Chemometrics CHEM565 Course Outline
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Week 1: Overview of chemometrics
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Calibration Experimental Design
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Variance, Sum of Squares, and Degrees of Freedom
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Total SS, Regression SS, Residual SS, and Coefficient of Determination
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Replicate and Lack of Fit Sum of Squares
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Problem Set 1 Due Sep 11: "Sum of Squares
Calculation," Sum of Squares Classroom Handout
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Week 2: Overview of Matrix Algebra
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Matlab Fundamentals
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Matrix Fundamentals
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Matrix Models for Overdetermined Systems of Equations
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Root-mean-square Errors of Prediction and Calibration
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Problem Set 2 Due Sep 18: "Chemometrics
Regression Model Problem Set"