All Questions
Tagged with pr.probability co.combinatorics
802 questions
1
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1
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137
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Balls from bin with replacement, distinct elements, concentration inequality
Draw $n$ numbers, denoted by $a_1, a_2, \ldots, a_n$, from set $[n]$, that is, for each $i$, $a_i$ is a uniformly random number from $[n]$.
Let $A = \{a_1, a_2, \ldots, a_n\}$. Then
$$
\mathbb{E}[|A|]...
- 651
1
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1
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330
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Probability of connected graph on torus
Let $G = (V, E)$ be a graph on n vertices constructed in the following way:
Each vertex $v \in V$ is positioned uniform randomly in $[0, 1] × [0, 1]$.
Connect two vertices $u, v \in V$ if $d(v,u) ≤ ...
- 75
1
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1
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608
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Probability of k overlapping subsets in N trials
Ok, here is what I am attempting to find an answer to:
I draw M uniformly random subsets of size K from the set of numbers $\Omega=\{1, \dots, N\}$ (where uniformly random means that each unique ...
- 229
1
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1
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101
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Probability of seeing m nonzero bits in off any d consecutive bits in a circle of n bits
Suppose n bits are arranged circularly with given condition that random k of them are 1 and rest 0, and all possible d consecutive bits (total n possibilities) are looked at, what is the probability ...
- 11
1
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1
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195
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Concentration of a certain simple / well-structured random multilinear polynomial with growing degree
Let $k$ and $N_1$ be positive integers and set $N=kN_1$. Partition $[N] := \{1,2,\ldots,N\}$ $k$ disjoint from $G_1,\ldots,G_k$ of each of size $N_1$, and let $\mathcal T(k,N_1)$ be a transversal of ...
- 6,853
1
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1
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199
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Rademacher complexity for a family of bounded, nondecreasing functions?
Let $\{\phi_k\}_{k=1}^K$ be a family of functions mapping from an interval $[a, b]$ to $[-1, 1]$.
That is, $\phi_k \colon[ a,b] \to [-1, 1]$ are nondecreasing maps on some finite interval $[a, b] \...
- 420
1
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1
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183
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Expectation of edge weights on the complete graph
Let $n,k \geq 3$ be positive integers with $n$ much larger than $k$ and consider a random assignment of weights to the edges of the complete graph $K_n$. On each vertex of $K_n$ we attach a random ...
- 26.9k
1
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1
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125
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Empirical degree distribution of random $n$ vertices labeled rooted tree converges to Poisson distribution
I am reading Louigi's lecture note on random trees and graphs here. I get stuck on part (b), Exercise 1.2.3 on page 19, which says the following:
Let $T_n$ be uniformly drawn from $\mathcal{T}_n$, ...
- 715
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2
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50
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Cyclic inequality for 2 dimensional simplex elements
Let $p=(p_{1},p_{2},p_{3})\in\Delta$, with $\Delta:=\lbrace p\in(0,1)^{3}\ |\ p_{1}+p_{2}+p_{3}=1 \rbrace$. I aim to prove (not knowing whether it is true though) that
\begin{equation}
p_{1}^{p_{3}-p_{...
- 289
1
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1
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436
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Size of minimum cut in random graph
Consider a uniform random tournament with $n$ vertices. (Between any two vertices $x,y$, with probability $0.5$ draw an edge from $x$ to $y$; otherwise draw an edge from $y$ to $x$.) The score of each ...
- 1,209
1
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1
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684
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Probability that random Bernoulli matrix is full rank
This is probably known already, but I could not find a quick argument.
Let $M$ be an $n\times m$ binary matrix with iid Bernoulli$(1/2)$ entries, and $n>m$. Tikhomirov recently settled that the ...
- 1,096
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1
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105
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What is the distribution of a Cartesian power of a collection of iid uniform points? (renewed)
The following question was asked recently at https://mathoverflow.net/questions/326631/what-is-the-distribution-of-a-cartesian-power-of-a-collection-of-iid-uniform-poi :
Take a rectangle with ...
- 128k
1
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1
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338
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Expected values of two non-negative, integer-valued random variables related to an urn problem
Consider an urn containing $c$ distinguishable balls, $\alpha$ of which are red, $\beta$ of which are blue, and $\gamma$ of which are green, and $\alpha+\beta+\gamma=c$. We assume $\alpha,\beta,\gamma&...
- 145
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1
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188
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KPZ relation $\chi = 2 \xi -1$ in a random geometric graph
If I have $n$ points uniformly distributed on the surface of a torus, and form a graph by adding an edge between pairs whenever they are within a unit distance (induced by the Euclidean metric), I ...
- 640
1
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1
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357
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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 ...
- 111
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1
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394
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On rank of random $0/1$ matrices
It is known that a $0/1$ matrix picked from uniform distribution from $\{0,1\}^{n\times n}$ is non-singular with probability $1-o(1)$.
Fix an integer $t$.
