Lesson learned
-
Chapter 1
- Fit a simple linear regression
- Interpret coefficients
-
Chapter 2
- Make predictions
- Regression to the mean
- Transforming variables
-
Chapter 3
- Quantifing model fit
- Outlier, leverage, and influence
-
Chapter 4
- Fit a simple logistic regression
- Make predictions
- Get performance from confusion matricx
데이터와 사회과학 사이를 여행하는 히치하이커를 위한 안내서