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Question
expected value: probability worksheet
expected value is a quantity used to determine expected results (gain or loss) over the long term. to calculate expected value, you identify each possible outcome for a scenario and multiply each outcomes probability by its respective the net earning or loss prediction.
$e(x)=p_1cdot a_1 + p_2cdot a_2+p_3cdot a_3+ldots+p_ncdot a_n$
| $p_n$ | the probability that outcome $n$ will occur |
| $a_n$ | the net amount earned or lost if outcome $n$ occurs |
| $n$ | the event number $(1,2,3,ldots n)$ |
for each of the following problems, calculate the expected value.
- starbucks is considering opening a new store near campus. the company has estimated that there is a 60% chance that they will earn a $45,000 profit, a 15% chance that they will break even, and a 25% that they will lose $27,500 in the first year. using the table below, determine starbucks expected value.
| $n$ | possible outcomes | $p_n$ | $a_n$ | $p_ncdot a_n$ |
| 1 | profit | |||
| 2 | break even | |||
| 3 | loss |
|expected value|
Step1: Identify probabilities and amounts
$P_1 = 0.6$, $A_1=45000$, $P_2 = 0.15$, $A_2 = 0$, $P_3=0.25$, $A_3=- 27500$
Step2: Calculate $P_n\cdot A_n$ products
$P_1\cdot A_1=0.6\times45000 = 27000$, $P_2\cdot A_2=0.15\times0 = 0$, $P_3\cdot A_3=0.25\times(-27500)=-6875$
Step3: Sum products for expected value
$E(x)=27000 + 0-6875=20125$
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$20125$