Normal probability distribution Assuming that the rates of return associated with a given asset investment are normally distributed; that the expected return,
r,
is
12.3%;
and that the coefficient of variation,
CV,
is
1.11,
answer the following questions:a. Find the standard deviation of returns,
σr.
b. Calculate the range of expected return outcomes associated with the following probabilities of occurrence: (1) 68%, (2) 95%, (3) 99%.
a. The standard deviation of returns,
σr,
is
13.65313.653%.
(Round to three decimal places.)b. (1) The lowest possible expected return associated with the 68% probability of occurrence is
nothing%.
(Round to two decimal places.)The highest possible expected return associated with the 68% probability of occurrence is
nothing%.
(Round to two decimal places.)(2) The lowest possible expected return associated with the 95% probability of occurrence is
nothing%.
(Round to two decimal places.)The highest possible expected return associated with the 95% probability of occurrence is
nothing%.
(Round to two decimal places.)(3) The lowest possible expected return associated with the 99% probability of occurrence is
nothing%.
(Round to two decimal places.)The highest possible expected return associated with the 99% probability of occurrence is
nothing%.
(Round to two decimal places.)
a). Standard deviation (SD) = CV*expected return = 1.11*12.30% = 13.65%
b).
Lowest probability of occurrence = average - (z*SD) and
Highest probability of occurrence = average + (z*SD)
z = 1 for probability of 68%; z = 2 for probability of 95%; z = 3 for probability of 99%
b-1). Lowest possible return (P = 68%) = -1.35%
Highest possible return (P = 68%) = 25.95%
b-2). Lowest possible return (P = 95%) = -15.01%
Highest possible return (P = 68%) = 39.61%
b-3). Lowest possible return (P = 99%) = -28.66%
Highest possible return (P = 99%) = 53.26%
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