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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.

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Solution

To determine the probability P(X=a) P(X = a) for a continuous random variable X X , we need to consider the definition of continuous random variables.

Explanation:

  1. 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.

  2. Mathematical Representation: Formally, for a continuous random variable X X , the probability that X X equals a specific value a a is given by: P(X=a)=0 P(X = a) = 0 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 P(X=a)=0 P(X = a) = 0 for any number a a .

This problem has been solved

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