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20 votes
2 answers
819 views

A probability question related to extremal combinatorics

$k$ people play the following game: person $i$ independently picks a subset $S_i$ of $\{ 1,2,\ldots,n \}$ according to some distribution $p$ on the $2^n$ subsets; each person uses the same ...
6 votes
1 answer
224 views

A Markov consensus

Consider the following process. You start with $n$ nodes in different colors $c=c1,c2,...$ (representing an opinion). Say, $n=5, c=1,2,3,4,5$. Now each node checks which colors have weak majority (...
7 votes
1 answer
880 views

Bound for largest eigenvalue of symmetric matrices of uniform random variables over $[0,1]$ and fixed $1$s along diagonal and scattered $1$s

Given a $n\times n$ symmetric random matrix whose diagonal elements are all fixed as $1$. In addition, there are $k$ $1$s will be randomly scattered in upper triangular (of course, the corresponding ...
4 votes
0 answers
355 views

Distribution of min/max row sum of matrix with i.i.d. uniform random variables

Given a $n\times n$ symmetric random matrix such that all diagonal elements are all fixed as $1$. all elements in upper triangle (excluding the diagonal) are i.i.d. uniform random variables ...
2 votes
0 answers
59 views

Min/max row-sum distribution of a symmetric matrix of uniform random variables over $[0,1]$ and fixed $1$s along diagonal and scattered $1$s

Given a $n\times n$ symmetric random matrix such that all diagonal elements are all fixed as $0$. randomly select $k$ distinct cells in the upper triangle (excluding the diagonal), and then ...
1 vote
1 answer
155 views

Is the Krawtchouk ensemble a determinantal process?

The Krawtchouk ensemble is defined by a weight: $w(x) = \binom{K}{x}p^x q^{K-x} $ and in fact it comes from a conditioned random walk on $\mathbb{Z}^N$. It is a probability measure on the set $\{ 0, ...
1 vote
1 answer
357 views

Does CLT hold for joint distribution of two dependent binomial variables?

Let $S_n$ and $T_m$ be two binomial variables satisfying $S_n\sim B(n,\frac12)$ and $T_m\sim B(m,\frac12)$. Define $\tilde{S}_n=\frac{2S_n-n}{\sqrt{n}}$ and define $\tilde{T}_m$ similarly. For any ...
8 votes
1 answer
198 views

Tail bound of a distribution

Let $X_1, X_2, \ldots, X_n, Y_1, Y_2, \ldots, Y_n$ be independent binary random variables each being $1$ with probability $\frac{1}{k}$. Let $Z = X_1(Y_1 + \cdots + Y_k) + X_2(Y_2 + \cdots + Y_{k+1})...
14 votes
1 answer
2k views

Combinatorial proof for the number of lattice paths that return to the axis only at times that are a multiple of 4

Consider lattice paths consisting of $2n$ steps, each of which is either $(1,1)$ or $(1,-1)$. The number of such lattice paths that return to the horizontal axis only at times that are a multiple of $...
5 votes
0 answers
352 views

0-1 matrix combinatorial problem

Let $M \in \{0,1\}^{n \times n}$ and let $r_i$ be its $i$-th row. Given constant $p \in (0,1/2]$, let the number of $1$s in each row be at least $p\,n$. Given constant $c \in (0,1)$, what is the ...
15 votes
2 answers
3k views

Bounding sum of multinomial coefficients by highest entropy one

When does the following hold? $$\sum_{(i_1,\ldots,i_k)\in E} \frac{n!}{i_1! \ldots i_k!} \le \exp(n H^*)$$ where $H^*=\max_{(i_1,\ldots,i_k)\in E} -(\frac{i_1}{n}\log \frac{i_1}{n}+\ldots +\frac{...
2 votes
1 answer
266 views

A question about finite free convolution

For any square matrix $Y$ let $\chi_x(Y) = det(xI -Y)$ denote its characteristic polynomial. Say $A$ and $B$ are two $n-$dimensional symmetric matrices with constant row sums $a$ and $b$. Lets ...
3 votes
2 answers
1k views

Proof of identity involving Stirling numbers of the second kind

While computing conditional expectations of certain functionals of a Poisson white noise field (details are long and probably irrelevant), I've stumbled upon the need to use the following identity ...
6 votes
0 answers
105 views

Long loops in critical random graphs

A simple calculation seems to show that the expected number $X_k$ of loops of length $k$ in a critical Erdös-Renyi random graph $G(n,n^{-1})$ is approximately given by $$ \mathbb{E} X_k=\frac1{2k}{e^...
26 votes
3 answers
2k views

A game of plates and olives

This question has its origin in Morse theory (see this paper) but it can be given an entirely elementary and amusing formulation. The game of plates and olives starts with an empty table and ...
2 votes
1 answer
112 views

Uniform bound for rare events

Consider a family $F$ of subsets of a probability space $\Omega$. Assume that $F$ has bounded VC dimension and that the measure of each subset in $F$ is at least $\epsilon$. Drawing $n$ iid points ...
18 votes
1 answer
2k views

How big is the sum of smallest multinomial coefficients?