Consider a random matrix formed the ...
user94040
1
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1
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121
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Probability for high mutual coherence on all subsets of a Gaussian vector set
We examine as set of independent normal vectors:
$$ \forall i \in [N]\triangleq \{1,\dots,N\}:\,\mathbf{x}_{i}\sim\mathcal{N}\left(0,\mathbf{I}_{d}\right)$$
For any $\epsilon>0$ and $K\leq N$, we ...
- 968
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1
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357
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Analysis of a partition algorithm
EDIT:
I realized that if $J$ is not a solution so is $J^c$. I updated the algorithm because of this.
Given some positive integers $x_1,\cdots, x_n$.
The following algorithm is for solving the ...
user6671
1
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1
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123
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$q$-connectedness of random digraphs obtained from a fixed graph
Let $G = (E,V)$ be an undirected graph (which can have multiple edges or loops).
Let $k,l,m\colon E\to \mathbb{R}_{\geq 0}$ be three edge-weight functions that satisfy $2k(e) + l(e) + m(e) = 1$ for ...
- 24.2k
1
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1
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220
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Probabilistic statement on matrix ranks
Given $A\in\{0,1\}^{n\times n}$ with $\operatorname{rank}(A)=r=2^{O((\log_2n)^{\frac{1}{c+1}})}$.
Denote $\mathsf{1_n}\in\{0,1\}^n$ as vector with $1$s.
Does
$$\lim_{n\rightarrow\infty}\mathsf{P_{A\...
- 13.9k
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2
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2k
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Expected matching in a bipartite graph
Consider a random bipartite graph constructed on vertex classes of size $n$ with each edge present independently with probability $p$. How could I go about calculating the size of the expected ...
- 903
1
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1
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420
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Poisson approximation of random sub-graphs
I add the edges of $G(n)$ the complete graph on $n$ vertices one by one, at random and without replacement, and denote by $G(n,m)$ the resulting Erdos Renyi random graph process. At step $m$ in the ...
- 468
1
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1
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918
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Pros and cons of probability model for permutations
I am studying probability model of random permetuation
Let $b(n; k)$ denote the number of permutations of {1,...,n} with precisely k
inversions ($inv(\pi)$). The analytic approach was considered by L....
1
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1
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2k
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Sum of covariance matrix of products of dependent variables
Consider the sequences of random variables $\{X_i\}_{i=1}^n$ and $\{Y_i\}_{i=1}^n$, as well as the corresponding sequence of products, $\{X_i Y_i\}_{i=1}^n$. All $X_i$ share the same mean value, $\...
- 965
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1
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905
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Balls and bins: Exact probability
Suppose there are $m$ balls to be randomly thrown into $n$ bins ($m>n$). Let $X_i$ be the number of balls ending up in bin $i$.
Let $X_{max}$ be the heaviest bin and $X_{min}$ be the lightest bin. ...
- 13
1
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1
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258
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Probability distribution for the size of an ordered set of (randomly pruned) integer pairs with intersection constraints on successive elements in the permutation
Update: To write a quick preamble, this question is basically asking that, if you take all possible pairs of some set of characters, call these pairs elements of the set $S$, and if you throw out some ...
- 11
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1
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230
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Combinatorics for a stochastic dynamics problem
Suppose we have a circular arrangement (periodic boundaries) with $M$ sites and we want to distribute $N$ particles over these sites such that there are occupation numbers $n_m$ that respect $\sum_m ...
- 91
1
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1
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197
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Probability distribution on Python-dictionary-like objects?
I would like to examine information-theoretical properties of random variables that take as values objects which are akin to dictionaries in the Python programing language.
That is, each sample of the ...
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0
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72
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How to understand "sparse graph limits"
For an $n$-vertex graph $G$, we say it is a sparse graph if $e(G)=o(n^2)$. Otherwise if $e(G)=\theta (n^2)$, we say it is a dense graph.
For a sequence of dense graphs $G_1,G_2,\dots,$ we know that it ...
- 349
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0
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44
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Constrained random sampling from partitioned sets with quotas
Let $D$ be a finite set, $\mathcal{P} = \{D_{i,j}\}_{(i,j) \in I \times J}$ a partition of $D$, $N: J \to \mathbb{N}$ a quota function, and $k \in \mathbb{N}^+$. A subset $F \subseteq D$ is considered ...
- 11
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0
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134
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Number of ways to place 4 kings on nxn chessboard
I have a $n\times n$ chessboard and 4 kings inside it. My goal is to count the number of arrangements where some of them are non-attacking or mutually attacking, for example:
In the case where the $4$...
- 47
1
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0
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84
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Percolative process distribution not equivalent to coupon collector problem distribution
I have a process where; given a $n\times 1$ matrix initially empty, an element is inserted in it at a random position, with the possibility of repeating the insertion at a filled cell. Then, after a ...
- 47
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0
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84
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How can one build a min-2-wise independent small sample space from min-3-wise permutations?
I have been studying a polynomial-size set of permutations from one of my lectures. The below image, taken from the lecture notes PDF, illustrates how to construct min-3-wise permutations.
My ...
- 43
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0
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122
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On the derivation of some asymptotic expressions involving combinatorics
My questions come from the supplementary material in a recent preprint Nonequilibrium statistical mechanics of money/energy exchange models. My first question comes from page 35. Specifically, suppose ...
