| Analysis Examples from Applied Linear Statistical Models by Kutner, Nachtsheim, Neter & LI (5th Edition). Written by Phil Wood, c. 2008 Permission is granted to use these as long as appropriate credit is referenced. My philosophy here is to produce the graphics in the text of the book using SAS with an eye to using best practices and being most efficient. The next version of SAS will include many exciting new features. Where possible I'm including these as comments and will update the files as the software becomes available to me. (You'll have to remove the .txt extensions on the SAS programs as Geocities doesn't let me uploadfiles with .sas extentions) The Boxglm.& scatter sas macros are courtesy of Michael Friendly. (Click the names for further documentation.) |
| Chapter |
| Sas Pgm(s) |
| Excel Spreadsheet |
| 1: Linear Regression with One Predictor Variable |
| 2: Inferences in Regression and Correlation Analysis |
| 3: Diagnostics and Remedial Measures |
|
| 4. Simultaneous Inferences and Other Topics in Regression Analyais |
| 5. Matrix Approach to Simple Linear Regression Analysis |
| 6. Multiple Regression I |
| 7. Multiple Regression II |
| 8. Regression Models for Quantitative and Qualitative Predictors |
| 9. Building the Regression Model I: Model Selection and Validation |
| 10. Building the Regression Model II: Diagnostics |
| 11. Building the Regression Model III: Remedial Measures |
| 14. Logistic Regression, Poisson Regression and Generalized Linear Models |
| 15. Introduction to the Design of Single-Factor Studies |
| 16 Sngle Factor Studies |
| 17. Analysis of Factor Level Means |
| 18. Anova Diagnostics and Remedial Measures |
| 19. Two Factor Studies with Equal Sample Sizes |
| 20. Two Factor Studies - One Case per Treatment |
| 21. Randomized Complete Designs |
| 22. Analysis of Covariance |
| 23. Two Factor Studies wtih Unequal Sample Sizes |
| 24. Multi-Factor Studies |
| 26. Nested Designs, Subsampling, Partially Nested Design |
| 25. Random & Fixed Effects |
| 27. Repeated Measures & Related Designs |
| 28. Balanced Incomplete Block, Latin Square & Related Designs |