Multiple Regression CP2403 assignment
- Subject Code :
CP2403
- University :
James Cook University Exam Question Bank is not sponsored or endorsed by this college or university.
- Country :
Australia
CP2403 - Assignment Part 2 Task 4: Multiple Regression
First Name:
Last Name:
1: Data Selection |
- Data selected - Response variable - Explanatory variable 1 - Explanatory variable 2 - Explanatory variable 3 |
2: Scatter plots between each explanatory variable and response variable |
Scatter plot 1 & r-value Scatter plot 2 & r-value Scatter plot 3 & r-value |
3: Summary of your pre-testing plan - List possible candidate combinations of individual regression models to compose a multiple regression model and your justification (e.g. why did you decide to apply such combination strategy?) |
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4: Pre-testing Regression analysis results (for each candidate (multiple) regression model) |
5: Pre-testing Regression equation/line (for each candidate (multiple) regression model) |
| 6: Q-Q plot for each candidate (multiple) regression model |
| 7: Conclusion from Q-Q plots |
| 8: Residual Plot for each candidate model |
| For each candidate model:- Standardised Residual plot- percentage of observations over 2 standardized deviation- percentage of observations over 2.5 standardized |
| 9: Conclusion from Standardised Residual plots |
| 10: Conclusion Overall |
- Can you select one best model among your candidate models?- Justify your selection. |
