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If X has the probability mass function f(x) = k / x! (x=0,1,2,...),
what is the value of k?
what is the value of k?
The discussion revolves around a probability mass function (pmf) for a discrete random variable X, specifically the function f(x) = k / x! for x = 0, 1, 2, .... The original poster seeks to determine the value of k, while participants explore the properties of pmfs and the implications of total probability equaling 1.
Some participants have provided guidance by referencing the properties of discrete distributions and the relationship to the exponential function. There is an acknowledgment of the need for calculus knowledge to fully understand the implications of the sum, and multiple interpretations of the problem are being explored.
There is a suggestion that some participants may not have taken calculus yet, which could limit their understanding of the concepts being discussed. The distinction between probability mass functions and probability density functions is also highlighted.
i don't know.. is it infinity?HallsofIvy said:I think you mean "probability density function".
The total probability must be 1.
[itex]\sum_{x=0}^\infty k/x!= k\sum_{x=0}^\infty 1/x!= 1[/itex]
Do you know what that sum is?
HallsofIvy said:You probably have not taken calculus yet, but if you had you would have learned that
[tex]e^x= \sum_{n=0}&\infty \frac{x^n}{n!}[/tex].
Do you know what an "exponential probability distribution" is?