Skip to main content
Search type Search syntax
Tags [tag]
Exact "words here"
Author user:1234
user:me (yours)
Score score:3 (3+)
score:0 (none)
Answers answers:3 (3+)
answers:0 (none)
isaccepted:yes
hasaccepted:no
inquestion:1234
Views views:250
Code code:"if (foo != bar)"
Sections title:apples
body:"apples oranges"
URL url:"*.example.com"
Saves in:saves
Status closed:yes
duplicate:no
migrated:no
wiki:no
Types is:question
is:answer
Exclude -[tag]
-apples
For more details on advanced search visit our help page
Results tagged with
Search options not deleted user 144355

Applied and theoretical statistics: e.g. statistical inference, regression, time series, multivariate analysis, data analysis, Markov chain Monte Carlo, design of experiments.

2 votes
1 answer
615 views

distribution on the inverse Wishart matrix eigenvalues summation

Let $\lambda_1>\lambda_2>....>\lambda_N$ be the ordered eigenvalues of Wishart matrix my objective is to find if it is possible the distribution of: \begin{align} s = \sum\limits_{i = 1}^N {\frac{ …
hichem hb's user avatar
  • 377
0 votes
0 answers
134 views

expectation of the exponential of the inverse of variable with Marchenko–Pastur distribution

This question is related to another answered before distribution on the inverse Wishart matrix eigenvalues summation my question is, is their finite expression for the expectation of \begin{align} {\r …
hichem hb's user avatar
  • 377
1 vote
1 answer
190 views

Approximating expectation of the trace of inverse of a Gaussian random matrix combination

In order to characterize the performances of MIMO systems that depend directly on the distribution of the eigenvalues of random Hermitian matrix so I would like to feature the quality of some particul …
hichem hb's user avatar
  • 377
1 vote
1 answer
1k views

the distribution of Singular value of rectangular gaussian matrix

the singular value decomposition of an $m\times n$ random Gaussian matrix ${\displaystyle \mathbf {M} }$ is a factorization of the form ${\displaystyle \mathbf {U\Sigma V^\ast} }$, ${\displaystyle \ …
hichem hb's user avatar
  • 377
-1 votes
1 answer
106 views

Approximating expectation of exponential of Wishart matrix

I am trying to obtain an Approximating expectation of exponential of Wishart matrix $X (N,N)$ with $\operatorname{rank} (X)=K$defined as: \begin{align} J = E[{e^{{v^H}Xv}}] \end{align} where $v$ is …
hichem hb's user avatar
  • 377
0 votes
1 answer
671 views

expectation of the trace of the square root of wishart matrix

Let $X(N,N)$ be Wishart matrix with rank(X)=K in order to estimate the expectation of the trace of the square root of X i.e $X^{1/2}$ I want to know if is possible to use the unordered Wishart distri …
hichem hb's user avatar
  • 377
3 votes
1 answer
844 views

Expectation of exponential of Gaussian random matrix

Let $X$ be an $(N, M)$ random Gaussian matrix where $M<N$. For a given vector $v$, I want to estimate the expectation of: \begin{align} E\left[ {{v^T}X{X^T}{v}} \right] \end{align} and \begin{align} E …
hichem hb's user avatar
  • 377
4 votes
2 answers
1k views

Expectation of the trace of inverse of a Gaussian random matrix

Given a $N×M$ random complex gaussian matrix $X$ and $N×K$ random complex gaussian matrix $Y$ I'm interested in approximating the expectation expressed as: \begin{align} E[trace({(aX{X^H} + I)^{ - …
hichem hb's user avatar
  • 377
2 votes
2 answers
294 views

Expectation of the determinant of the inverse of non-central Wishart matrix

Let $A$ be $(n,n)$ central Wishart matrix with $k$ degrees of freedom. my question is there is a way to estimate the expectation of: \begin{align} E[det(I+(I+A)^{-1})] \end{align}
hichem hb's user avatar
  • 377
1 vote
1 answer
242 views

expectation of the function of Wishart matrix eigenvalues

For Given a $N×M$ random complex gaussian matrix $X$ where $M=XX^H$, let $\lambda_1>\lambda_2>\cdots>\lambda_N$ be the ordered eigenvalues of $M$ my objective is to get an estimation of $$ f = \left(\ …
hichem hb's user avatar
  • 377