Statistical Data Analysis in R

This is a work in progress

Topic	Tutorial	Exercises	Solutions	Whiteboard notes
Intro to R	✅	✅	✅
R programming basics	✅	✅	✅
Data manipulation with tidyverse	✅	✅	✅
Exploratory Data Analysis	✅	✅	✅
Parameter Estimation	✅	✅	✅
Random Variable	✅	✅	✅
Central Limit Theorem	✅	✅	✅
Confidence Intervals	✅	✅	✅
Hypothesis Testing, z-test	✅	✅	✅
t-Tests	✅	✅	✅
ANOVA	✅	✅	✅
Correlation, regression	✅	✅	✅

Tutorials:

1. Intro to R
2. R programming basics
3. Data manipulation with tidyverse
4. Exploratory Data Analysis
5. Parameter Estimation
6. Random Variable
7. Central Limit Theorem
8. Confidence Intervals
9. Hypothesis Testing, z-test
10. t-Tests
11. ANOVA
12. Correlation, regression

This work was supported from the grant of Specific university research grant C1_PIGA_2025_002.