Decision tree project, Risk Management

Assignment Help:

You work for a company that sells expensive equipment to other companies. The marketing director has closed on a substantial sale (for your company) but the customer has requested that the sale be done on a credit basis instead of being paid in full on delivery. In order to evaluate this request, you make the following assumptions:

  • If we deny the credit request, there is a 20% chance the customer will buy the machine with cash anyway.
  • If we grant the credit request, there is a 70% chance that the customer will be a good credit risk.
  • If we grant credit and the customer is a good credit risk, then the bill will be paid in full.

The issue that requires some analysis comes if we grant the credit request and the customer turns out to be a bad credit risk. In this case, your company has two options. First, we could continue to send the customer a bill and hope eventually to be paid. Under this option, we would receive all of the money with a probability of 10%, we would get only half the money with a probability of 20%, and we would get nothing with a probability of 70%. The second option would be to more actively pursue the collection of the amount owed. To take the necessary actions would cost the company about 20% of the amount the customer owes, regardless of what amount is eventually collected, as a payment to the company pursuing the collection. As before, the customer might pay all, half or nothing. The probabilities of these three outcomes are 30%, 50% and 20%, respectively. The machine the customer is considering sells for $80,000 and costs us $45,000 to make. Note that this means that the collection cost of the second option would be $20,000.

1.) Create a decision tree representation for this problem in Excel. What are the decision nodes, what are the chance nodes.

2.) What is the expected value of this customer order? What decisions lead to this value?

3.) Suppose that the probability that the customer will buy without being offered credit changes. Create a data table to show what decisions should be made for different probabilities.

4.) Suppose that the cost of the credit collection process changes. Create a data table to show what decisions should be made for different costs.

5.) Consider the first option for collections. Suppose that the probability for the customer paying in full ranges from 0% to 40%, and that the probability that they pay half ranges from 0% to 50%. Create a two-way data table and determine the value of the potential sale under the various possible conditions.

Part Two

In order to make a more informed decision, you decide to collect some sample information by talking to local CPA that knows a little about your potential customer. They can tell you that they think the customer is "strong" or "weak." They also tell you that out of the companies that were good risks, they rated 75% of them as strong. Of the companies that were bad risks, they rated only 15% as strong.

Assume that the collection probabilities of the two options are not affected by the sample information about the customer.

1.) Calculate the probability that the CPA will rate the customer strong. The probability of a weak rating.

2.) If the CPA gives you a strong rating, what are the probabilities about whether the customer is a good or bad credit risk. What are the probabilities if the CPA rates the customer as weak.

3.) Create a decision tree that incorporates the sample information. What are the best decisions to make? What is the expected value of the potential customer.

4.) What would you be willing to pay the CPA for the information about the customer?


Related Discussions:- Decision tree project

List principles of sensible risk management, Question 1: (a) List ten p...

Question 1: (a) List ten principles of sensible risk management. (b) There is a legal duty for employers to prevent ill-health which can be caused by work. Describe the step

How can risks be managed in the public sector, Question 1: i) How may ...

Question 1: i) How may risks be managed in the Public Sector? ii) Will e-government be an efficient means of providing financial information? Question 2: i) What a

Asset registration update, what are the risk management in an asset registe...

what are the risk management in an asset register that is not updated on a timely basis

Risk assessment, Scottie is a professional basketball player who plans to p...

Scottie is a professional basketball player who plans to play for three more years.  During the summer, he has been offered two different contracts by his current team.  The first

Investment performance, Hi I would like to know how you could assist on su...

Hi I would like to know how you could assist on subject title assignment and pricing

What is the straight value of the convertible bond, The current stock price...

The current stock price of IOU is $250 and has a standard deviation of 35% per year. The risk-free interest rate is 5% per year compounded continuously. Find the prices of a call a

Risk strategies, Determine actions to respond to outcomes of risk strategie...

Determine actions to respond to outcomes of risk strategies How to improve your strategic RM Hubbard , D.W (2009) - Risk management can only be fixed by making the followi

Explain what is meant by the term single sign-on, Question: (a) Explain...

Question: (a) Explain what is meant by the term Single sign-on in the context of access control? Give three examples of single sign-on technologies. (b) Describe how the Ker

Components of risk management system, (a) Risk has always been an intrinsi...

(a) Risk has always been an intrinsic part of project management. With increasing market competition, technology, and globalisation, risk management is continuously gaining wider

Write Your Message!

Captcha
Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd