Numerical Examples in Linear Models
for use with
A First Course In Linear Model Theory
Nalini Ravishanker and Dipak K. Dey
Department of Statistics
University of Connecticut
Storrs, CT.
Publisher: Chapman & Hall/CRC, 2001.
- Example 1. Simple Linear Regression: Service Calls Data
- Example 2. Simple Linear Regression: TV Ratings Data
- Example 3. Simple Inverse Linear Regression: Steam Data
- Example 4. Multiple Linear Regression: Steam Data
- Example 5. Multiple Linear Regression: Health Club Data
- Example 6. Regression with Serially Correlated Errors: Expenditure Data
- Example 7. Influence Diagnostics: Solid Waste Data
- Example 8. Weighted Least Squares: Supervisor Data
- Example 9. Polynomial Regression: Fish Length Data
- Example 10. Log-Linear Regression: Lumber Data
- Example 11. Logistic Regression: Health Data
- Example 12. Regression with Dummy Variable Regressors: Turkey Data
- Example 13. Variable Selection in Multiple Regression: Hald Data
- Example 14. Multicollinearity in Linear Regression: Manhours Data
- Example 15. Robust Regression: US Population Data
- Example 16. One-Way Fixed-Effects ANOVA Model: Veneer Data
- Example 17. One-Way Random-Effects ANOVA Model: Strength Data
- Example 18. Kruskal-Wallis Procedure: Pretherapy Data
- Example 19. Unbalanced Two-Way ANOVA: Catalyst Data
- Example 20. Two-Way ANOVA: Battery Data
- Example 21. Two-Factor Unbalanced Model: Rations Data
- Example 22. Hierarchical Model: Purity Data
- Example 23. Model with Crossed and Nested Effects: Sconduct Data
- Example 24. Repeated Measures Analysis: Exercise Data
- Example 25. Analysis of Covariance: Oranges Data
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Numerical Examples for use with
A First Course in Linear Model Theory by Ravishanker and Dey
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