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Section 4.2: Least-Squares Regression

Section 4.2: Least-Squares Regression. Goal: Fit a straight line to a set of points as a way to describe the relationship between the X and Y variables. Asking price in thousands of dollars Dec.2010 data, Naples, FL. (Problem 28 in text).

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Linear Discriminant Analysis (LDA)

Linear Discriminant Analysis (LDA). Goal . To classify observations into 2 or more groups based on k discriminant functions (Dependent variable Y is categorical with k classes.) Assumptions Multivariate Normal Distribution variables are distributed normally within the classes/groups.

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Section 4.2: Least-Squares Regression

Linear Discriminant Analysis (LDA)