HOLMES INSTITUTE

FACULTY OF

HIGHER EDUCATION

Assessment Details and Submission Guidelines

Trimester T2 2019

Unit Code HI6007

Unit Title Statistics and Research Methods for Business Decision Making

Assessment Type Assessment 2

Assessment Title Group Assignment

Purpose of the assessment (with ULO Mapping) Students are required to show the understanding of the principles and techniques of business research and statistical analysis taught in the course.

Weight 30 % of the total assessments

Total Marks 30

Word limit N/A

Due Date Lecture 10

Submission Guidelines • All work must be submitted on Blackboard by the due date along with a completed Assignment Cover Page.

• The assignment must be in MS Word format, no spacing, 12-pt Arial font and 2 cm margins on all four sides of your page with appropriate section headings and page numbers.

• Reference sources must be cited in the text of the report, and listed appropriately at the end in a reference list using Harvard referencing style.

HI6007 STATISTICS AND RESEARCH METHODS FOR BUSINESS DECISION MAKING GROUP ASSIGNMENT

Assignment Specifications

Purpose:

This assignment aims at Understand various qualitative and quantitative research methodologies and techniques, and other general purposes are:

1. Explain how statistical techniques can solve business problems

2. Identify and evaluate valid statistical techniques in a given scenario to solve business problems

3. Explain and justify the results of a statistical analysis in the context of critical reasoning for a business problem solving

4. Apply statistical knowledge to summarize data graphically and statistically, either manually or via a computer package

5. Justify and interpret statistical/analytical scenarios that best fits business solution

Assignment Structure should be as the following:

This is an applied assignment. Students have to show that they understand the principles and techniques taught in this course. Therefore students are expected to show all the workings, and all problems must be completed in the format taught in class, the lecture notes or prescribed text book. Any problems not done in the prescribed format will not be marked, regardless of the ultimate correctness of the answer.

(Note: The questions and the necessary data are provided under “Assignment and Due date” in the Blackboard.)

Instructions:

• Your assignment must be submitted in WORD format only!

• When answering questions, wherever required, you should copy/cut and paste the Excel output (e.g., plots, regression output etc.) to show your working/output.

• Submit your assignment through Safe-Assign in the course website, under the Assignments and due dates, Assignment Final Submission before the due date.

• You are required to keep an electronic copy of your submitted assignment to re-submit, in case the original submission is failed and/or you are asked to resubmit.

• Please check your Holmes email prior to reporting your assignment mark regularly for possible communications due to failure in your submission.

Important Notice:

All assignments submitted undergo plagiarism checking; if found to have cheated, all involving submissions would receive a mark of zero for this assessment item.

Please read below information carefully and respond all questions listed.

Question 1

The planet may be threatened by climate change due to unsustainable activities, possibly caused by burning fossil fuels (petroleum, natural gas and coal) that produce carbon dioxide (CO2). The table stored in file CO2 EMISSIONS.XLSX (in the course website) lists the top 15 producers of CO2 (millions of metric tonnes) from fossil fuels in 2009 and 2013. Using this data, answer the questions below.

(4 Marks)

(a) Use an appropriate graphical technique to compare the amount of CO2 emissions (in millions of metric tonnes) in 2009 and 2013, broken down by the producer countries.

(1 mark)

(b) Use an appropriate graphical technique to compare the percentage value of the amount of CO2 emissions (in %) in 2009 and 2013, broken down by the producer countries.

(1 mark)

(c) Comment your observations in parts (a) and (b). (2 marks)

Question 2.

The amount of time (in seconds) needed for assembly-line workers to complete a weld at a car

assembly plant in Adelaide was recorded for 40 workers. (8 Marks)

59 60 81 74 68 66 49 76 63 67

69 35 65 61 43 72 83 65 69 70

54 61 38 92 72 74 55 63 69 73

75 47 60 62 68 51 71 73 68 99

a. Construct a frequency distribution and a relative frequency distribution for the data.

