Question: Use stepwise regression to find the most appropriate regression model and predict the price per person for a restaurant with a food rating of 2

Use stepwise regression to find the most appropriate regression model and predict the price per person for a restaurant with a food rating of

23,

cor of

18,

service of

20,

and located in New York City.

What is the price?

_____________________________

Zagat

s publishes restaurant ratings for various locations in the United States.

The data below contains the Zagat rating for location, food, d

cor

,

service, and the price per person for a sample of

50

restaurants located in New York City and

50

restaurants located on Long Island.

LocationFoodD

corServicePriceNYC

19211850

NYC

18171738

NYC

19161943

NYC

23182156

NYC

23202151

NYC

23182036

NYC

20171625

NYC

20151733

NYC

19181841

NYC

21191944

NYC

20171634

NYC

21232139

NYC

24202249

NYC

20172037

NYC

17181440

NYC

21172050

NYC

21192150

NYC

20161935

NYC

17111322

NYC

21162045

NYC

23202344

NYC

17191638

NYC

22141514

NYC

19191844

NYC

21192051

NYC

19141627

NYC

19171944

NYC

21132139

NYC

24212150

NYC

19161935

NYC

17151531

NYC

19161934

NYC

22192148

NYC

22182048

NYC

14151530

NYC

22222142

NYC

20151826

NYC

18141735

NYC

18201632

NYC

24182163

NYC

21171836

NYC

18171738

NYC

20191953

NYC

21101723

NYC

19141939

NYC

18171745

NYC

20161737

NYC

21121431

NYC

19171939

NYC

21202053

21182137

17141737

17171829

23191838

23222137

21181938

21192339

21181829

22182036

22202038

23202244

23182027

21141924

17171734

23232244

15171523

19141730

20191832

20151725

20121829

23192043

19211931

15131526

20172234

21171823

23202141

27161932

17171630

22111728

20161933

20121626

25252451

17171826

25222348

19181939

27202455

21111724

19181938

20212031

23192130

24272351

18182030

15161427

16201738

18161726

20121828

21242133

21181938

23152032

19141625

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