Based on sales over a six-month period, the five top-selling compact cars are Chevy Cruze, Ford Focus, Hyundai Elantra, Honda Civic, and Toyota Corolla.t Based on total sales, the market shares for these five compact cars were Chevy Cruze 24%, Ford Focus 21%, Hyundai Elantra 20%, Honda Civic 18%, and Toyota Corolla 17%. Suppose a sample of 400 compact car sales in one city showed the following number of vehicles sold. Chevy Cruze 107 Ford Focus 93 Hyundai Elantra 64 Honda Civic 85 Toyota Corolla 51 Use a goodness of fit test to determine if the sample data indicate that the market shares for the five compact cars in this city are different than the market shares reported by Motor Trend. Use a 0.05 level of significance. State the null and alternative hypotheses. O Ho: The majority of the market shares for the five automobiles in this city are the same as the ones reported by Motor Trend. H: The majority of the market shares for the five automobiles in this city differ from the ones reported by Motor Trend. O Ho: The market shares for the five automobiles in this city are 0.24, 0.21, 0.20, 0.18, 0.17. H: The market shares for the five automobiles in this city differ from the above shares. O Ho: The market shares for the five automobiles in this city differ from 0.24, 0.21, 0.20, 0.18, 0.17. H: The market shares for the five automobiles in this city are the same as the above shares. O Ho: The majority of the market shares for the five automobiles in this city differ from the ones reported by Motor Trend. H: The majority of the market shares for the five automobiles in this city are the same as the ones reported by Motor Trend.
The given data show that the market share and the number of vehicles sold for a sample of 400 compact cars of five companies in City C.
State the test hypotheses.
Null hypothesis:
H0:pC=0.24,pF=0.21, pH=0.20,pHC=0.18 and pT=0.17.
Alternative hypothesis:
Ha: pC≠0.24,pF≠0.21, pH≠0.20,pHC≠0.18 and pT≠0.17.
Therefore, the correct answer is, “H0: The market shares for the five automobiles in this city are 0.24,0.21, 0.20, 0.18, 0.17 and Ha: The market shares for the five automobiles in this city differ from the above shares.”
The test statistic is calculated by the formula,
Where, O represents the observed frequency and E represents the expected frequency.
Methods for finding the expected frequency:
Method 1: If the all the expected frequencies are equal, then E=nk
Method 2: If the expected frequencies are not equal, then E=np for each category.
Where, n is the total number of frequencies, k is the categories and p is the probability of occurrence.
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