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Question on the proof step in the theorem 1 of the Gap statistic paper

From the Gap statistic paper, during the proof for the theorem 1, we can see the below equality (p. 422), $\begin{aligned} \operatorname{var}(X) & =\frac{1}{2} \int_{-\infty}^{\infty} \int_{-\...
kurtkim's user avatar
  • 303
3 votes
1 answer
177 views

Calculate expected values E(x) & E(y) & variance of x & y of joint PDF, which was previously transformed from Polar to Cartesian

Given two independently uniform distributed random variables angle $\theta \in [0,2\pi]$ and radius $r \in [0,1]$. I obtain for the joint density function with polar coordinates: $$ f_{r,\theta}(r,\...
tcengel's user avatar
  • 33
0 votes
1 answer
70 views

Expectation of ratios of probability density functions

I'm trying to solve/simply the expression below:- $\large \mathbb{E_{x \sim b(x)}} B\ [log\left(1 - \frac{A\ a(x)}{2\ c(x)}\right)]$, or $B \large \int_{x}b(x)log\left(1 - \frac{A\ a(x)}{2\ c(x)}\...
Rishik's user avatar
  • 33
2 votes
1 answer
290 views

Expectation of $h \circ X$

I'm only starting to learn statistics. The definition I've been given for the expected value (expectation) of a continuous random variable X with probability density function (PDF) $f_X$ is the ...
John Smith Optional's user avatar
2 votes
1 answer
1k views

Expectation using CDF

I have a problem understanding the solution of an exercise: $F_x(x) = 1-(\frac{\sqrt{3}}{2}x + \frac{3}{2})^{-3}$ for $x \geq \frac{-1}{3} \sqrt{3}$, $0$ elsewhere and i am asked to compute the ...
Vanity's user avatar
  • 73
3 votes
2 answers
256 views

What is the expected partial value function really called?

If f is a pdf, the integral of xf(x) over the entire range where f(x) > 0 gives, of course, the expected value. Suppose that integrate the same function, xf(x) from negative infinity up to t, ...
andrewH's user avatar
  • 3,247