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k-means clustering analysis and conjoint analysis

Use SAS software to do tasks below:

  1. 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)

 

  1. Consider the following survey of two car brands:
BrandBody TypePriceRating
ToyotaSedan250007
ToyotaSedan300006
ToyotaSUV250006
ToyotaSUV300004
VWSedan250009
VWSedan 300008
VWSUV250009
VWSUV300007

 

 

Perform the following analysis:

  • Tradeoff between pricefor Toyota-SUV and VW-SUV
  • Market share forecast for:
    1. Toyota-Sedan-25000
    2. Toyota-SUV-  25000
    3. VW-Sedan- 25000
    4. VW-SUV-  25000
  • Attribute importance

 

Last Updated on April 10, 2019

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