Statistics 101: Spring 2013
Data Analysis and Statistical Inference

Professor Mine Çetinkaya-Rundel

Click on the links to see the learning objectives and resources associated with each unit.

Overall

• Map of topics covered in class and how they relate to each other.

R related

• R commands
• Class survey
• Videos: Statistical inference in R using the inference function.

Units

• Unit 1 - Introduction to data
• Unit 2 - Probability and distributions
• Unit 3 - Foundations for inference
• Unit 4 - Statistical inference for numerical variables
• Unit 5 - Statistical inference for categorical variables
• Unit 6 - Simple linear regression
• Unit 7 - Multiple linear regression