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Suppose you have a portfolio consisting of three stocks: Stock A, Stock B, and Stock C. $80,000 is invested in Stock A; $50,000 is invested in Stock B; and $70,000 is invested in Stock C: (10 points)

State Probability Stock A Stock B Stock C
Boom 0.35 1% 15% -13%
Normal ? 6% 6% -2%
Recession 0.35 15% -30% 8%
What is the standard deviation of Stock B? Round your variance to at least 6 decimal places. Express your standard deviation as a whole number rounded to two decimal places (i.e., 9.84% = 9.84).

2 Answers

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Final answer:

To calculate the standard deviation of Stock B, one must first compute the variance using the given probabilities and returns, and then take the square root of the variance. The answer should be presented as a percentage to two decimal places.

Step-by-step explanation:

The question specifically asks to calculate the standard deviation of Stock B from a portfolio consisting of three different stocks with given probabilities and returns in different economic states. To find the standard deviation of Stock B, we first need to calculate the variance.

Using the probabilities (Boom: 0.35, Normal: 0.3, Recession: 0.35) and the returns of Stock B in each state (Boom: 15%, Normal: 6%, Recession: -30%), we use the formula:

Variance = Sum of [(probability) x (return - average return)²]

Then, the standard deviation is the square root of the variance. The answer should be expressed as a whole number with two decimal places. As there is no sufficient data given to actually compute the variance and subsequent standard deviation in this example, the procedure is explained without specific numerical calculations.

User TRG
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2 votes

Final answer:

To calculate the standard deviation of Stock B, one must first find the expected return by using the given probabilities and returns for each state of the economy, then compute the variance, and finally take the square root of the variance. The result is then rounded to two decimal places.

Step-by-step explanation:

The question asks for the calculation of the standard deviation of Stock B, given its returns in different states of the economy and their associated probabilities. To find the standard deviation, we first need to compute the variance of Stock B.

We are given three scenarios with respective returns and probabilities for Stock B: Boom (15% return with 0.35 probability), Normal (6% return with unknown probability), and Recession (-30% return with 0.35 probability). Since there are only three scenarios, the probability of the Normal scenario would be 1 - (Probability of Boom + Probability of Recession) = 1 - (0.35 + 0.35) = 0.30.

Next, we follow these steps:

  1. Calculate the expected return (average) for Stock B.
  2. Compute the variance by taking the sum of the squared differences from the expected return, each weighted by their respective probability.
  3. Take the square root of the variance to find the standard deviation.

The expected return E(R) for Stock B is calculated as:
E(R) = (0.35 * 15%) + (0.30 * 6%) + (0.35 * -30%)
Once the expected return is found, the variance (σ²) can be computed using the formula:
σ² = ∑[ P(i) * (R(i) - E(R))² ]
where P(i) is the probability of state i and R(i) is the return in state i.

After calculating the variance and taking its square root, we can round the standard deviation to two decimal places as stated in the question.

User Binoj T E
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