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Nov 21, 2024
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2020-2021 Undergraduate and Graduate Catalog [ARCHIVED CATALOG]
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STAT 410 - Applied Regression Analysis
(3 units)
Prerequisite: STAT 381 .
Fundamental concepts and applications of regression analysis. Simple linear regression: inference, prediction, residual analysis, outlier detection, transformations. Multiple linear regression: influence diagnostics, multicollinearity, variable selection, simultaneous estimation and inference, validation techniques. Logistic Regression; Poisson Regression; ANOVA; ANCOVA. Statistical software used.
Letter grade only (A-F). (Lecture 3 hrs.) Not open for credit to students with credit in MATH 480 or MATH 590 .
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