- 730
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0
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62
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Nonintersecting witnesses of connectivity events in graphs
In my research I stumbled across a following result:
Let $G = (V, E)$ be a multigraph with three chosen vertices $a, b, c \in V$. We color its edges into red and blue colors: $E = R \sqcup S$. Events ...
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0
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91
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Large deviation inequalities for number of coupon types collected by a coupon collector with fixed budget
In the generalized Coupon Collector's Problem, there are $N$ types of coupon, and for any $i \in [N] := \{1,2,\ldots,N\}$, $p_i \ge 0$ is the probability of obtaining a type-i coupon on any trial. ...
- 6,853
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60
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Correct dependence for "Local Coloring"
In Alon-Spencer's book, Probabilistic Lens #8, it is proven that for each $k$, there exists $\epsilon = \epsilon(k)>0$ such that for all large $n$, there exists an $n$-vertex graph $G$ with ...
- 3,499
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0
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92
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Can we prove the following statement for recurrence relation?
For every integer $n$, we have the following recurrence:
$a_{i}= p^i(1-p)^{n-i}\binom{n}{i} -\sum_{j=i+1}^na_j\binom{j}{i}$.
Can we prove that for every $n$ and $p<1/\sqrt{n}$, it holds that $\...
- 11
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0
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77
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Distribution of colour pairs from a random matching
Given $a$ many red balls and $b$ many blue balls, with $a+b$ even, suppose we chose a random matching between the $a+b$ balls. What is the distribution of the number of red-red and red-blue (and blue-...
- 129
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0
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216
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Classical and free cumulants, symmetric functions, and inverses (references), related to associahedra, parking functions, noncrossing partitions
Looking for references for one or more of the following four sets of partition polynomials 1a) through 4a), particularly those which present geometric / topological combinatorial interpretations.
...
- 10.5k
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84
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Constructing k-wise independent variables over a general set
We have seen in class a polynomials based construction that builds in $O(n^k)$ time, $n$ random variables, $k$-wise independent, over a field with $n$ elements. More specifically, you generate all the ...
- 11
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123
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On probability of coprimality of a list of numbers
We know $r$ randomly chosen integers are coprime with probability $\frac1{\zeta(r)}$.
Pick a bound $N$ and pick $k\lceil N^{\alpha}\rceil$ uniformly random integers in $[0,N^{\alpha+\beta}]$ where $\...
- 13.9k
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0
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122
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Probability puzzle on partitions
Consider a set $U$ of size $n$ and let $\mathcal{S}$ be the set of all $(n/2)$-subsets of $U$ (assume $n$ is divisible by 4). Let $P$ be a partition of $\mathcal{S}$ into $k$ blocks $B_1,\dots,B_k$.
...
- 11
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0
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664
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The distribution of hitting time in 2D-lattice random walk [closed]
Assume a particle at $(0,0)$ with the same possibility of $1/4$ for moving up/down/left/right (i.e. random walk in 2D lattice). We define the stopping time 𝑇𝑐 as it hits $(a,b)$. How can we get the ...
1
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0
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47
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Probability that a modified $c$-bounded lattice walk is also $c$-bounded
Let $\mathcal{B}_n^{(c)}$ be the set of $n$ step lattice bridges (starts at $(0,0)$ ends at $(n,0)$), taking steps $\{(1,1), (-1,1)\}$ bounded between $y = c$ and $y = -c$ for a constant $c \geq 0$. ...
- 111
1
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0
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176
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Gaussian order statistics
Setup. Let $\alpha\in(0,1)$ fixed; and $\tau\in[0,1]$ (think of it very close to one).
Suppose $X_1,\dots,X_n$ are i.i.d. standard normal.
Let $Y_1,\dots,Y_n$ be another sequence of standard normals ...
- 11
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0
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127
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Delocalization of eigenvectors of graph Laplacians
Let $(V,E)$ be an undirected, connected graph with $n$ nodes. The graph Laplacian is defined as $L = D - A$, where $D$ is the degree matrix and $A$ is the adjacency matrix. Let $0 = \lambda_1 < \...
- 41
1
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0
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85
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Winning criterion for a combinatorial game
Given $n$,
let $\mathcal{R}$ be a set of pairs $(\rho,A)$
where $A\subseteq n, \rho\in 2^A$.
Consider the following game between A and B.
At each round $t$, A enumerates an $m\in n$ (that has not been ...
- 909
1
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0
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177
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Probability of satisfying the congruent mod equation
I'm wondering about the probability of picking three different numbers $x,y,z$ out of the set $[50]=\left\{ 1,2,3,...,50\right\}$ satisfying the equation: $$xyz\equiv \gcd(x,y,z)\mod 7$$ I started out ...
- 139
1
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1
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158
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Bound for multinomial expansion involving Poisson random variables
Let $x_i, i=1, \ldots n$ be Poisson random variables with parameters $\lambda_i$ correspondingly with condition that $\sum_{i=1}^nx_i=T$. Due to linearity of the expectation one can write:
$$
E\left(\...
- 343