8: Multiple Linear Regression Last updated Dec 13, 2022 Save as PDF 7.10: Practice problems 8.1: Going from SLR to MLR Page ID33290 Mark GreenwoodMontana State University ( \newcommand{\kernel}{\mathrm{null}\,}\) 8.1: Going from SLR to MLR8.2: Validity conditions in MLR8.3: Interpretation of MLR terms8.4: Comparing multiple regression models8.5: General recommendations for MLR interpretations and VIFs8.6: MLR inference - Parameter inferences using the t-distribution8.7: Overall F-test in multiple linear regression8.8: Case study - First year college GPA and SATs8.9: Different intercepts for different groups - MLR with indicator variables8.10: Additive MLR with more than two groups - Headache example8.11: Different slopes and different intercepts8.12: F-tests for MLR models with quantitative and categorical variables and interactions8.13: AICs for model selection8.14: Case study - Forced expiratory volume model selection using AICs8.15: Chapter summary8.16: Summary of important R code8.17: Practice problems