E 3.3.3 decision trees* Flashcards
decision trees definition
a method of tracing the alternative outcomes of any decisions in order to help the business make the right decision.
features of a decision tree
- decision points: represented by SQUARE
- outcomes: represented by CIRCLE
- it is possible to have numerous outcomes e.g. very successful, averagely successful and failure.
how to calculate expected monetary value
- multiply the probability for each outcome by the expected profit/loss/cashflow
- add these values together for each outcome. this is your EMV
- deduct the cost of the decisions (if available) THIS IS THE NET GAIN
- compare the EMV/NET GAIN of each outcome- the higher value choice should be chosen as it has the largest return. Cross through the options you are not choosing with 2 lines
the question does not always give you the cost of the decision. in this case, you just calculate the EMV
example of a decision tree
if Colin plants potatoes he estimates that the probability of good crop is 0.3, which will generate £50000 profit. the probability of an average crop is 0.3 which would result in $30000 profit. the probability of a poor crop it 0.4 which would result in only £10000 profit.
if swedes are planted, either a good crop or bad crop will result. he estimates the probability of 0.5 in each case. A good crop will generate £40000 and a poor crop only £10000 good 0.3% —-
potatoes= average 0.3% —-
/ bad 0.4% —-
SQUARE
\ good 0.5% —-
swedes= bad 0.5% —-
G- 50000 x0.3= 15000
A- 30000 x0.3= 9000 + = 28000 (EMV)
B- 10000 x0.4= 4000
G- 40000 x0.5= 20000 + = 25000 (EMV)
B- 10000 x0.5= 5000
POTATOES IS BEST OPTION
cant calculate net gain on this tree but to calculate the NET gain:
price of the option - EMV