Asked by Eytan Weisz on May 04, 2024

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For a continuous random variable x, the probability density function f(x) represents the

A) probability at a given value of x.
B) area under the curve at x.
C) area under the curve to the right of x.
D) height of the function at x.

Probability Density Function

A function that describes the relative likelihood for a continuous random variable to occur at a point in the observation space.

Continuous Random Variable

A variable that can take an infinite number of real values within a specific range.

  • Understand the importance and application of probability density functions.
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gianicola perronMay 06, 2024
Final Answer :
D
Explanation :
The probability density function for a continuous random variable represents the relative likelihood of a given outcome occurring. It is not a probability but a density. The height of the function at a particular value of x gives the relative likelihood or density of that outcome occurring. The area under the curve represents the probability of the random variable falling within a certain range of values, but at a specific value of x, only the height or density is represented.