(2 marks)

b. Construct a cumulative frequency distribution and a cumulative relative frequency distribution for the data. (2 marks)

c. Plot a relative frequency histogram for the data. (1 mark)

d. Construct an ogive for the data. (1 mark)

e. What proportion of the data is less than 65? (1 mark)

f. What proportion of the data is more than 75? (1mark)

Use following class intervals to answer the above questions

Classes Frequency Relative Frequency Cumulative Frequency Cumulative Relative

Frequency

35 - 44

45 - 54

55 - 64

65 - 74

75 - 84

85 - 94

95 - 104

Question 3. (18 Marks)

Because inflation reduces the purchasing power of the dollar, investors seek investments that will provide protection against inflation; that is, investments that will provide higher returns when inflation is higher. It is frequently stated that ordinary shares provide just such a hedge against inflation. The annual Australian inflation rate (as measured by percentage changes in the consumer price index) and the annual All-Ordinaries Index from 1995 to 2015 are stored in file INFLATION.XLSX (in the course website).

Using EXCEL, answer below questions:

a. Using an appropriate graphical descriptive measure (relevant for time series data) describe the two variables. (1 mark)

b. Use an appropriate plot to investigate the relationship between RATE OF INFLATION and ALLORDINARIES INDEX. Briefly explain the selection of each variable on the X and Y axes and why?

(2 marks)

c. Prepare a numerical summary report about the data on the two variables by including the summary measures, mean, median, range, variance, standard deviation, and coefficient of variation, smallest and largest values, and the three quartiles, for each variable.

(3 marks)

d. Calculate the coefficient of correlation (r) between RATE OF

INFLATION and ALL-ORDINARIES INDEX. Then, interpret it. (2 marks)

e. Estimate a simple linear regression model and present the estimated linear equation. Then, interpret the coefficient estimates of the linear model. (4 marks)

f. Determine the coefficient of determination R2 and interpret it. (2 marks)

g. Test the significance of the relationship at the 5% significance level. (3 marks)

h. What is the value of the standard error of the estimate (se). Then, comment on the fitness of the linear regression model? (1 mark) Marking criteria

Marking criteria Weighting

1. CO2 Emission analysis:

a) Appropriate graphical technique for comparing the values

b) Appropriate graphical technique for comparing the percentage values

c) Comparing a and b 4 marks

1 mark

1 mark

2 marks

2. Analysis of time of assembly:

a) Appropriate frequency distribution

b) Appropriate cumulative frequency distribution

c) Histogram

d) Ogive

e) and f) Proportion 8 marks

2 marks

2 marks

1 mark

1 mark

2 marks

3. Estimation and testing significance level:

a) Descriptive measure

b) Scatter plot

c) Numerical summary report

d) Correlation coefficient

e) Estimating regression line

f) Estimating coefficient of determination

g) Testing significance

h) Standard error 18 marks

1 mark

2 marks

3 marks

2 marks

4 marks

2 marks

3 marks

1 mark

TOTAL Weight 30%

Assessment Feedback to the Student:

Marking Rubric

Excellent Very Good Good Satisfactory Unsatisfactory

CO2 Emission analysis Demonstration of outstanding knowledge on descriptive

techniques

Demonstration of very good knowledge on descriptive

techniques

Demonstration of good knowledge on descriptive

techniques

Demonstration of basic knowledge on descriptive

techniques

Demonstration of poor knowledge on

descriptive

techniques

Analysis of time of assembly Demonstration of outstanding knowledge on descriptive

measures

Demonstration of very good knowledge on descriptive

measures

Demonstration of good knowledge on descriptive

measures

Demonstration of basic knowledge on descriptive

measures

Demonstration of poor knowledge on

descriptive

measures

Estimation and testing significance

level Demonstration of outstanding knowledge on correlation and

regression analysis

Demonstration of very good knowledge on correlation and regression

analysis

Demonstration of good knowledge on correlation and regression

analysis

Demonstration of basic knowledge on correlation and regression

analysis

Demonstration of poor knowledge on correlation and

regression analysis

FACULTY OF

HIGHER EDUCATION

Assessment Details and Submission Guidelines

Trimester T2 2019

Unit Code HI6007

Unit Title Statistics and Research Methods for Business Decision Making

Assessment Type Assessment 2

Assessment Title Group Assignment

Purpose of the assessment (with ULO Mapping) Students are required to show the understanding of the principles and techniques of business research and statistical analysis taught in the course.

