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Panda Motor Berhad collects another set of data that contains the following information. Based on the data, the CEO instructs the company's analyst team to

Panda Motor Berhad collects another set of data that contains the following information. Based on the data, the CEO instructs the company's analyst team to do the following:

  1. Construct cross-tabulations of gender versus car type and purchase.
  2. Illustrate the results (charts)
  3. Explain the findings
  4. Develop a two-tailed hypothesis where km/liter is the dependent variable, mileage and vehicle age as the independent variable
  5. Test the hypothesis by using Anova, critical-value, and p-value approach. Explain the findings.
  6. Find the best regression model to predict km/liter as a function of vehicle age and mileage
  7. Based on the analysis in Q1-Q3, recommend one strategy for Panda Motor Berhad.

Table 1 Auto Survey

Gender Type

Purchased Vehicle Age Mileage Km/liter
Male Mid-size Used 15 127233 28.7
Female Mid-size New 1 23970 43.4
Male Small New 7 77392 24
Female Large SUV Used 14 185397 15.2
Female Small New 2 26001 37
Female Minivan New 9 180643 20
Male Small Used 6 72083 45.7
Male Small New 11 165353 42
Male Small Used 13 205288 33
Female Small New 7 142897 31
Male Minivan Used 14 182584 12
Male Small SUV Used 13 140479 20
Female Small New 2 22114 28
Female Mid-size New 0.25 3454 28.3
Female Large SUV New 7 130905 21
Female Small Used 10 105628 35
Female Small New 5 48678 30.4
Male Mid-size New 0.5 6849 40.2
Female Small Used 10 137941 30
Female Small SUV New 4 29823 24.9
Male Small SUV Used 14 85763 21
Female Small Used 12 134172 31
Male Mid-size Used 12 86387 27

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