Given positive integers $n$ and $d$, let $S$ indicate the list of all $d$-tuples of non-negative integers $(c_1,\ldots,c_d)$ such that $c_1+\cdots+c_d=n$. Let $v_i$ be the value of the multinomial ...
3 votes
2 answers
228 views

Percolation on finite irregular trees

Consider a rooted tree of height $h$, such that all the leaves are at last layer. We perform the following random process: each edge is deleted with probability $0.5$, and otherwise it is retained. We ...
3 votes
0 answers
89 views

Two game-set inequalities

Here are a couple of curious related results about a generalized 2-player 1-set tennis game: the winner of the set is the first player to win $n$ games, and the winner of each game is the first player ...
9 votes
3 answers
749 views

Random RSK and Plancherel Measure

Let $(X_1,X_2,\ldots)$ be a sequence of i.i.d. random variables. It is known that if these random variables are distributed uniformly on the unit interval, then applying the RSK algorithm to this ...
6 votes
1 answer
370 views

Mean minimum distance for M and N uniformly random points on reals between 0 and 1

Similar to Mean minimum distance for N random points on a one-dimensional line, but instead of only N random points, choose N and M random points and find the mean minimum distance between points of N ...
4 votes
1 answer
669 views

Number of independent sets of a random tree

Let $T_n$ be a random tree on $n$ labelled vertices chosen equiprobably among all $n^{n - 2}$ trees, and $I(T)$ be the number of distinct independent sets of a tree $T$. I'm interested in the average ...
21 votes
2 answers
548 views

Do these polynomials have alternating coefficients?

In answering another MathOverflow question, I stumbled across the sequence of polynomials $Q_n(p)$ defined by the recurrence $$Q_n(p) = 1-\sum_{k=2}^{n-1} \binom{n-2}{k-2}(1-p)^{k(n-k)}Q_k(p).$$ Thus: ...
21 votes
0 answers
2k views

The Fourier Transform of taking Eigenvalues

The purpose of this question is to ask about the Fourier transform of the map which associate to an $n$ by $n$ matrix its $n$ eigenvalues, or some function of the $n$ eigenvalues. The main motivation ...
4 votes
0 answers
150 views

Dividing a finite arithmetic progression into two sets of same sum: always the same asymptotics?

This is inspired by the recent question How many solutions $\pm1\pm2\pm3…\pm n=0$. The oeis entries A063865 linked to this question and A292476/A156700 for the related one "How many solutions $\pm1\...
6 votes
1 answer
216 views

How close $k$-sums of a random set of numbers are on average?

Consider a set of random iid variables $x_1, \ldots x_n$ uniformly distributed on $[0, 1]$. For each $S \subset [n]$ with $1 \leq |S| = k < n$ take $\sigma_S = \sum_{i \in S}x_i$. Obviously $\...
2 votes
0 answers
91 views

Semigroups of nondecreasing functions

Consider some partially ordered set $(E,\leq)$. Assume either that it is countable with the discrete topology, or that it has some topology compatible with the order, preferably one that makes it into ...
0 votes
1 answer
99 views

expected number of populated blocks

Let $p$ be a positive integer. For each positive integer $N$, let: $$F: \{1, \ldots , pN\} \rightarrow \{1, \ldots, N\} $$ $$ F(n) = \lceil n/p \rceil$$ Let $r \in [0,1]$. I'm curious about the limit ...
18 votes
1 answer
656 views

Does erosion mix faster than a riffle shuffle?

It is a famous result of Aldous and Diaconis1 that seven shuffles are necessary and suffice to approximately randomize 52 cards.2 Here the shuffles are the standard riffle shuffle, where the ...
8 votes
3 answers
675 views

What are the odds of a tie in a random election with k candidates?

Consider an election with $N$ voters and $k$ candidates, where each voter votes randomly for one of the candidates. What are the odds of a tie? Here "tie" means that multiple candidates get the ...
5 votes
1 answer
241 views

Height growth for randomly falling Tetris like blocks ? What if Young diagrams are falling down?

Question: How the maximal height grows for random Tetris like blocks falling down ? Numeric simulation (see below) shows leading term is linear with some constant depending on shapes of blocks ...
3 votes
0 answers
115 views

Approximating the *conditional* probability of 1D discrete random walk not having revisited the origin given last position

I'm looking for a good closed form approximation to the following conditional probability, with provable approximation guarantees. Consider a 1D random walk on the integers, starting at the origin, ...
2 votes
0 answers
59 views

Totally distance non-preserving transformations

JL lemma (https://en.wikipedia.org/wiki/Johnson%E2%80%93Lindenstrauss_lemma) guarantees if you have a set of $K$ points in $\Bbb R^N$ a random transformation guarantees that the set can be projected ...
13 votes
4 answers
535 views