Weight 30 % of the total assessments

Total Marks 30

Word limit N/A

Due Date Lecture 10

Submission Guidelines • All work must be submitted on Blackboard by the due date along with a completed Assignment Cover Page.

• The assignment must be in MS Word format, no spacing, 12-pt Arial font and 2 cm margins on all four sides of your page with appropriate section headings and page numbers.

• Reference sources must be cited in the text of the report, and listed appropriately at the end in a reference list using Harvard referencing style.

HI6007 STATISTICS AND RESEARCH METHODS FOR BUSINESS DECISION MAKING GROUP ASSIGNMENT

Assignment Specifications

Purpose:

This assignment aims at Understand various qualitative and quantitative research methodologies and techniques, and other general purposes are:

1. Explain how statistical techniques can solve business problems

2. Identify and evaluate valid statistical techniques in a given scenario to solve business problems

3. Explain and justify the results of a statistical analysis in the context of critical reasoning for a business problem solving

4. Apply statistical knowledge to summarize data graphically and statistically, either manually or via a computer package

5. Justify and interpret statistical/analytical scenarios that best fits business solution

Assignment Structure should be as the following:

This is an applied assignment. Students have to show that they understand the principles and techniques taught in this course. Therefore students are expected to show all the workings, and all problems must be completed in the format taught in class, the lecture notes or prescribed text book. Any problems not done in the prescribed format will not be marked, regardless of the ultimate correctness of the answer.

(Note: The questions and the necessary data are provided under “Assignment and Due date” in the Blackboard.)

Instructions:

• Your assignment must be submitted in WORD format only!

• When answering questions, wherever required, you should copy/cut and paste the Excel output (e.g., plots, regression output etc.) to show your working/output.

• Submit your assignment through Safe-Assign in the course website, under the Assignments and due dates, Assignment Final Submission before the due date.

• You are required to keep an electronic copy of your submitted assignment to re-submit, in case the original submission is failed and/or you are asked to resubmit.

• Please check your Holmes email prior to reporting your assignment mark regularly for possible communications due to failure in your submission.

Important Notice:

All assignments submitted undergo plagiarism checking; if found to have cheated, all involving submissions would receive a mark of zero for this assessment item.

Please read below information carefully and respond all questions listed.

Question 1

The planet may be threatened by climate change due to unsustainable activities, possibly caused by burning fossil fuels (petroleum, natural gas and coal) that produce carbon dioxide (CO2). The table stored in file CO2 EMISSIONS.XLSX (in the course website) lists the top 15 producers of CO2 (millions of metric tonnes) from fossil fuels in 2009 and 2013. Using this data, answer the questions below.

(4 Marks)

(a) Use an appropriate graphical technique to compare the amount of CO2 emissions (in millions of metric tonnes) in 2009 and 2013, broken down by the producer countries.

(1 mark)

(b) Use an appropriate graphical technique to compare the percentage value of the amount of CO2 emissions (in %) in 2009 and 2013, broken down by the producer countries.

(1 mark)

(c) Comment your observations in parts (a) and (b). (2 marks)

Question 2.

The amount of time (in seconds) needed for assembly-line workers to complete a weld at a car

assembly plant in Adelaide was recorded for 40 workers. (8 Marks)

59 60 81 74 68 66 49 76 63 67

69 35 65 61 43 72 83 65 69 70

54 61 38 92 72 74 55 63 69 73

75 47 60 62 68 51 71 73 68 99

a. Construct a frequency distribution and a relative frequency distribution for the data.

