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Prerequisite MATH 112. Offered every 3 semesters. A review of matrix algebra notation and vocabulary. The standard least squares method is then developed and applied to problems arising from the social, biological and engineering sciences. Computer packages are used as an aid to obtain problem solutions. Additional topics are deviation from assumption of multicollinearity; variable selection methods; analysis of variance, logistic regression models. Course includes an applied project (a thorough analysis of real-life data using computer packaged programs). |
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