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Investigate data mining/computational/statistical simulation problems and applications that interests them.
The projects should apply data mining and computational statistics techniques learned during the course to real-world problems. Techniques other than those within the course syllabus can also be used, but we strongly recommend having a short discussion with the instructors before deciding to use the chosen technique/methodology.
Data for these projects can be obtained from various internet sites, developed by students or delivered by the instructors (and listed in a separate document).
R is a compulsory tool to be used within the projects. In what follow you will find a tentative list of possible topics which will be updated continuously in the next days.
FINANCE
• Bank customer credit scoring and profiling • Stock market classification and forecasting • Principal component regression of time series with many predictors • Random variable generation for forecasting • Credit card fraud detection
How much time in total will the cashier be idle and how many customers on average are waiting in line to pay?
What is the score of Telephone, what is the score of Cellular and what is the score of Cable
business research report proposal final research proposal the final research proposal will consist of the following
The factor rating method that we learned during the class, which site should Dynaco use based on the above information?
Develop and provide the linear regression equation for the damage given the inventory level using the appropriate independent and dependent variables.
Enter the following data into SPSS and calculate the correlation matrix for all four variables. Identify which correlations are significant and state and interpret your findings. Report significant correlation coefficients and p values.
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Company has an unlevered beta of 1.10, no debt, but is considering changing it's capital structure to be 30% debt and 70% equity, corporate tax rate is 40%, what is the levered beta?
What are the intercompany transactions that USAco must price at arm's length? What compliance techniques may USAco employ to minimize the risk of a transfer pricing penalty?
Of the three research designs types (exploratory, formalized, and casual), which would you use to assess the effectiveness of an aspect of your job? Explain.
Why use statistics in business research, and what is its role? How can the concept of variance and standard deviation be applied to solving a real world business-related problem? Include a specific example from business. Explain.
Is it acceptable for a researcher to refrain from reporting the use of highly sophisticated statistical analysis and opt for simpler forms of analysis? Explain.
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