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STAT6003 Statistics For Financial Decisions

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Question:

  1. a) Analyse and present data graphically using spreadsheet software (Excel).
  2. b) Critically evaluate summary statistics against suitable benchmarks.
  3. c) Apply judgment to select appropriate methods of data analysis drawing on knowledge of regression analysis, probability, probability distributions and sampling distributions.
  4. d) Select and apply a range of data analysis tools to inform problem solving and decision making.
  5. e) Conduct quantitative research both individually and as part of a team and articulate and present findings to a wide range of stakeholders, from accounting and nonaccounting backgrounds.

Assignment tasks:

(1) Provide an introduction section on the rationale of your model , sample size, and the dependent and independent variables (including their unit of measurement) in this model.

(2) Plot the dependent variable against each independent variable using scatter plot/dot function in Excel. Describe the relationship from the plots.

(3) Present the full model in your assignment.

(4) Write down the least squares regression equation and correctly interpret the equation.

(5) Interpret the estimated coefficients of the regression model and discuss their sig values.

(6) What is the value of the coefficient of determination for the relationship between the dependent and independent variables. Interpret this value accurately and in a meaningful way.

(7) State the 95% confidence intervals for each parameters and interpret these intervals.

(8) Estimate the linear regression model to investigate the relationship between the market price and the land size in total number of square meters.

(9) Compare the original model (question 1) and re-estimated model (question 2) and evaluate the goodness of fit between them (Hint: Use R and Coefficient of determination to evaluate the goodness of fit of the model).

(10) Predict the market price of a house (in $) with a building area of 400 square meters.

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My Assignment Help (2021) Statistics For Financial Decisions [Online]. Available from: https://myassignmenthelp.com/free-samples/stat6003-statistics-for-financial-decisions/correlation-analysis-for-the-behavioral.html
[Accessed 23 April 2021].

My Assignment Help. 'Statistics For Financial Decisions' (My Assignment Help, 2021) <https://myassignmenthelp.com/free-samples/stat6003-statistics-for-financial-decisions/correlation-analysis-for-the-behavioral.html> accessed 23 April 2021.

My Assignment Help. Statistics For Financial Decisions [Internet]. My Assignment Help. 2021 [cited 23 April 2021]. Available from: https://myassignmenthelp.com/free-samples/stat6003-statistics-for-financial-decisions/correlation-analysis-for-the-behavioral.html.


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