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)