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 XX with an expected return μ\mu and standard deviation σ\sigma, we can calculate probabilities by converting the return into a Z-score using the formula:

Z=XμσZ = \frac{X - \mu}{\sigma}

We will calculate two probabilities for each fund:

  1. The probability of earning a negative return (P(X<0)P(X < 0)).
  2. The probability of earning a return above 8.2% (P(X>8.2)P(X > 8.2)).

We’ll compute this for both the risky fund and the less risky fund.

1. Risky Fund:

  • Expected return μ1=12.9%\mu_1 = 12.9\%
  • Standard deviation σ1=16.7%\sigma_1 = 16.7\%

(a) Probability of earning a negative return (P(X1<0)P(X_1 < 0)):

Z1=012.916.7=12.916.7Z_1 = \frac{0 - 12.9}{16.7} = \frac{-12.9}{16.7}

(b) Probability of earning a return above 8.2% (P(X1>8.2)P(X_1 > 8.2)):

Z2=8.212.916.7=4.716.7Z_2 = \frac{8.2 - 12.9}{16.7} = \frac{-4.7}{16.7}

2. Less Risky Fund:

  • Expected return μ2=4%\mu_2 = 4\%
  • Standard deviation σ2=6.7%\sigma_2 = 6.7\%

(a) Probability of earning a negative return (P(X2<0)P(X_2 < 0)):

Z3=046.7=46.7Z_3 = \frac{0 - 4}{6.7} = \frac{-4}{6.7}

(b) Probability of earning a return above 8.2% (P(X2>8.2)P(X_2 > 8.2)):

Z4=8.246.7=4.26.7Z_4 = \frac{8.2 - 4}{6.7} = \frac{4.2}{6.7}

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:

  1. How do changes in the standard deviation impact these probabilities?
  2. What would happen to the probabilities if the expected return increased by 2% for both funds?
  3. How would you calculate the probability of earning between 5% and 10% for each fund?
  4. What is the 90th percentile return for each of these funds?
  5. 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.

Ask a new question for Free

By Image

Drop file here or Click Here to upload

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