Math Problem Statement

The mean of the probability distribution X is:

X

1

2

3

P(X)

0.68

0.14

0.89

a 1.285

b 3.63

C 7.71

d Cannot be determined.

Solution

To find the mean of the probability distribution XX, we use the formula for the expected value E(X)E(X), which is given by:

E(X)=(XiP(Xi))E(X) = \sum (X_i \cdot P(X_i))

Given: X={1,2,3}X = \{1, 2, 3\} P(X)={0.68,0.14,0.89}P(X) = \{0.68, 0.14, 0.89\}

However, there is an issue here: the probabilities should sum up to 1 in a valid probability distribution. Let's check the sum of the given probabilities:

0.68+0.14+0.89=1.710.68 + 0.14 + 0.89 = 1.71

Since the sum of the probabilities is greater than 1, this is not a valid probability distribution. Therefore, the mean cannot be determined from this information.

So, the correct answer is:

d)Cannot be determined.d) \text{Cannot be determined.}

Would you like more details or have any questions? Here are some questions you might want to ask:

  1. How do you find the mean of a valid probability distribution?
  2. What are the properties of a probability distribution?
  3. How do you handle invalid probability distributions?
  4. Can you explain expected value in more detail?
  5. What are some examples of valid probability distributions?

Tip: When working with probability distributions, always ensure that the sum of the probabilities equals 1 to confirm it is valid.

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Math Problem Analysis

Mathematical Concepts

Probability
Expected Value
Probability Distribution

Formulas

Expected Value formula E(X) = \sum (X_i \cdot P(X_i))

Theorems

-

Suitable Grade Level

Advanced High School