Calculate the test statistic based on the sample information

Assignment Help Applied Statistics
Reference no: EM131754158

Problems -

For each of the 7 problems you must do the following steps:

A) State which test you are using and why you should use that test.

B) State the hypotheses (Remember to use the Greek letters, when appropriate).

C) State the rejection rule for your hypothesis test based on the critical value.

D) Calculate the test statistic based on the sample information.

E) Calculate the p-value.

F) State your decision made AND your conclusion in the context of the problem.

G) State the type of error you may have made.

Problem 1 - Anita's nursery specializes in residential custom designed landscapes. The labor cost associated with a project is based on the number of plantings for the trees, shrubs, etc. Managers use 2 hours of labor for planting a medium sized tree. A sample of 19 plantings from the last month were as follows (in hours).

1.9  1.7  2.8  2.4  2.6  2.5  2.8  3.2  1.6  2.5  1.7  1.9  2.3  2.6  2.4  1.7  2.1  2.3  2.5

Use a .05 level of significance to test whether the mean tree planting time exceeds 2 hours. What recommendations would you make to the managers in terms of the planting time for medium trees?

Problem 2 - To investigate savings from buying store brand products versus name brand products, Dr. K and his graduate assistant shopped for a list of items at the local Moorer's Market. One cart was filled with the national brand products and the other cart was filled with the store brand of the same sized items. The cart contents are shown below.

Product purchased

National brand item price ($)

Store brand item price ($)

Ketchup

1.69

.79

Coffee

2.79

1.59

Soda

2.79

1.64

Paper towels

1.39

.50

Ice cream

3.99

2.59

Cheese

3.99

2.99

Spaghetti

.89

.53

Butter

2.39

1.69

White rice

3.99

1.99

Vegetable oil

2.19

1.69

Use alpha = .05 to determine if the store brand prices is significantly less than the national brand prices.

Problem 3 - Starting annual salaries for new graduates entering the work force were collected for 12 public accountants and 14 financial planners. The data (in thousands of dollars) is shown below.

Public Accountant

Financial Planner

30.6

31.6

31.2

26.6

28.9

25.5

35.2

25.0

25.1

25.9

33.2

32.9

31.3

26.9

35.3

25.8

31.0

27.5

30.1

29.6

29.9

23.9

24.4

26.9

 

24.4
  25.5

With an alpha = .05, test to determine if there is a significant difference between the mean starting salaries for the 2 different professions.

Problem 4 - In a test of the quality of 2 different tv commercials, each one was shown in a separate test area 10 times in a week long study. The following week, a phone survey was conducted to see which people had seen the commercials. People who had seen the commercials were asked to recall the primary message for that commercial. The data is shown below.

Commercial

# who saw the commercial

# who recalled the primary message of the commercial

A

150

63

B

200

50

With a significance level of .05, test to see if the proportion of people who were able to recall the primary message from commercial A was greater than the proportion of people who were able to recall the primary message from commercial B.

Problem 5 - A cat food company wants to expand its product line beyond its current kidney and shrimp based cat foods. The company is considering 3 new flavors, including Chicken liver, Salmon and Beef. A sample of 50 cats from a local animal shelter was selected for the experiment. Ten cats were randomly assigned to each of 5 flavors. Each cat was presented with 3 ounces of cat food and the numbers recorded below are the number of ounces of food consumed by the cat within 10 minutes. With alpha = .05, is there evidence of a difference in the mean amount of food eaten among the 5 flavors considered? Do a complete and thorough analysis of the data using SPSS. What are your conclusions about the 5 flavors? Based on your analysis, what should the company do?

Kidney

Shrimp

Chicken Liver

Salmon

Beef

2.37

2.26

2.29

1.79

2.09

2.62

2.69

2.23

2.33

1.87

2.31

2.25

2.41

1.96

1.67

2.47

2.45

2.68

2.05

1.64

2.59

2.34

2.25

2.26

2.16

2.62

2.37

2.17

2.24

1.75

2.34

2.22

2.37

1.96

1.18

2.47

2.56

2.26

1.58

1.92

2.45

2.36

2.45

2.18

1.32

2.32

2.59

2.57

1.93

1.94

Problem 6 - Where people turn to for their news could possibly vary by many different factors including age, gender, race, education level, etc. Information from a study is shown below for where different age groups primarily get their news.


