If X is a continuous random variable, then =P=Xa ▼(Choose one) for any number a.
Question
If X is a continuous random variable, then = P = Xa ▼ (Choose one) for any number a.
Solution
To determine the probability for a continuous random variable , we need to consider the definition of continuous random variables.
Explanation:
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Understanding Continuous Random Variables: A continuous random variable can take on an infinite number of values within a given range. Thus, the probability of the variable taking on any specific exact value is essentially zero.
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Mathematical Representation: Formally, for a continuous random variable , the probability that equals a specific value is given by: This is because the area under a single point on the probability density function (PDF) curve is zero.
Final Answer:
The correct statement is that for any number .
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