14. Multivariate Linear Regression#
Chapter Learning Objectives
Regression (multivariate) linear models
Assess quality of fit using regression diagnostic plots
Sections
- 14.1. Correlation, Covariance, and Independence
- 14.2. Simple Least Squares
- 14.3. Ordinary Least Squares Linear Regression
- 14.4. Residual Analysis
- 14.5. Regression Assumption Examples
- 14.6. Uncertainty Analysis and Statistical Inference
- 14.7. Multivariate Linear Regression
- 14.8. Linear Regression Practice Problems
Coming Soon
Outline detection, including cautionary tail about ozone layer: http://www.meteohistory.org/2004proceedings1.1/pdfs/11christie.pdf
Statistical inference with regression models