear Relationship
   2. Non-Linear Relationship
5. Correlation
   1. Pearson Product-Moment Correlation
   2. Spearman rho Correlation
   3. Partial Correlation
   4. Correlation and Causation
6. Regression
   1. Linear Regression
   2. Multiple Regression
   3. Correlation and Regression
7. Student’s T-Test
   1. Independent One-Sample T-Test
   2. Independent Two-Sample T-Test
   3. Dependent T-Test for Paired Samples
8. ANOVA
   1. One-Way ANOVA
   2. Two-Way ANOVA
9. Nonparametric Statistics
   1.Cohen’s Kappa
   2. Mann-Whitney U-Test
   3. Wilcoxon Signed-Rank Test
10. 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