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

Develop strategies to eliminate risk, Develop strategies to eliminate, miti...

Develop strategies to eliminate, mitigate, deflect or accept risk • Risk treatment strategies: Risk avoidance, reduction, transfer and retention • The types of controls that can

Principles of risk communication, Principles of Risk Communication Kno...

Principles of Risk Communication Know  the  Audience In formulating risk communication messages, the audience should be analyzed to understand  their motivations and opini

Measurement of total risk, I need a report on Measurement of Total Risk. Ca...

I need a report on Measurement of Total Risk. Can you please assist me for Measurement of Total Risk report for about 2500 words?

Expected return over the benchmark, The Investment Committee is big on acti...

The Investment Committee is big on active management, and believes that there are areas/pockets of inefficiencies in the market. Knowing that you have taken Finance 455 at X-Univer

Four critical components of risk-management integrity, The purpose of this ...

The purpose of this memorandum is to outline in sufficient detail the terms of the audit engagement. In planning the audit engagement for Toy Local Corporation for the year ended O

What is systematic risk, What is Systematic Risk Variability in a secur...

What is Systematic Risk Variability in a security's total returns which is directly associated with overall  movements  in  the  general  market  or  economy  is  known as syst

What is business risk - non-systematic risk, What is Business Risk - Non-Sy...

What is Business Risk - Non-Systematic Risk Risk of doing business in a particular industry or environment is known as business risk. For instance, as one of the largest steel

run a scenario analysis, The Investment Committee of UoM has suggested tha...

The Investment Committee of UoM has suggested that it may be time to take some "insurance" on the U.S. equity portfolio, given "rich valuations" in the U.S. Equity markets. As t

Risk management, Risk Management Many organization and investors engag...

Risk Management Many organization and investors engage in activities designed to manage the risks they face. In the corporate world the managers' search to control business ri

Objectives of risk communication, Objectives of risk communication The ...

Objectives of risk communication The fundamental goal of risk communication, as you may have realized, is to provide meaningful, relevant and accurate information, in  clear  a

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