# Data Analysis  with R

## Statistics and R Review

**Chapters**: 6  
**Lessons**: 47  
**Price**: $200.00

## Curriculum

**Chapters**: 6  
**Lessons**: 47

### 1. Introduction to "R"

1. **Welcome to Module 1!** (Included in full purchase)  
2. **1.0: Installing R and R Studio** (Included in full purchase)  
3. **1.0: Installing R and R Studio: Download Links** (Included in full purchase)  
4. **1.1: Tour of R Studio (Video)** (Included in full purchase)  
5. **1.1: Tour of R Studio (Questions)** (Included in full purchase)  
6. **1.2: Scripts and Libraries (Video)** (Included in full purchase)  
7. **1.2: Scripts and Libraries (Questions)** (Included in full purchase)  
8. **1.3: Basic R Operations (Video)** (Included in full purchase)  
9. **1.3: Basic R Operations (Questions)** (Included in full purchase)  
10. **Module 1 Feedback** (Included in full purchase)

### 2. Descriptive Statistics

1. **Welcome to Module 2!** (Included in full purchase)  
2. **2.1: Quantitative & Categorical Variables (Video)** (Included in full purchase)  
3. **2.1: Quantitative & Categorical Variables (Questions)** (Included in full purchase)  
4. **2.2: Central Tendency (Video)** (Included in full purchase)  
5. **2.2: Central Tendency (Questions)** (Included in full purchase)  
6. **2.3: Measures of Spread (Video)** (Included in full purchase)  
7. **2.3: Measures of Spread (Questions)** (Included in full purchase)  
8. **2.4: Percentile (Video)** (Included in full purchase)  
9. **2.4: Percentile (Questions)** (Included in full purchase)  
10. **Module 2 Feedback** (Included in full purchase)

### 3. Central Limit Theorem

1. **Welcome to Module 3!** (Included in full purchase)  
2. **3.1: Population Vs Sample (Video)** (Included in full purchase)  
3. **3.1: Population Vs Sample (Questions)** (Included in full purchase)  
4. **3.2: Standard Error (Video)** (Included in full purchase)  
5. **3.2: Standard Error (Questions)** (Included in full purchase)  
6. **Module 3 Feedback** (Included in full purchase)

### 4. Inference

1. **Welcome to Module 4!** (Included in full purchase)  
2. **4.1: Confidence Intervals (Video)** (Included in full purchase)  
3. **4.1: Confidence Intervals (Questions)** (Included in full purchase)  
4. **4.2: Test Statistics (Video)** (Included in full purchase)  
5. **4.2: Test Statistics (Questions)** (Included in full purchase)  
6. **4.3: Hypothesis Testing (Video)** (Included in full purchase)  
7. **4.3: Hypothesis Testing (Questions)** (Included in full purchase)  
8. **Module 4 Feedback** (Included in full purchase)

### 5. Data in R

1. **Welcome to Module 5!** (Included in full purchase)  
2. **5.1: Opening Data in R (Video)** (Included in full purchase)  
3. **5.1: Opening Data in R (Questions)** (Included in full purchase)  
4. **5.2: Descriptives in R (Video)** (Included in full purchase)  
5. **5.2: Descriptives in R (Questions)** (Included in full purchase)  
6. **5.3: Graphing in R (Video)** (Included in full purchase)  
7. **5.3: Graphing in R (Questions)** (Included in full purchase)  
8. **Module 5 Feedback** (Included in full purchase)

### 6. Bonus Videos: Correlation & Causation

1. **Welcome to Module 6!** (Included in full purchase)  
2. **6.1: Correlation (Video)** (Included in full purchase)  
3. **6.2: Selection Bias (Video)** (Included in full purchase)  
4. **6.3: Causal Inference (Video)** (Included in full purchase)  
5. **Module 6 Feedback** (Included in full purchase)