Assignment title: Information
QUESTION 1 Decision Analysis
Show all calculations to support your answers. You may follow the
methods shown in the mp4 on Decision Analysis for a way to do part
(b) of this question if you wish.
20 marks - 10 for (a), 10 for (b)
(a) Explain the process of using marginal analysis to solve decision
problems with a square matrix (ie actions = states) involving discrete
probability distributions describing the states of nature. What steps are
taken in the process, providing your own simple example.
What are the advantages and disadvantages of using marginal
analysis to solve decision problems?
(b) James Patterson is considering investing money in three
alternative investments over a one-year period. Below are the
expected profits from each investment given assumptions about the
state of the economy:
Decision Alternative Good Economy Poor Economy
Stock market $160,000 -$40,000
Bonds $60,000 $40,000
Term deposit $46,000 $46,000
(i) If James is an optimist which investment should he choose?
(ii) If James is a pessimist which investment should he choose?
(iii) Following the criterion of regret which investment should he
choose?
(iv) If James believes that there is a 70% chance of a good economy
which investment should he choose?
(v) What is the expected value of perfect information about the state of
the economy?
QUESTION 2 Value of information
Show all calculations to support your answers. You may follow the
methods shown in the mp4 on Value of info for a way to answer this
question if you wish.
20 marks - 4 for (a), 8 for (b), 2 for (c), 6 for (d)
A manufacturer is trying to choose between two production methods
(a1 and a2) for a new product. He considers that the probability of
demand for the new product being good (s1) is 0.4 and the probability
that demand will be poor (s2) is 0.6.
In evaluating the two production methods the manufacturer has
calculated the following table of conditional profits:
a1 $24,000 $15,000
a2 -$4,000 $40,000
(a) Which production method should be used? Show calculations.
The manufacturer asks a marketing consult for an opinion as to
whether demand will be good or poor. From previous experience
when the consultant has indicated that demand will be good she has
been right 80% of the time, and when she has indicated that demand
will be poor she has been right 70% of the time.
(b) Revise the prior probabilities in light of the consultant's track
record.
(c) What is the posterior probability of good demand given that the
consultant has indicated demand will be good?
(d) What is the expected net gain or loss from engaging the
consultant? Should the consultant be engaged? Why?
Show all calculations/reasoning
QUESTION 3 Simulation
s1 s2
This is a work integrated assessment item. The tasks are similar
to what would be carried out in the workplace.
20 marks - 10 for (a), 3 for (b), 7 for (c)
A factory has a toolshop in which one person serves toolmakers and
is paid $75 per hour. Toolmakers employed by the factory must go to
the toolshop for new tools, and are paid $100 per hour. Over a period
of time it has been noted that the time between arrivals of toolmakers
at the toolshop and the time to serve a toolmaker are as follow:
Time between Arrivals
Relative Frequency
(minutes)
3 0.01
4 0.15
5 0.20
6 0.20
7 0.35
8 0.09
1.00
Service Time (minutes) Relative Frequency
5 0.1
6 0.2
7 0.4
8 0.2
9 0.1
1.0
(a) Using Excel set up a simulation model to simulate about 2 hours
(120 minutes) from time zero, and determine whether one attendant is
sufficient or whether it is profitable to place a second attendant in the
toolshop.
(b) Provide the costs over the 2 hours for the toolmakers' lost time and
for the attendant's wages.
Show the data and the model in two printouts: (1) the results, and (2)
the formulas. Both printouts must show row and column numbers and
be copied from Excel into Word. See Spreadsheet Advice in Interact
Resources for guidance.
(c) Your manager has suggested that a reorganisation of the toolshop
could reduce the time taken to serve the toolmakers by 2 minutes,
ranging from 3 to 7 minutes per toolmaker (but with the same relative
frequencies as in parts (a) and (b)). Change the data for service times
in your model (copy the model to make the changes, keeping the
original model intact). Write a report to your manager explaining your
conclusions, suggesting how much might be spent on the
reorganisation and still be as well off.
The report must be dated, addressed to the Manager and signed off
by you.
(Word limit: No more than 200 words)
QUESTION 4 Regression Analysis and Cost Estimation
20 marks - 4 for (a), 12 for (b), 4 for (c)
Charles Hospital has recorded the following Administrative Costs and
two possible cost drivers over the last year.
Administrative
Costs ($)
Patient Load
(Number)
Emergency
Procedures
(Number)
13,900 1,400 10
7,000 500 11
6,000 400 5
10,000 1,000 10
11,900 1,300 12
9,200 900 14
10,200 1,100 8
4,100 300 7
9,400 700 12
11,100 1,200 12
8,300 600 8
16,100 1,500 16
(a) Using the High-Low method of cost estimation and Patient Load as
the cost driver, what would be the resulting cost equation for
Administrative Costs?
(b) Using Excel, perform three regression analyses to regress
Administrative Costs against Patient Load, then against number of
Emergency Procedures, then against both of them simultaneously.
Paste your results into Word. State the cost equation from each.
Analyse and comment on the results of each regression as you
perform it and determine the best one to use as a basis for future use.
(c) If the simple regression using Patient Load were adopted, what
would be the predicted overhead in a month when there were 1,000
Patients and 10 Emergency Procedures?
QUESTION 5 CVP Analysis
20 marks - 4 for (a), 4 for (b), 4 for (c), 8 for (d)
A bicycle manufacturer makes two types of 21-speed bicycles, Road
Bikes and Track Bikes. He has sales staff who sell the bikes on
commission. The following data are available:
Product Sales Price Variable
Sales
Commission
Production
Cost
Road bikes $500 $275 $25
Track bikes $300 $125 $15
Fixed costs per annum are $65,000.
Required:
(a) Calculate the unit contribution margin for each product.
(b) This year the manufacturer will specialise in making only Road
bikes. How many does he need to sell to break even?
(c) If Road bikes are still the only product what is the breakeven sales
volume for the year in sales dollars?
(d) He now decides to manufacture both bikes this year in the ratio of
3 track bikes to 1 road bike.
(i) How many of each bike must be sold to earn a profit of $88,000
before tax for the year?
(ii) How many of each bike must be sold to earn a profit of $105,000
after tax (of 30c in the dollar) for the year?