Questions tagged [elliptical-distribution]

8 questions
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Distribution of the Rayleigh quotient

For a research project I need to find the expected value of the generalized Rayleigh quotient: $$E\,[w^T A w \ / \ w^T B w].$$ Here A and B are positive definite deterministic p x p covariance matrices, and w follows a multivariate distribution with…
5
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Joint distribution of two t-distributions with different degrees of freedom

Let $x$ and $y$ be 2 random variables with t-distributions with mean = 0 but different degrees of freedom. Can their joint distribution be elliptical?
2
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Estimation of common variance in elliptical distribution

Suppose you observe a random $p$-vector $X$ which follows an elliptical distribution with mean zero, covariance $\sigma^2 I$ and (unknown) distribution function $g$. Given a single observation of $X$, how would you estimate $\sigma$? Note that…
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generate multivariate cauchy random variable

How can we generate multivariate random variable in matlab? Will the set of t distribution with 1 degree of freedom will give multivairate cauchy noise, How to generate?
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Distribution of a linear combination of the components of an elliptically distributed random vector

What is the distribution of a linear combination of the components of an elliptically distributed random vector? Is the linear combination an elliptically distributed random variable?
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Proof involving elliptically symmetric distributions in regression analysis

Let me start by setting the scene and stating the theorem. I just want some pointers on how to follow the proof. Let $y$ be an observable, $n$-dimensional random vector and $f$ be a known, Borel measurable, vector function such that $$ f:…
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Difference between bivariate exponential family and bivariate elliptical family

I'm studying the elliptical family and I'd like to know the principal differences between the bivariate exponential and elliptical family.
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What are elliptical errors?

When can we have elliptical errors in linear regression?