Use SAS software to do tasks below:
- Use k-means methodology, form three (3) clusters for Connecticut zip Codes based on the income distribution of the household.For each Zip Code, use the percentage of tax filings (number of filings /total filings) in each “Adjusted Gross Income” category.Repeat the above analysis for the state ofAlabamaand compare the two states’ clusters (cluster centers)
- Consider the following survey of two car brands:
Brand | Body Type | Price | Rating |
Toyota | Sedan | 25000 | 7 |
Toyota | Sedan | 30000 | 6 |
Toyota | SUV | 25000 | 6 |
Toyota | SUV | 30000 | 4 |
VW | Sedan | 25000 | 9 |
VW | Sedan | 30000 | 8 |
VW | SUV | 25000 | 9 |
VW | SUV | 30000 | 7 |
Perform the following analysis:
- Tradeoff between pricefor Toyota-SUV and VW-SUV
- Market share forecast for:
- Toyota-Sedan-25000
- Toyota-SUV- 25000
- VW-Sedan- 25000
- VW-SUV- 25000
- Attribute importance