Question

In: Statistics and Probability

You would like to determine if a prospective customer is more likely to purchase a product...

You would like to determine if a prospective customer is more likely to purchase a product after viewing a promotional advertisement for that product. You have the following data from the focus group.

Customer Likely to Purchase Likely to Purchase After Promotion
A 54 61
B 39 40
C 62 57
D 78 80
E 90 93
F 25 44
G 35 40

Conduct a hypothesis test using a 0.05 level of significance. Remember to show your work and indicate your conclusion.

Solutions

Expert Solution

Given that,
null, H0: Ud = 0
alternate, H1: Ud < 0
level of significance, α = 0.05
from standard normal table,left tailed t α/2 =1.943
since our test is left-tailed
reject Ho, if to < -1.943
we use Test Statistic
to= d/ (S/√n)
where
value of S^2 = [ ∑ di^2 – ( ∑ di )^2 / n ] / ( n-1 ) )
d = ( Xi-Yi)/n) = -4.571
We have d = -4.571
pooled variance = calculate value of Sd= √S^2 = sqrt [ 474-(-32^2/7 ] / 6 = 7.39
to = d/ (S/√n) = -1.636
critical Value
the value of |t α| with n-1 = 6 d.f is 1.943
we got |t o| = 1.636 & |t α| =1.943
make Decision
hence Value of |to | < | t α | and here we do not reject Ho
p-value :left tail - Ha : ( p < -1.6364 ) = 0.07644
hence value of p0.05 < 0.07644,here we do not reject Ho
ANSWERS
---------------
null, H0: Ud = 0
alternate, H1: Ud < 0
test statistic: -1.636
critical value: reject Ho, if to < -1.943
decision: Do not Reject Ho
p-value: 0.07644
we do not have enough evidence to support the claim that if a prospective customer is more likely to purchase a product after viewing a promotional advertisement for that product.


Related Solutions

12) Lockwood Company would like to purchase a production machine for $100,000. It is likely to...
12) Lockwood Company would like to purchase a production machine for $100,000. It is likely to bring in after-tax cash inflows of $40,000 in year 1, $45,000 in year 2, $50,000 in year 3, and $35,000 in year 4. HINT: USE EXCEL function A) Calculate the Internal Rate of Return (IRR) of the production machine when the discount rate (hurdle rate) is 8%. B) Should the company accept this proposal?
Determine whether each of the following topics would more likely to be studied in microeconomics or...
Determine whether each of the following topics would more likely to be studied in microeconomics or macroeconomics. Microeconomics Macroeconomics How a change in interest rates by the Federal Reserve impacts unemployment The government's decision on how much to spend on public projects The effect of government regulation on a business firm’s costs and prices
Are you more likely to purchase a brand mentioned by an athlete on a social media...
Are you more likely to purchase a brand mentioned by an athlete on a social media site? According to Catalyst Digital Fan Engagement survey, 53% of social media sports fans would make such a purchase. A) Suppose that the survey had a sample size of n=500. Construct a 95% confidence interval estimate for the population proportion of social media sports fans that would more likely purchase a brand mentioned by an athlete on a social media site. B) Based on...
Suppose we would like to determine if the typical amount spent per customer for dinner at...
Suppose we would like to determine if the typical amount spent per customer for dinner at a new restaurant in town is more than $20.00. A sample of 49 customers over a three-week period was randomly selected and the average amount spent was $22.60. Assume that the standard deviation is known to be $2.50. Using a 0.02 level of significance, would we conclude the typical amount spent per customer is more than $20.00?
Determine an asset you would like to purchase (car, home, boat, etc) by making payments. Find...
Determine an asset you would like to purchase (car, home, boat, etc) by making payments. Find out the selling price, interest rate, and number of payments (annual or monthly payments, you decide and adjust accordingly).  Create an amortization table of the loan that shows the portion of interest and principal of each payment. What is the total amount of interest that you will have paid at the end of the loan term? Create a Stacked Column chart that shows both interest...
Microeconomics and macroeconomics Determine whether each of the following topics would more likely be studied in...
Microeconomics and macroeconomics Determine whether each of the following topics would more likely be studied in microeconomics or macroeconomics. Microeconomics Macroeconomics The effect of federal government spending on the national unemployment rate A consumer's optimal choice when buying a flat-screen TV The effect of government regulation on a monopolist's production decisions
Determine whether each of the following topics would more likely to be studied in microeconomics or macroeconomics.
 Determine whether each of the following topics would more likely to be studied in microeconomics or macroeconomics.                                                                   Microeconomics Macroeconomics The effects of the internet on the pricing of used cars The effect of government regulation on a business firm's costs and prices The government's decision on how much to spend on...
1. Suppose we would like to determine if the typical amount spent per customer for dinner...
1. Suppose we would like to determine if the typical amount spent per customer for dinner at a new restaurant in town is more than $20.00.  A sample of 49 customers over a three-week period was randomly selected and the average amount spent was $22.60.  Assume that the standard deviation is known to be $2.50. •Using a 95% confidence level of significance, would we conclude the typical amount spent per customer is more than $20.00? •Discuss your interpretation of your findings. 2....
You are a business owner of a firm that services trucks. A customer would like to...
You are a business owner of a firm that services trucks. A customer would like to rent a truck from you for one week, while you service his truck. You must decide whether or not to rent him a truck. You have an extra truck that you will not use for any other purpose during this week. This truck is leased for a full year from another company for $300/ week plus $.50 for every mile driven. You also have...
You are a business owner of a firm that services trucks. A customer would like to...
You are a business owner of a firm that services trucks. A customer would like to rent a truck from you for one week, while you service his truck. You must decide whether or not to rent him a truck. You have an extra truck that you will not use for any other purpose during this week. This truck is leased for a full year from another company for $300/ week plus $.50 for every mile driven. You also have...
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT