DL101
An Introduction to R Programming
Statistical Modeling: Linear and Non-linear
Learning Objectives
- Differentiate between the structural assumptions of linear and non-linear models.
- Implement parameter estimation using Ordinary Least Squares and Maximum Likelihood.
- Identify criteria for selecting non-linear basis functions and splines.
- Perform goodness-of-fit diagnostics and residual analysis for complex models.