During the Fall Semester of 2018 with the help of Frank Saforo, my TA for Statistics, I created a set of notes in R for basic Statistics. Here are some links to the corresponding labs, that contain the codes and data to run them, with a brief description.
|
Lab 1 |
Lab 2 |
Lab 3 |
|
- Import csv files
- Create Scatterplots
- Create Histograms
- Summary Statistics
|
- Reading from external Files
- Contingency tables
- Simulate probability distributions
- Uniform Distribution
|
|
Lab 4 |
Lab 5 |
Lab 6 |
- Binomial Distribution
- Poisson Distribution
- Normal Distribution
|
- Subsets in R
- Central Limit Theorem
- Normality of Histogram
|
- Confidence Intervals
- Hypothesis testing
|
|
Lab 7 |
Lab 8 |
Lab 9 |
- Exploring Normality
- Chi-Square Analysis
|
- Hypothesis testing using T-tests (A)
|
- Hypothesis testing and confidence intervals for proportions
- Sub-setting based on a variable
- Hypothesis testing using T-tests (B)
|
|
Lab 10 |
Lab 11 |
Lab 12 |
|
- Simple Linear Regression (A)
|
- Simple Linear Regression (B)
|
|
Like this:
Like Loading...