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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.

109 votes

"Surprising" examples of Markov chains

I could go back to Markov himself, who in 1913 applied the concept of a Markov chain to sequences of vowels and consonants in Alexander Pushkin's poem Eugene Onegin. In good approximation, the probabi …
Carlo Beenakker's user avatar
35 votes

On Mathematical Analysis of MathSciNet & MathOverflow

• Mathoverflow has been studied as a "complex network" in Social achievement and centrality in MathOverflow, by L.V. Montoya, A. Ma, and R.J. Mondragón. The analysis distinguishes degree centrality (b …
Carlo Beenakker's user avatar
26 votes

What is a cumulant really?

It might help to take a broader perspective: in some contexts (notably quantum optics) the emphasis is not on cumulants but on factorial cumulants, with generating function $h(t)=\log E(t^X)$. While c …
Carlo Beenakker's user avatar
23 votes
Accepted

Intuition for Haar measure of random matrix

You want to think of the Haar measure $d\mu(U)$ as a way of measuring uniformity in the group $U(N)$ of unitary $N\times N$ matrices. To form your intuition, consider $N=1$. You then have $U=e^{i\phi} …
Carlo Beenakker's user avatar
22 votes

What makes Gaussian distributions special?

The comments list many reasons why the Gaussian distribution is special, but is it "the most fundamental" among all distributions, as suggested in the OP? I would like to argue that (1) conservation l …
22 votes
Accepted

What is known about the distribution of eigenvectors of random matrices?

If you choose the matrix elements of $A$ independently from a Gaussian distribution you have the socalled Ginibre ensemble of random-matrix theory. The statistics of the eigenvalues is known, see for …
Carlo Beenakker's user avatar
16 votes
Accepted

Positivity of certain Fourier transform

it is positive for $m=1$, but not for $m=2$, see this Mathematica output:
Carlo Beenakker's user avatar
16 votes
Accepted

Large-n limit of the distribution of the normalized sum of Cauchy random variables

This desired large-$n$ limit of the distribution $P_n(x)$ is calculated in Limit Distributions of Self-normalized Sums (1973). The Cauchy distribution is the case $\alpha=1$ on page 798. The singulari …
Carlo Beenakker's user avatar
14 votes

How do mathematicians and physicists think of SL(2,R) acting on Gaussian functions?

The physics application I am aware of is not quite the one in the OP, but similar in spirit: in ray optics the SL(2,R) matrix $$g=\begin{pmatrix} A & B \\ C & D \end{pmatrix}$$ describes the effect …
Carlo Beenakker's user avatar
14 votes
Accepted

Proving the Replica Trick works

Q: Am I overlooking something important? I think you are ignoring the role played by the thermodynamic limit. There are two interplaying limits here, the replica limit $n\rightarrow 0$ and the thermod …
Carlo Beenakker's user avatar
13 votes
Accepted

The Euler-Mascheroni constant and entropy

The earliest reference I have found for this result is Entropy and maximal spacings for random partitions (E. Slud, 1978). Theorem 2.2 states that the entropy $W_n=-\sum_{i=1}^n p_i \ln p_i$ of the r …
Carlo Beenakker's user avatar
12 votes
Accepted

Probability over a plane

well, to find a "natural way" to distribute the coefficients $b,c$ in the plane, you could treat this problem as the special case $n=2$ of a classic problem in random-matrix theory: take an $n\times n …
Carlo Beenakker's user avatar
12 votes
Accepted

Expected edit distance

The only rigorous bound I am aware of is due to Gonzalo Navarro* $$c\geq 1-{\rm e}/\sqrt{\sigma},$$ for an alphabet of $\sigma$ characters. Obviously, for the binary string ($\sigma=2$) this bound i …
Carlo Beenakker's user avatar
12 votes
Accepted

Probability Brownian motion lies between $2$ functions

This is the problem of Brownian motion between two moving absorbing boundaries. For a linear time dependence some analytical progress can be made, but for arbitrary time dependence no closed-form solu …
Carlo Beenakker's user avatar
12 votes

Why is conformal invariance only possible for massless theories?

This may be a less "clear-cut-no" than suggested by the mantra "there can be no massive particles in a CFT because that would introduce a scale": Anatol Odzijewicz has constructed a CFT for massive pa …
Carlo Beenakker's user avatar

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