Midterm Exam Review

Midterm Exam Review - Stat 502 Midterm Exam Review The exam...

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Stat 502 – Midterm Exam Review The exam will cover Topics 1-7 (chapters 1-15). The overwhelming majority would be things that we discussed in class. The exam will test concepts, simple calculations, and interpretation of output. The following is a brief list of important concepts (i.e. it is probably not all-inclusive, see lecture notes for a full list): Type I Errors, Type II Errors, Power. Regression Model w/ assumptions (equations, etc.) ANOVA Table F-tests (General Linear Tests) Coefficient of Determination (Partial, Multiple, etc.) Model Comparisons (using R 2 / adjusted R 2 / Cp / MSE) Selection methods (pros/cons, approaches) Collinearity of Predictors Some things you should definitely be able to compute include: Point Estimate for a given observation (you’d be given the estimated model) CIs for the parameter estimates, mean response, and prediction intervals (you’d be given
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Midterm Exam Review - Stat 502 Midterm Exam Review The exam...

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