Math Problem Statement
You are considering the risk-return profile of two mutual funds for investment. The relatively risky fund promises an expected return of 12.9% with a standard deviation of 16.7%. The relatively less risky fund promises an expected return and standard deviation of 4% and 6.7%, respectively. Assume that the returns are approximately normally distributed.
a-1. Calculate the probability of earning a negative return for each fund.
Note: Round your final answers to 4 decimal places. Calculate the probability of earning a return above 8.2% for each fund.
Solution
To calculate the probabilities associated with each fund, we will use the properties of the normal distribution. For a normally distributed return with an expected return and standard deviation , we can calculate probabilities by converting the return into a Z-score using the formula:
We will calculate two probabilities for each fund:
- The probability of earning a negative return ().
- The probability of earning a return above 8.2% ().
We’ll compute this for both the risky fund and the less risky fund.
1. Risky Fund:
- Expected return
- Standard deviation
(a) Probability of earning a negative return ():
(b) Probability of earning a return above 8.2% ():
2. Less Risky Fund:
- Expected return
- Standard deviation
(a) Probability of earning a negative return ():
(b) Probability of earning a return above 8.2% ():
Now, I will calculate these Z-scores and use the standard normal distribution to find the corresponding probabilities.Here are the calculated probabilities:
1. Risky Fund:
- The probability of earning a negative return is approximately 0.2199 (21.99%).
- The probability of earning a return above 8.2% is approximately 0.6108 (61.08%).
2. Less Risky Fund:
- The probability of earning a negative return is approximately 0.2752 (27.52%).
- The probability of earning a return above 8.2% is approximately 0.2654 (26.54%).
Would you like any further details or explanations?
Related Questions:
- How do changes in the standard deviation impact these probabilities?
- What would happen to the probabilities if the expected return increased by 2% for both funds?
- How would you calculate the probability of earning between 5% and 10% for each fund?
- What is the 90th percentile return for each of these funds?
- How does compounding affect long-term returns for these mutual funds?
Tip:
To reduce risk in your investment portfolio, diversifying across funds with different risk-return profiles can smooth out extreme outcomes over time.
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Math Problem Analysis
Mathematical Concepts
Probability
Normal Distribution
Z-scores
Formulas
Z = (X - μ) / σ
P(X < 0) and P(X > 8.2) based on Z-scores
Theorems
Normal Distribution Theorem
68-95-99.7 Rule
Suitable Grade Level
College/University Level - Finance/Statistics
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