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

Business swap, explain the risk involves in swap business

explain the risk involves in swap business

What is material safety data sheet, Q. What is Material Safety Data Sheet ?...

Q. What is Material Safety Data Sheet ? 1. Material Safety Data Sheet is a formal document containing important information about the characteristics and actual or potential ha

Enumerate about the purchasing power risk, Enumerate about the Purchasing P...

Enumerate about the Purchasing Power Risk A factor affecting all securities is purchasing power risk, also termed as inflation risk. With uncertain inflation, real (inflatio

HW, From CMEGROUP website – Look up / Report a FUTURES closing price...

From CMEGROUP website – Look up / Report a FUTURES closing price over 3 consecutive days, and determine your $$ Profit or Loss each of the 2 in-between days. Assume you

Informal sector, explain importance of informal sector in economy

explain importance of informal sector in economy

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

What are upper limb disorders, Question 1: (a) What are Upper Limb Diso...

Question 1: (a) What are Upper Limb Disorders? (b) Describe seven main factors that are likely to increase the risk of upper limb disorders at work and suggest ways for redu

What is risk management, What is Risk management Risk  management  is  ...

What is Risk management Risk  management  is  to  recognise  the  risks  to  which  company  is  exposed  to,  consider  the trade-off between risks and expected returns, and c

What are the major types of risk analysis, Question: (a) What are the t...

Question: (a) What are the two major types of risk analysis? (b) Which type is generally used in risk analysis of information systems and why? (c) Explain the methodology

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