Chemometrics CHEM565 Course Outline

• Week 1: Overview of chemometrics
• Calibration Experimental Design
• Variance, Sum of Squares, and Degrees of Freedom
• Total SS, Regression SS, Residual SS, and Coefficient of Determination
• Replicate and Lack of Fit Sum of Squares
• Problem Set 1 Due Sep 11: "Sum of Squares Calculation," Sum of Squares Classroom Handout

• Week 2: Overview of Matrix Algebra
• Matlab Fundamentals
• Matrix Fundamentals
• Matrix Models for Overdetermined Systems of Equations
• Root-mean-square Errors of Prediction and Calibration
• Problem Set 2 Due Sep 18: "Chemometrics Regression Model Problem Set"