What is the moment generating function from a density of a continuous

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Homework Help Overview

The discussion revolves around finding the moment generating function (mgf) of a random variable X with a specified probability density function. The subject area is statistics, specifically focusing on properties of random variables and their distributions.

Discussion Character

  • Exploratory, Mathematical reasoning

Approaches and Questions Raised

  • The original poster attempts to understand how to compute the mgf using the integral involving the density function. Some participants question the approach and suggest explicitly writing down the integral for evaluation.

Discussion Status

The discussion is ongoing, with participants encouraging the original poster to share their progress on the integral evaluation. There is an emphasis on collaborative problem-solving, as guidance is offered to clarify the next steps without providing direct solutions.

Contextual Notes

There is an indication that the original poster may be struggling with the concept, and the discussion hints at the need for a clearer understanding of the integral involved in calculating the mgf.

karthik666
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Hi everyone,

So I am taking a statistics course and finding this concept kinda challenging. wondering if someone can help me with the following problem!

Let X be a random variable with probability density function $$f(x)=\begin{cases}xe^{-x} \quad \text{if } x>0\\0 \quad \text{ } Otherwise.\end{cases} $$
we want to Determine the mgf of X whenever it exists.

I know that M(t) = E(e^(tx)) = integral of e^(tx)* f(x)
but not sure what to do from there.

Thanks for the help ^^
 
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It's the integral of e^{tx}*f(x) over $\mathbb{R}$.
 
what is the approach for this problem?
 
You should write down explicitly the integral you said you're evaluating, and then try to evaluate it. Why don't you show us what you can do with it and then we can help you with where you get stuck? We can't help you until you do that.
 
Last edited:

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