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Continuous Probability Models
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Problem 5
Continuous Probability Models
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16. Probability & Calculus / Continuous Probability Models / Problem 5
Problem 5
Which statement about the cumulative distribution function (CDF) F(x) of a continuous random variable is always true?
A
F(x) must be symmetric about its mean and this symmetry is necessary for F to be nondecreasing and bounded between 0 and 1
B
F(x) can take values greater than 1 for x near positive infinity if the PDF has unbounded peaks, because the integral of unbounded functions can exceed 1
C
F(x) is always differentiable everywhere and F'(x) equals f(x) even where the PDF has jump discontinuities or is undefined
D
F(x) is nondecreasing and 0 ≤ F(x) ≤ 1 for every real x
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