In: Statistics and Probability
The CEO of Asempa farms limited is considering whether
to plant this year’s yam with a fertilizer
or go organic (i.e. without fertilizer). In case of using a
fertilizer, 10kg of either the Platinum or
Standard type fertilizer would be needed at the start of the
planting year. The Platinum type is
GH¢1000 per kilogram and could lead to a high yield of 30 tons or a
moderate yield of 20 tons of yam at the end of the year. The
Standard type is GH¢800 per kilogram and could also lead to ahigh
yield of 15 tons or a moderate yield of 10 tons of yam at the end
of the year. The Standard
has fewer chemicals and would lead to tastier yam that sells for a
higher price than that of Platinum.
There is a probability of 0.7 that high yield would be recorded at
the end of the year.
Market price for yam is uncertain and depends on the type as well
as the volume of yam on the
market. Generally, a year of high yield results in higher volume
whiles a year of moderate yield
leads to moderate volume of yam on the market. Even then, there is
60-40 chance that yam from
the Platinum fertilizer could sell for GH¢2000 or GH¢2400 per ton
in times of high yield, and
GH¢3000 or GH¢3500 per ton in times of moderate yield. The Standard
fertilizer yam has a 40-60 chance of selling for GH¢4000 or GH¢5000
per ton in times of high yield, and GH¢5500 or GH¢6000 in times of
moderate yield.
Organic yam would take 2 years to harvest and would require the
supply of manure that can be
borrowed from a local shop at a total cost of GH¢8,500 at the end
of year 2. This could lead to a high yield of 8 tons or a moderate
yield of 6 tons at the end of year 2. Prices for organic yam are
quite high and will sell for GH¢9,000 per ton in a high yield
season and GH¢11,000 in moderate yield season. Assume interest rate
of 10% per year and answer the following questions.
a. Draw a decision tree for the problem faced by the CEO indicating
the probabilities of occurrence
and monetary values of events.
b. Advice the CEO of Asempa farms on which decision to take if he
wants to make his decision
based on expected monetary value technique. Show your
calculations.
c. Will your advice change if the total cost of manure at the end
of year 2 is GH¢6000? Show your calculations.
d. What would be Asempa farms payoff if there happens to be a
moderate yield, and price of yam is GH¢6000 per ton?
e. If the CEO of Asempa farms is risk averse, which decision do you
think the CEO should opt for? Explain