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Theory and applications of probability and stochastic processes: e.g. central limit theorems, large deviations, stochastic differential equations, models from statistical mechanics, queuing theory.
0
votes
Accepted
How to extend Dirichlet distribution to Dirichlet process
Here $\alpha$ is a number, and $H$ is a measure.
I believe that you should take a finite space, say, $\{1,...,K\}$. Then for any partition of $\{1,...,K\}$,
your first formula will hold. $H$ measure …
1
vote
Diffusion sample paths as deformed Brownian sample paths
You should probably look at the Girsanov's theorem http://en.wikipedia.org/wiki/Girsanov_theorem
The process $X$ is a probability distrubution on the space of continuous functions, so is the Wiener p …
1
vote
BM and interpretation of stopping time sigma algebra
You may think of the conditional expectation as follows:
$\mathbb{E}(X|\mathcal{F})$ for a r.v. $X$ is the average value of $X$ based on our knowledge of "information" that is given by the sigma-algeb …
5
votes
"Surprising" examples of Markov chains
Take $N$ independent walkers on the one-dimensional lattice $\mathbb{Z}$ (i.e., independent random walks, biased or not). Condition that these walkers do not collide till the end of time. Then the con …
2
votes
Yang-Baxter equation for the asymmetric simple exclusion process (ASEP)
The $S$-matrix you write can be written as $\frac{x_\alpha-Q x_\beta}{x_\alpha-x_\beta}$, where $x_{\alpha,\beta}^{}$ are some fractional linear transformations of $\xi_{\alpha,\beta}^{}$, and $Q$ is …
3
votes
0
answers
291
views
Exchangeable or iid random variables and linear conditioning
Let $X_1,\ldots ,X_N$ be independent identically distributed random variables (or, more generally, exchangeable random variables,
but let's assume independence for simplicity). Then
$$
E(X_i\mid X_1+ …
6
votes
Accepted
Formula for $U(N)$ integration wanted
To expand on my comments, this paper https://arxiv.org/pdf/hep-th/9209083v2.pdf by Shatashvili deals
with ``correlation functions'' of Haar unitary matrices of the form
$$
\int_{U(N)}^{} d\mu(U) e_{}^ …
2
votes
0
answers
144
views
Monotone coupling between "two-sided Gumbel" distributions
I am interested in finding a monotone coupling between two random variables. Let $\alpha_1>\alpha_2$, $b<a$. Define the following two (non-normalized) densities on the whole real line:
\begin{align*}
…
2
votes
Accepted
What is the finite-temperature orthogonal/symplectic Tracy-Widom distribution?
This is not a complete answer, but more of an approach and an invitation to look at the relevant literature. As you write, you would like to insert the so-called Fermi factor into the Fredholm Pfaffia …
10
votes
1
answer
260
views
q-versions of the geometric distribution and their names
I'm trying to set straight various $q$-deformations of the standard geometric distribution.
The geometric distribution on $\left\{ 0,1,\ldots \right\}$ is well-known, it has
$$
\mu_1(X=j)=(1-p)p^j,\q …