In: Statistics and Probability
You are considering the risk-return of two mutual funds for investment. The relatively risky fund promises an expected return of 14.7% with a standard of 15.6%. The relatively less risky fund promises an expected return and standard deviation of 6.4% and 3.8%, respectively. Assume that the returns are approximately normally distributed. Using normal probability calculations and complete sentences, give your assessment of the likelihood of getting, on one hand, a negative return and on the other, a return above 10% with these funds. You may choose to use excel normal distribution formulas, but if you do, give the explicit formulas. Offer some remarks about your possible investment approach.
Assumining that the investments are independent.
we have
...............using absolute terms
We want to know the probability of collectively making a negative return or above 10%. These two events are independent so we will add these probabilities.. We will need a distribution of their sums
Let Z = X1 + X2
Means E(Z) =
= 21.1
For std dev we first add the variances and then take their square root. This is the formula for two random variables sum
V(Z) =
= 257.8
S(Z) = 16.056
Therefore the distribution of 'Z' is
z-score = .............z' is to distinguish from std normal.
We will use the std normal probability tables
P(Z < 0) + P(Z > 10) = P(Z-score < -1.31) + P(z-score> -0.69)
= 1 - P(z-score < 1.31) + P(z-score < 0.69)
= 1 - 0.9056 + 0.75532
Probability = 0.84972