High School

MCQ: What does the cumulative distribution function (CDF) [tex]F(x) = 1 - \frac{1}{x^2}[/tex] approach as [tex]x[/tex] approaches positive infinity?

A) 0
B) 1
C) [infinity]
D) -1

Answer :

Final answer:

As x approaches positive infinity, the given function F(x) = 1 - 1/x^2 approaches 1.

Explanation:

The cumulative distribution function (CDF) F(x) = 1 - 1/x^2 is a mathematical function that describes the probability that a real-valued random variable X with a given probability distribution will be found at a value less than or equal to x. In the given function, as x approaches positive infinity, the denominator of the fraction in the function (i.e., x^2) also approaches infinity. This makes the value of the fraction (1/x^2) closer to 0. Therefore, the entire function F(x), which is 1 minus this fraction, approaches 1. So, as x approaches positive infinity, the function F(x) = 1 - 1/x^2 approaches 1, which means the correct answer is choice B.

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