Age groups



Media source for news

Under 36 years

36-50 years

50 + years

Local TV

107

119

133

National TV

73

102

127

Radio

85

97

109

Local Paper

22

59

107

Internet

135

73

56





At the .05 level of significance, is there evidence of a significant relationship between the age group and where people primarily get their news? If so, explain in detail. What are the managerial implications of this information? Explain.

Problem 7 - The business problem facing a consumer products company is to measure the effectiveness of different types of advertising media in the promotion of its products. Specifically, the company is interested in the effectiveness of radio and newspaper advertising (including the cost of discount coupons). During a one month test period, data were collected from a sample of 22 cities with approximately equal populations. Each city is allocated a specific expenditure level for radio advertising and for newspaper advertising. The sales of the product (in thousands of dollars) and also the levels of media expenditure (in thousands of dollars) during the test month are recorder and shown in the table below.

You are to do a complete and thorough analysis of this problem, as shown in class. Use SPSS or Excel and alpha = .05 for all tests.

Make sure that you state the regression model, explain how good the model is, state the relationships between the variables, interpret the coefficients, use the model to make a prediction, and assess whether or not any of the underlying model assumptions were met or violated.

Sales

Radio

Newspaper

973

0

40

1119

0

40

875

25

25

625

25

25

910

30

30

971

30

30

931

35

35

1177

35

35

882

40

25

982

40

25

1628

45

45

1577

45

45

1044

50

0

914

50

0

1329

55

25

1330

55

25

1405

60

30

1436

60

30

1521

65

35

1741

65

35

1866

70

40

1717

70

40

Attachment:- Assignment File.rar

Reference no: EM131754158

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Reviews

len1754158

12/7/2017 1:42:07 AM

Topic: Statistics, Detailed Question: I just need Problems 1-7. I need to answer A-G (explained on page 1) for each problem. I must show the excel or SPSS work. Please read the instructions page carefully pertaining to how the work must be submitted. I have attached the answer sheet and exam. Include the 7 hypothesis testing problems, each on a separate page, and attach them after this page. This page MUST be your cover page for your submitted final exam.

len1754158

12/7/2017 1:42:00 AM

For the 7 problems, you must show your solution process using SPSS or Excel, as illustrated in class. Don’t just write down an answer without any supporting work. No supporting work means no credit for that problem. Place ALL of your written FINAL answers in your Answer Sheet in the Word document. If you use Excel for any of the problem solutions, you MUST attach your Excel file along with your Word document. If you use SPSS for the problem solutions, you should copy the output from SPSS and paste it into your Word document. I want to see ALL of your FINAL answers on the answer sheet in Word.

len1754158

12/7/2017 1:41:52 AM

First, you should have a file for your computer work, if you are using Excel. This is where I will look for the proper calculations and templates. You may use either SPSS or Excel, except where noted. If using Excel, you should have a separate tab, clearly labeled for each of the problems. If you are using SPSS, you should Copy & Paste the SPSS output to your Word document following steps A-G for each problem. For example, if I am using SPSS for problem 1, I would list the steps A-G for problem 1 and then paste my SPSS output for problem 1 on the next page. Second, you should have a MS Word file for your written answers to the Multiple Choice questions and the 7 problems. YOU MUST USE THE ANSWER SHEET PROVIDED or you will receive a 25% point reduction. Please use a separate page for each of the problems (1 through 7). For each of the problems you should have the letters A through G listed (as shown above). Place your answer next to the letter.

len1754158

12/7/2017 1:41:45 AM

Make certain that you include your name in the file name for the files you are sending to me. The files should have your name followed by br 5210 final exam in their names. For example, i would name my files williamkasperskibr5210finalexam and have one file for any work done in excel and one file for word for the answer sheet and spss output.

len1754158

12/7/2017 1:41:38 AM

You MUST provide supporting work in order to receive full credit for the 7 problems. No supporting work means NO CREDIT. ALL OF YOUR DISCUSSION AND WRITTEN ANSWERS MUST APPEAR IN YOUR WORD DOCUMENT AND ONLY IN YOUR WORD DOCUMENT! You can copy and paste your output from SPSS into your Word document. Your Excel file (if you use Excel) should have a separate tab for each problem, with each tab properly named. You are to only include 2 files with your final exam submission, one Word document and one Excel file.

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