MAT 3375 Regression Analysis
3 crédits
Mathematiques
Faculte des sciences
Modeling relationships between outcome (dependent) variables and covariates (independent variables) using simple and multiple linear regression models. Estimation and hypothesis testing using least squares and likelihood methods. Performing model diagnostics and assessing goodness of fit properties. Variable selection and finding the best fit. Non-linear regression and transformations. Weighted regression and generalized least square. Analysis of data using statistical software packages.
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Laboratoire
Cours magistral
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Automne
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