Question

A manager of a local coffee shop analyzes the relationship between advertising and sales by reviewing...

A manager of a local coffee shop analyzes the relationship between advertising and sales by reviewing the store’s data for the previous six months.

Advertising (in $100s) Sales (in $1,000s)
20 15
25 18
30 20
22 16
27 19
26 20
a.

Calculate the mean of advertising and the mean of sales. (Round your answers to 2 decimal places.)

             Mean
  Advertising   
  Sales   
b.

Calculate the standard deviation of advertising and the standard deviation of sales. (Round your answers to 2 decimal places.)

     Standard Deviation
  Advertising      
  Sales      
c-1. Calculate the covariance between advertising and sales. (Round your answer to 2 decimal places.)
  Covariance   
c-2.

Interpret the covariance between advertising and sales.

  • Positive correlation

  • Negative correlation

  • No correlation

d-1.

Calculate the correlation coefficient between advertising and sales. (Round your answer to 2 decimal places.)

  Correlation coefficient   
d-2.

Interpret the correlation coefficient between advertising and sales.

  • No correlation

  • Strong positive correlation

  • Weak negative correlation

  • Weak positive correlation

  • Strong negative correlation

Homework Answers

Answer #1

Answer:

By using Excel functions:

a)

Advertising data is from B2:B7 and sales data is from C2:C7

To get averge of advertising

=AVERAGE(B2:B7)

=25

To get averge of sales

=AVERAGE(C2:C7)

=18

             Mean

  Advertising

25

  Sales   

18

b)

To get stddev for advertsing

=STDEV.S(B2:B7)

=3.577709

To get std. dev for sales

= STDEV.S(C2:C7)

= 2.097618 = 2.10

Standarddeviation

Advertising

3.58

Sales

2.10

c 1)

use excel function covariance =

= COVARIANCE.S(B2:B7;C2:C7)

= 7

c 2)

Positive Correlation

d 1)

Correlation Coefficient = CORREL(B2:B7;C2:C7)

= 0.9327 = 0.93

d 2)

Strong positive correlation

Know the answer?
Your Answer:

Post as a guest

Your Name:

What's your source?

Earn Coins

Coins can be redeemed for fabulous gifts.

Not the answer you're looking for?
Ask your own homework help question
Similar Questions
A manager of a local coffee shop analyzes the relationship between advertising and sales by reviewing...
A manager of a local coffee shop analyzes the relationship between advertising and sales by reviewing the store’s data for the previous six months. Advertising (in $100s) Sales (in $1,000s) 20 15 25 18 30 20 22 16 27 19 26 20 a. Calculate the mean of advertising and the mean of sales. (Round your answers to 2 decimal places.)              Mean   Advertising      Sales    b. Calculate the standard deviation of advertising and the standard deviation of sales. (Round your...
A manager at a retail store analyzes the relationship between advertising (in $100's) and sales (in...
A manager at a retail store analyzes the relationship between advertising (in $100's) and sales (in $1000's) by reviewing the store's data for the previous six months. (please show step by step work) Advertising ($100's) Sales ($1,000's) 20 15 25 18 30 20 22 16 27 19 26 20 A) Calculate the mean of advertising and the mean of sales B ) Calculate the standard deviation of advertising and the standard deviation of sales C) Calculate and interpret the covariance...
A) Two variables have a high covariance. This means the two variables have a strong relationship....
A) Two variables have a high covariance. This means the two variables have a strong relationship. T/F B) For a variable x, the sample mean is 8 and the sample standard deviation is 2. One of the observations is 15. Is this observation an outlier? Group of answer choices Yes, the z-score is greater than 3 No, the z-score is between -3 and 3 Yes, the z-score is between -3 and 3 No, the z-score is less than -3 C)...
A local grocery store wants to predict the monthly sales in dollars. The manager believes that...
A local grocery store wants to predict the monthly sales in dollars. The manager believes that the amount of newspaper advertising significantly affects the store sales. The manager randomly selects 10 months of data consisting of monthly grocery store sales (in thousands of dollars) and advertising expenditures (in thousands of dollars). See the following data: Is there a linear relationship between sales and the advertising expenditures? if yes, is it positive or negative? is this relationship strong? use the correlation...
For the following data​ (a) display the data in a scatter​ plot, (b) calculate the correlation...
For the following data​ (a) display the data in a scatter​ plot, (b) calculate the correlation coefficient​ r, and​ (c) make a conclusion about the type of correlation. The ages​ (in years) of 6 children and the number of words in their vocabulary. ​(b) The correlation coefficient r is nothing. ​(Round to three decimal places as​ needed.) ​(c) Which of the following best describes the type of correlation that exists between age and vocabulary​ size? A. Weak positive linear correlation...
Bi-lo Appliance Stores has outlets in several large metropolitan areas in New England. The general sales...
Bi-lo Appliance Stores has outlets in several large metropolitan areas in New England. The general sales manager plans to air a commercial for a digital camera on selected local TV stations prior to a sale starting on Saturday and ending Sunday. She plans to get the information for Saturday-Sunday digital camera sales at the various outlets and pair them with the number of times the advertisement was shown on the local TV stations. The purpose is to find whether there...
Bi-lo Appliance Stores has outlets in several large metropolitan areas in New England. The general sales...
Bi-lo Appliance Stores has outlets in several large metropolitan areas in New England. The general sales manager plans to air a commercial for a digital camera on selected local TV stations prior to a sale starting on Saturday and ending Sunday. She plans to get the information for Saturday-Sunday digital camera sales at the various outlets and pair them with the number of times the advertisement was shown on the local TV stations. The purpose is to find whether there...
For the following data​ (a) display the data in a scatter​ plot, (b) calculate the correlation...
For the following data​ (a) display the data in a scatter​ plot, (b) calculate the correlation coefficient​ r, and​ (c) make a conclusion about the type of correlation. The ages​ (in years) of six children and the number of words in their vocabulary Choose the correct scatter plot ​(b) The correlation coefficient r is ____ ​(Round to three decimal places as​ needed.) ​(c) Which of the following best describes the type of correlation that exists between age and vocabulary​ size?...
A sales manager for an advertising agency believes there is a relationship between the number of...
A sales manager for an advertising agency believes there is a relationship between the number of contacts that a salesperson makes and the amount of sales dollars earned. A regression analysis shows the following results: Coefficients Standard Error t Stat p value Intercept −12.201 6.560 −1.860 0.100 Number of contacts 2.195 0.176 12.505 0.000 ANOVA df SS MS F Significance F Regression 1.00 13555.42 13555.42 156.38 0.00 Residual 8.00 693.48 86.68 Total 9.00 14248.90 Additional information needed to perform the...
For the following data​ (a) display the data in a scatter​ plot, (b) calculate the correlation...
For the following data​ (a) display the data in a scatter​ plot, (b) calculate the correlation coefficient​ r, and​ (c) make a conclusion about the type of correlation. The ages​ (in years) of six children and the number of words in their vocabulary Age, x Vocabulary size, y 1 300 2 700 3 1000 4 1450 5 2100 6 2400 make a scatter plot based on this ​(b) The correlation coefficient r is ____? ​(Round to three decimal places as​...
ADVERTISEMENT
Need Online Homework Help?

Get Answers For Free
Most questions answered within 1 hours.

Ask a Question
ADVERTISEMENT