Alignment of random points

Whenever I draw randomly about ten points, I see that there will be always 3 points that are "almost" collinear. This observation leads me to considering the following questions: Question 1: Suppose $...
8 votes
1 answer
461 views

Probability of good colorings in randomly-colored graphs

Each vertex in a graph is randomly and independently colored either red or blue with equal probability. A coloring is called $r$-good, for some fraction $r\in[0,1]$, if at least a fraction $r$ of the ...
17 votes
1 answer
910 views

Randomly switching street lights, in a square city

This is a combinatorics-probability question, best stated however in "recreational" terms. Imagine a $N\times N$ city, meaning that we have $N$ horizontal streets, and $N$ vertical streets. At each ...
46 votes
7 answers
10k views

Conway's game of life for random initial position

What is the behavior of Conway's game of life when the initial position is random? -- We can ask this question on an infinite grid or on an $n$ by $n$ table (planar or on a torus). Specifically ...
15 votes
2 answers
547 views

Random graphs in $\mathbb R^2$ (or random rays from $\mathbb Z^2$)

The model: Suppose that for each lattice point in $\mathbb Z^2$ we pick a random direction uniformly and independently. At time $t=0$ we start drawing rays starting from each lattice point in the ...
3 votes
1 answer
150 views

Convex lower bound for probability that a random subset of [n] has cardinality at most k

For $n\in\mathbb{N}$, the probability that a random subset of $[n]=\{1,\cdots n\}$ has cardinality at most $k$ is $f_k(n)=2^{-n}\sum\limits_{i=0}^k{n\choose i}$. I'm looking for a lower bound $g_k(x)\...
4 votes
0 answers
188 views

Distributions over permutation groups $\mathcal{S}_n$

Partly inspired by recent developments in enumeration of pattern avoiding permutations, which is known to be connected with Brownian excursions [Hoffman&Rizzolo]. The exciting milestone is the ...
5 votes
0 answers
273 views

root system generalizations of Sekiguchi-Debiard (aka Laplace-Beltrami) operators

For the root system $A_n$, taking the limit $q = t^\alpha$ and $t \to 1$, and letting $Y = (t-1) X -1$ one obtains from the Macdonald operator the so-called Sekiguchi-Debiard operator: $$D_\alpha(X) =...
26 votes
4 answers
2k views

$\binom{x}{2}+\binom{x}{4}+\cdots+\binom{x}{2u}$ is a convex function on $[0,+\infty)$?

Let $f(x)=\binom{x}{2}+\binom{x}{4}+\cdots+\binom{x}{2u}$, where $u\in\mathbb{Z}^+$ and $\binom{x}{l}=\frac{x(x-1)\dots(x-l+1)}{l!}$ for all $l\in\mathbb{Z}^+$. Then can we prove $f(x)$ is a convex ...
2 votes
0 answers
93 views

Erdös-Renyi Model with prescribed subgraph

In the Erdös-Rényi model for random graphs there is a lot of results stating sharp phase transitions for the probability of a random graph to contain a fixed prescribed ...
10 votes
5 answers
2k views

fixed points of permutation groups

As is well-known (see, for example, a nice exposition by our own Qiaochu: https://qchu.wordpress.com/2012/11/07/fixed-points-of-random-permutations/) that the distribution of the number of fixed ...
8 votes
0 answers
240 views

Stepanov phase transition in random graph

Consider the classical random graph model G(n,p), with p=c/n, as proposed by Erd\"os and R\'enyi. At this scaling, the most prominent feature is arguably the abrupt change of the topology that the ...
6 votes
1 answer
985 views

A variant of bin-and-ball problem

We have $n$ balls, each belonging to a group (e.g, color). There are $g$ groups ($g$ may be large but $g=o(n)$). We sequentially put the balls into $m$ bins in the following way: for each ball, we ...
10 votes
2 answers
387 views

Distribution of the area statistic for Catalan paths

A Catalan path of semilength $n$ is a path from $(0,0)$ to $(2n,0)$ that proceeds by taking northeast (1,1) or southeast (1,-1) steps, and never goes below the $x$-axis. The area of a path $P$ is the ...
14 votes
3 answers
9k views

Solving a Rubik's cube via a series of randomly selected (quarter-turn) Singmaster moves

In July of 2010, Tomas Rokicki, Herbert Kociemba, Morley Davidson, and John Dethridge demonstrated (computationally) that a $3\times3\times3$ Rubik's cube, starting in an arbitrary configuration, can ...
4 votes
1 answer
421 views

Order statistic of Markov chain sample path and related probabilities

Consider a one dimensional sample path, denoted as $\{X(1), ..., X(t), ..., X(n)\}$, generated from a discrete time finite state (time homogeneous) Markov chain over states $\{1,...,m\}$, with ...
4 votes
3 answers
504 views

Expected number of crossings of the diagonal of a lattice path?

If we uniformly choose a lattice path from $(0,0)$ to $(n, n)$ (i.e. at each step we can move from $(x,y)$ to $(x+1,y)$ or $(x,y+1)$), what is the expected number of times that the path crosses the ...

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