Module 2 — Regression

Problem sets accompanying the Module 2 chapters. Each is worth 100 points; see Problem Sets for the part structure and grading split.

• 2.1 - Non-parametric Models - Refrigerant VLE Azeotrope (accompanies Non-parametric Models) · zip

• 2.2 - Model Validation - Henry’s Law Constants (accompanies Model Validation) · zip

• 2.3 - Complexity Optimization - Coffee NMR Spectrum (accompanies Complexity Optimization) · zip

• 2.4 - High-dimensional Data - Solvent Vapor IR Mixtures (accompanies High-dimensional Data) · zip

• 2.5 - High-dimensional Regression - Solvent Vapor IR Calibration (accompanies High-dimensional Regression) · zip