Question

In: Statistics and Probability

Company Segment 2012 U.S. Average Sales per Store ($1,000s) Arby's Sandwich 993 Baskin-Robbins Snacks 207 Bojangles'...

Company Segment 2012 U.S.
Average
Sales per
Store
($1,000s)
Arby's Sandwich 993
Baskin-Robbins Snacks 207
Bojangles' Chicken 1,718
Boston Market Chicken 1,184
Burger King Burger 1,195
Carl's Jr. Burger 1,470
Checkers/Rally's Burger 903
Chick-fil-A Chicken 3,158
Chipotle Mexican
Grill
Mexican 2,113
Church's Chicken Chicken 707
CiCi's Pizza Pizza/Pasta 915
Culver's Burger 1,838
Dairy Queen Burger 545
Del Taco Mexican 1,100
Domino's Pizza Pizza/Pasta 710
Dunkin' Donuts Snacks 857
El Pollo Loco Chicken 1,475
Five Guys
Burgers & Fries
Burger 1,049
Hardee's Burger 1,145
In-N-Out Burger Burger 1,935
Jack in the Box Burger 1,379
Jamba Juice Snacks 715
Jason's Deli Sandwich 2,556
Jimmy John's Sandwich 879
Company Segment 2012 U.S.
Average
Sales per
Store
($1,000s)
KFC Chicken 957
Krispy Kreme Snacks 2,428
Little Caesars Pizza/Pasta 465
McDonald's Burger 2,600
Moe's Southwest
Grill
Mexican 1,103
Panera Bread Sandwich 2,427
Papa John's Pizza/Pasta 829
Papa Murphy's Pizza/Pasta 575
Pizza Hut Pizza/Pasta 883
Popeyes Louisiana
Kitchen
Chicken 1,242
Qdoba Mexican
Grill
Mexican 966
Quiznos Sandwich 345
Sonic Drive-In Burger 1,074
Starbucks Snacks 1,223
Steak 'n Shake Burger 1,700
Subway Sandwich 481
Taco Bell Mexican 1,363
Tim Hortons Snacks 1,095
Wendy's Burger 1,484
Whataburger Burger 1,996
White Castle Burger 1,284
Wingstop Chicken 902
Zaxby's Chicken 1,766

What was the mean U.S. sales (in thousand dollars) per store for the 47 restaurant chains? (Round your answer to one decimal place.)

$   thousand

(b)

What are the first and third quartiles (in thousand dollars)?

first quartile $   thousand

third quartile $   thousand

What is your interpretation of the quartiles?

Twenty-five Seventy-five One hundred  percent of the restaurants have an average sales per unit less than or equal to the first quartile and ______ percent of the restaurants have an average sales per unit greater than or equal to the third quartile.

(c) Show a boxplot for the level of sales.

Are there are any outliers in terms of sales that would skew the results? Yes/No   

(d) Develop a frequency distribution showing the average sales (in thousand dollars) per store for each segment. (Round your answers to the nearest thousand dollars.)

Segment Average Sales
per unit
($1,000s)
Burger $   thousand
Chicken $   thousand
Mexican $   thousand
Pizza/Pasta $   thousand
Sandwich $   thousand
Snacks $   thousand

Comment on the results obtained: The segment with lowest average sales per unit is _____

Solutions

Expert Solution

Solution: I have used excel to solve this problem.

Let us arrange the given data in ascending order to make our calculation easier. The arranged dataset is as follows.

Company Segment 2012 U.S.(Average sales per store)($1,000s)
Baskin-Robbins Snacks 207
Quiznos Sandwich 345
Little Caesars Pizza/Pasta 465
Subway Sandwich 481
Dairy Queen Burger 545
Papa Murphy's Pizza/Pasta 575
Church's Chicken Chicken 707
Domino's Pizza Pizza/Pasta 710
Jamba Juice Snacks 715
Papa John's Pizza/Pasta 829
Dunkin' Donuts Snacks 857
Jimmy John's Sandwich 879
Pizza Hut Pizza/Pasta 883
Wingstop Chicken 902
Checkers/Rally's Burger 903
CiCi's Pizza Pizza/Pasta 915
KFC Chicken 957
Qdoba Mexican Mexican 966
Arby's Sandwich 993
Five Guys Burger 1049
Sonic Drive-In Burger 1074
Tim Hortons Snacks 1095
Del Taco Mexican 1100
Moe's Southwest Mexican 1103
Hardee's Burger 1145
Boston Market Chicken 1184
Burger King Burger 1195
Starbucks Snacks 1223
Popeyes Louisiana Chicken 1242
White Castle Burger 1284
Taco Bell Mexican 1363
Jack in the Box Burger 1379
Carl's Jr. Burger 1470
El Pollo Loco Chicken 1475
Wendy's Burger 1484
Steak 'n Shake Burger 1700
Bojangles' Chicken 1718
Zaxby's Chicken 1766
Culver's Burger 1838
In-N-Out Burger Burger 1935
Whataburger Burger 1996
Chipotle Mexican Mexican 2113
Panera Bread Sandwich 2427
Krispy Kreme Snacks 2428
Jason's Deli Sandwich 2556
McDonald's Burger 2600
Chick-fil-A Chicken 3158
Sum 59934

a) The mean U.S. sales (in thousand dollars) per store for the 47 restaurant chains is 1275.2 $ thousand.

Formulas
Mean Sum of all values/Number of observation=59934/47 1275.2

b)First and Third quartiles (in thousand dollars)

First quartile is the median of the lower half of the data set.

Third quartile is the median of the upper half of the data set.

Formulas
First quartile QUARTILE(C2:C48,1) 881 $ thousands
Third quartile QUARTILE(C2:C48,3) 1709 $ thousands

Twenty-five percent of the restaurants have an average sales per unit less than or equal to the first quartile and Seventy-five percent of the restaurants have an average sales per unit greater than or equal to the third quartile.

c) To draw the Boxplot we need to calculate the following.

Formulas
Minimium 207
First quartile QUARTILE(C2:C48,1) 881
Median MEDIAN(C2:C48) 1103
Third quartile QUARTILE(C2:C48,3) 1646
Maximum 3158

Median=(n+1)/2=(47+1)/2=48/2=24th value in the data set is the median. In the first table above , i have marked median in red colour.

From the above graph, we can see there are no outliers.

d)Let us find the average sales segment wise and its screenshot is as follows.

Segment Average Sales per unit($1,000s)
Burger 1450.77
Chicken 1456.56
Mexican 1329.00
Pizza/Pasta 729.50
Sandwich 1280.17
Snacks 1087.50

The segment with lowest average sales per unit is Pizza/Pasta.


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