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The probability density function, f(x), for any continuous random variable X, represents:Group of answer choicesthe probability that X takes on a specific value x.the height of the function at x.                                      the area under the curve at x.all possible values that X will assume within some interval a £ x £ b.

Question

The probability density function, f(x), for any continuous random variable X, represents:Group of answer choicesthe probability that X takes on a specific value x.the height of the function at x.                                      the area under the curve at x.all possible values that X will assume within some interval a £ x £ b.

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Solution

The probability density function, f(x), for any continuous random variable X, represents the height of the function at x.

Here's why:

A probability density function (pdf) is used to specify the probability of the random variable falling within a particular range of values, as opposed to taking on any one value. This probability is given by the integral of this variable’s PDF over that range. The probability density function is nonnegative everywhere, and its integral over the entire space is equal to one.

The height of the function at a given value of x is not the probability that the random variable X takes that specific value (this is always 0 for a continuous variable), but rather, it gives the probability density at that value. This means that the height of the function at a particular point can be used to find the probability that the variable falls into a small interval around that point.

The other options are incorrect. The pdf does not represent the

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