The Consumer Reports Restaurant Customer Satisfaction Survey is based upon 148,599 visits to full-service restaurant chains.† Assume...

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The Consumer Reports Restaurant Customer SatisfactionSurvey is based upon 148,599 visits to full-service restaurantchains.† Assume the following data are representative of theresults reported. The variable type indicates whether therestaurant is an Italian restaurant or a seafood/steakhouse. Priceindicates the average amount paid per person for dinner and drinks,minus the tip. Score reflects diners' overall satisfaction, withhigher values indicating greater overall satisfaction. A score of80 can be interpreted as very satisfied. (Letx1 represent average meal price,x2 represent type of restaurant, and yrepresent overall customer satisfaction.)

RestaurantTypePrice ($)Score
Bertucci'sItalian1677
Black Angus SteakhouseSeafood/Steakhouse2479
Bonefish GrillSeafood/Steakhouse2685
Bravo! Cucina ItalianaItalian1884
Buca di BeppoItalian1781
Bugaboo Creek Steak HouseSeafood/Steakhouse1877
Carrabba's Italian GrillItalian2386
Charlie Brown's SteakhouseSeafood/Steakhouse1775
Il FornaioItalian2883
Joe's Crab ShackSeafood/Steakhouse1571
Johnny Carino'sItalian1781
Lone Star Steakhouse & SaloonSeafood/Steakhouse1776
Longhorn SteakhouseSeafood/Steakhouse1981
Maggiano's Little ItalyItalian2283
McGrath's Fish HouseSeafood/Steakhouse1681
Olive GardenItalian1981
Outback SteakhouseSeafood/Steakhouse2080
Red LobsterSeafood/Steakhouse1878
Romano's Macaroni GrillItalian1882
The Old Spaghetti FactoryItalian1279
Uno Chicago GrillItalian1676

(a)

Develop the estimated regression equation to show how overallcustomer satisfaction is related to the independent variableaverage meal price. (Round your numerical values to two decimalplaces.)

? = ___________

(b)

At the 0.05 level of significance, test whether the estimatedregression equation developed in part (a) indicates a significantrelationship between overall customer satisfaction and average mealprice. (Use an F test.)

Find the value of the test statistic. (Round your answer to twodecimal places.) __________

Find the p-value. (Round your answer to three decimalplaces.)

p-value = 0.005

(d)

Develop the estimated regression equation to show how overallcustomer satisfaction is related to the average meal price and thetype of restaurant. (Use the dummy variable developed in part (c).Round your numerical values to two decimal places.)

? = __________

Find the value of the test statistic. (Round your answer to twodecimal places.) __________9.99 and 10.00 are both wrong

Find the p-value. (Round your answer to three decimalplaces.)

p-value = ____________0.001 and 0.00 are both wrong


Predict the Consumer Reports customer satisfaction scorefor a seafood/steakhouse that has an average meal price of $15.(Round your answer to two decimal places.)  

How much would the predicted score have changed for an Italianrestaurant? (Round your answer to two decimal places.)75.95

The predicted satisfaction score increases by __________ pointsfor Italian restaurants

Answer & Explanation Solved by verified expert
4.3 Ratings (792 Votes)
a Using excel we get below regression output Regression Statistics Multiple R 058667 R Square 0344182 Adjusted R Square 0309665 Standard Error 3025748 Observations 21 ANOVA df SS MS F Significance F Regression 1 9129018 9129018 9971453 0005182 Residual 19 1739479 9155154 Total 20 2652381 Coefficients Standard    See Answer
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