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A sample space consists of 4 elements S=...

A sample space consists of 4 elements `S=(alpha_(1), alpha_(2), alpha_(3), alpha_(4))` Which defines a probability function on S `(where" "alpha_(i)capalpha_(j)nephi" "AA" "i nejand cupalpha_(i)=S)`

A

`P(alpha_(1))=1/2,P(alpha_(2))=1/3,P(alpha_(3))=1/4,P(alpha_(4))=1/5`

B

`P(alpha_(1))=1/2,P(alpha_(2))=1/4,P(alpha_(3))=-1/4,P(alpha_(4))=1/2`

C

`P(alpha_(1))=1/2,P(alpha_(2))=1/4,P(alpha_(3))=1/8,P(alpha_(4))=1/8`

D

`P(alpha_(1))=1/2,P(alpha_(2))=1/4,P(alpha_(3))=1/8,P(alpha_(4))=0`

Text Solution

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The correct Answer is:
To solve the problem, we need to analyze the probability functions defined on the sample space \( S = \{ \alpha_1, \alpha_2, \alpha_3, \alpha_4 \} \). We will check each case to determine which one satisfies the properties of a probability function. ### Step-by-Step Solution: 1. **Understanding Probability Function Properties**: - The probability of any event must be between 0 and 1, inclusive. - The sum of the probabilities of all outcomes in the sample space must equal 1. 2. **Evaluate Each Case**: - **Case 1**: \( P(\alpha_1) = \frac{1}{2}, P(\alpha_2) = \frac{1}{3}, P(\alpha_3) = \frac{1}{4}, P(\alpha_4) = \frac{1}{5} \) - Calculate the total probability: \[ P(\alpha_1) + P(\alpha_2) + P(\alpha_3) + P(\alpha_4) = \frac{1}{2} + \frac{1}{3} + \frac{1}{4} + \frac{1}{5} \] - Finding a common denominator (60): \[ = \frac{30}{60} + \frac{20}{60} + \frac{15}{60} + \frac{12}{60} = \frac{77}{60} > 1 \] - **Conclusion**: This case does not define a valid probability function. - **Case 2**: \( P(\alpha_1) = \frac{1}{4}, P(\alpha_2) = -\frac{1}{4}, P(\alpha_3) = \frac{1}{4}, P(\alpha_4) = \frac{1}{4} \) - Here, \( P(\alpha_2) < 0 \), which violates the non-negativity condition of probabilities. - **Conclusion**: This case does not define a valid probability function. - **Case 3**: \( P(\alpha_1) = \frac{1}{2}, P(\alpha_2) = \frac{1}{4}, P(\alpha_3) = \frac{1}{8}, P(\alpha_4) = \frac{1}{8} \) - Calculate the total probability: \[ P(\alpha_1) + P(\alpha_2) + P(\alpha_3) + P(\alpha_4) = \frac{1}{2} + \frac{1}{4} + \frac{1}{8} + \frac{1}{8} \] - Finding a common denominator (8): \[ = \frac{4}{8} + \frac{2}{8} + \frac{1}{8} + \frac{1}{8} = \frac{8}{8} = 1 \] - **Conclusion**: This case defines a valid probability function. - **Case 4**: \( P(\alpha_1) = \frac{1}{2}, P(\alpha_2) = \frac{1}{4}, P(\alpha_3) = \frac{1}{8}, P(\alpha_4) = 0 \) - Calculate the total probability: \[ P(\alpha_1) + P(\alpha_2) + P(\alpha_3) + P(\alpha_4) = \frac{1}{2} + \frac{1}{4} + \frac{1}{8} + 0 \] - Finding a common denominator (8): \[ = \frac{4}{8} + \frac{2}{8} + \frac{1}{8} + 0 = \frac{7}{8} < 1 \] - **Conclusion**: This case does not define a valid probability function. 3. **Final Conclusion**: - The only case that satisfies the properties of a probability function is **Case 3**.
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