(2 marks)

b. Construct a cumulative frequency distribution and a cumulative relative frequency distribution for the data. (2 marks)

c. Plot a relative frequency histogram for the data. (1 mark)

d. Construct an ogive for the data. (1 mark)

e. What proportion of the data is less than 65? (1 mark)

f. What proportion of the data is more than 75? (1mark)

Use following class intervals to answer the above questions

Classes Frequency Relative Frequency Cumulative Frequency Cumulative Relative

Frequency

35 - 44

45 - 54

55 - 64

65 - 74

75 - 84

85 - 94

95 - 104

Question 3. (18 Marks)

Because inflation reduces the purchasing power of the dollar, investors seek investments that will provide protection against inflation; that is, investments that will provide higher returns when inflation is higher. It is frequently stated that ordinary shares provide just such a hedge against inflation. The annual Australian inflation rate (as measured by percentage changes in the consumer price index) and the annual All-Ordinaries Index from 1995 to 2015 are stored in file INFLATION.XLSX (in the course website).

Using EXCEL, answer below questions:

a. Using an appropriate graphical descriptive measure (relevant for time series data) describe the two variables. (1 mark)

b. Use an appropriate plot to investigate the relationship between RATE OF INFLATION and ALLORDINARIES INDEX. Briefly explain the selection of each variable on the X and Y axes and why?

(2 marks)

c. Prepare a numerical summary report about the data on the two variables by including the summary measures, mean, median, range, variance, standard deviation, and coefficient of variation, smallest and largest values, and the three quartiles, for each variable.

(3 marks)

d. Calculate the coefficient of correlation (r) between RATE OF

INFLATION and ALL-ORDINARIES INDEX. Then, interpret it. (2 marks)

e. Estimate a simple linear regression model and present the estimated linear equation. Then, interpret the coefficient estimates of the linear model. (4 marks)

f. Determine the coefficient of determination R2 and interpret it. (2 marks)

g. Test the significance of the relationship at the 5% significance level. (3 marks)

h. What is the value of the standard error of the estimate (se). Then, comment on the fitness of the linear regression model? (1 mark) Marking criteria

Marking criteria Weighting

1. CO2 Emission analysis:

a) Appropriate graphical technique for comparing the values

b) Appropriate graphical technique for comparing the percentage values

c) Comparing a and b 4 marks

1 mark

1 mark

2 marks

2. Analysis of time of assembly:

a) Appropriate frequency distribution

b) Appropriate cumulative frequency distribution

c) Histogram

d) Ogive

e) and f) Proportion 8 marks

2 marks

2 marks

1 mark

1 mark

2 marks

3. Estimation and testing significance level:

a) Descriptive measure

b) Scatter plot

c) Numerical summary report

d) Correlation coefficient

e) Estimating regression line

f) Estimating coefficient of determination

g) Testing significance

h) Standard error 18 marks

1 mark

2 marks

3 marks

2 marks

4 marks

2 marks

3 marks

1 mark

TOTAL Weight 30%

Assessment Feedback to the Student:

Marking Rubric

Excellent Very Good Good Satisfactory Unsatisfactory

CO2 Emission analysis Demonstration of outstanding knowledge on descriptive

techniques

Demonstration of very good knowledge on descriptive

techniques

Demonstration of good knowledge on descriptive

techniques

Demonstration of basic knowledge on descriptive

techniques

Demonstration of poor knowledge on

descriptive

techniques

Analysis of time of assembly Demonstration of outstanding knowledge on descriptive

measures

Demonstration of very good knowledge on descriptive

measures

Demonstration of good knowledge on descriptive

measures

Demonstration of basic knowledge on descriptive

measures

Demonstration of poor knowledge on

descriptive

measures

Estimation and testing significance

level Demonstration of outstanding knowledge on correlation and

regression analysis

Demonstration of very good knowledge on correlation and regression

analysis

Demonstration of good knowledge on correlation and regression

analysis

Demonstration of basic knowledge on correlation and regression

analysis

Demonstration of poor knowledge on correlation and

regression analysis

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