R Homework and lab assignments from Statistical Linear Modeling class
Topics include:
- Multiple Regression
- ANOVA
- Coefficent Estimations (automated in R and manual computation)
- Non-linear regression
- Basic time-series analysis
- Leverage / Outlier / Influentiaal point tests
- Prediction / Confidence Intervals
- Partial Least Squares
- Huber Model
- Least Trimmed Squares
- Collinearity Tests
- Principal Component Analysis (PCA)