Reference no: EM133644981

Problem Solving: Methods and Analysis

Instructions:
There are 2 parts (both mandatory) as below:
Prepare a research proposal as per given guidelines
Perform data analysis and report your results as per given guidelines
Word limit (Total): 2000 words (End-references and appendices are not included in the word count.)

Assessment Criteria:
Content: relevance, focus and coverage
Reading and Research: demonstration of independent reading that includes scholarly refereed journal articles and use of a range of sources
Format, Structure and/or Use of relevant tables, graphs and data: clear, neat, within word limits, logic
Quality of argument: evidence of understanding, judgement, originality, logic and synthesis, critical thinking, analysis and exposition
Quality of communication: language and clarity; bibliography and referencing; Harvard referencing system.

Part 1: Research proposal
It should include the following sub-headings:

Title:

This should represent the content of your proposal.

Research topic:

You have to briefly explain your research topic and why it is relevant. It may be a problem which needs a solution or a question which needs an answer or a theory which needs further development.

Literature review:

Discuss the literature relevant to your research topic and reference them (in Harvard format). A minimum of 5 references are needed. Explain how your topic fits in the debate. Explain how your topic will contribute to the existing literature.

Proposed data type and collection techniques:

Explain whether you plan to use primary or secondary data. Also elaborate on the source of the data and the proposed collection techniques which will be used to obtain the data.

Proposed methodology:

Explain your research design, the proposed methodology and the reason for choosing the same.

Part 2: Data analysis

Using any data analysis tool of your choice, examine the case-study and answer the questions below:

The Dow Jones Industrial Average (DJIA) and the Standard & Poor (S&P) 500 Index are both used as measures of overall movement in the stock market. The DJIA is based on the price movements of 30 large companies; the S&P 500 is an index composed of 500 stocks. Some say the S&P 500 is a better measure of stock market performance because it is broader based. The closing price for the DJIA and the S&P 500 for 10 weeks, beginning with 22 September, 2019 are shown (Barron's July 24, 2020)

Date	Dow Jones	S&P 500
22-Sep	26,820	2,962
29-Sep	26,574	2,952
06-Oct	26,817	2,970
13-Oct	26,770	2,986
20-Oct	26,958	3,023
27-Oct	27,347	3,067
03-Nov	27,681	3,093
10-Nov	28,005	3,120
17-Nov	27,876	3,110
24-Nov	28,051	3,141

Note: Consider DJIA as the independent variable

1. Develop a scatter diagram for these data and interpret the same.

2. Compute the sample correlation coefficient for these data.

3. Are they poorly correlated, or do they have a close association?

4. Develop the least squares estimated regression equation

5. Compute the coefficient of Determination? Would you recommend the regression model for the purpose of estimation?