
Answer-first summary for fast verification
Answer: USD 15.75 million
## Explanation To calculate the expected value of the VC firm's profit, we need to construct the discrete probability distribution of all possible outcomes: ### Step 1: Calculate Probabilities - **Probability that only 1 company is successful**: - This can happen in 2 ways (Company A succeeds & B fails, or Company A fails & B succeeds) - Probability = \(0.30 \times (1 - 0.30) \times 2 = 0.30 \times 0.70 \times 2 = 0.42\) - **Probability that both companies are successful**: - \(0.30 \times 0.30 = 0.09\) - **Probability that neither company is successful**: - \((1 - 0.30) \times (1 - 0.30) = 0.70 \times 0.70 = 0.49\) **Verification**: \(0.42 + 0.09 + 0.49 = 1.0\) ✓ ### Step 2: Calculate Expected Value \[ \begin{align*} E(X) &= (\text{Profit from 1 success}) \times P(\text{1 success}) \\ &+ (\text{Profit from 2 successes}) \times P(\text{2 successes}) \\ &+ (\text{Profit from 0 successes}) \times P(\text{0 successes}) \end{align*} \] \[ E(X) = \text{USD } 40 \text{ million} \times 0.42 + \text{USD } 70 \text{ million} \times 0.09 + \text{USD } (-15) \text{ million} \times 0.49 \] \[ E(X) = 16.8 + 6.3 - 7.35 = \text{USD } 15.75 \text{ million} \] ### Why Other Options are Incorrect: - **A (USD 6.30 million)**: Only considers the profit if both companies succeed (\(0.09 \times 70 = 6.3\)) - **B (USD 7.35 million)**: Fails to account for both ways that only 1 company can succeed - **D (USD 16.80 million)**: Only considers the profit if exactly 1 company succeeds (\(0.42 \times 40 = 16.8\)) This calculation demonstrates the importance of considering all possible outcomes and their respective probabilities when calculating expected values in risk management contexts.
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An investment manager at a venture capital (VC) firm is evaluating a decision to invest in two promising start-up companies focusing on fintech applications. The manager analyzes the following information:
What is the expected value of the VC firm's profit from investing in the two companies?
A
USD 6.30 million
B
USD 7.35 million
C
USD 15.75 million
D
USD 16.80 million