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 answers only not deleted user 1131

In probability and statistics, a probability distribution assigns a probability to each measurable subset of the possible outcomes of a random experiment, survey, or procedure of statistical inference.

1 vote

Minimum Distance Distribution of two Uniformly Distributed Samples

If what you ask is to find the distribution of $Z=\min|x_i-y_j|$ where $x_i, i=1,\dots,m$ and $y_j, j=1,\dots,n$ are independent random points on $[0,1]$ (scaling to $L$ is trivial), then one can writ …
fedja's user avatar
  • 61.9k
11 votes
Accepted

An interesting Markov chain with uniform marginals

Since I was requested to elaborate, here goes. First, let's look at the automorphism of the unit circle induced by this mapping (written in the least revealing way). With $z=e^{it}$, as usual, we have …
fedja's user avatar
  • 61.9k
1 vote

Proximity in terms of characteristic functions for $n$-dimensional distributions

There is a good reason why you cannot get anything for the standard Levy-Prokhorov distance in high dimensions. Let's consider the uniform distribution on the sphere of radius $R$ in $\mathbb R^3$ and …
fedja's user avatar
  • 61.9k
12 votes

lower-bound for $Pr[X\geq EX]$

This should really be a comment, but it just takes too much space to put in the comment box. I was quite puzzled by Ryan's remark that Feige's problem (with just some constant) is hard while it is a t …
fedja's user avatar
  • 61.9k
8 votes

Subgaussian norm of a symmetric $\{-1,0,1\}$ random variable

For these matters, I usually rely on the following trickery: $$ 2\cosh t-2=\int_0^t (e^s-e^{-s})\,ds\le \int_0^t 2s e^s\,ds \\ \le\int_0^t 2se^{as^2+\frac 1{4a}}\,ds=\frac 1a e^{\frac 1{4a}}[e^{at^2}- …
fedja's user avatar
  • 61.9k
8 votes
Accepted

An inequality involving the beta distribution

You understand that it may be a good time to quit when you start forgetting what used to be your favorite tricks. Let $u=\frac ab>0$. Let $F_s$ be the CDF corresponding to $a'=u(1+s),b'=1+s$, so $F_s' …
fedja's user avatar
  • 61.9k
1 vote
Accepted

Generalized moment problem for discrete distributions

Note that $1\cdot\begin{bmatrix}1\\0\\0\end{bmatrix}+3\cdot\begin{bmatrix}1\\2\\4\end{bmatrix}=3\cdot\begin{bmatrix}1\\1\\1\end{bmatrix}+1\cdot\begin{bmatrix}1\\3\\9\end{bmatrix}=\begin{bmatrix}4\\6\\ …
fedja's user avatar
  • 61.9k
5 votes
Accepted

On a von Bahr–Esseen-type inequality for pairwise independent zero-mean random variables

Here is a positive answer to Q1. Step 1: Without loss of generality, each $X_i$ is symmetrically distributed. Indeed, consider an independent copy $X_i'$ of the family $X_i$ with the same joint distri …
fedja's user avatar
  • 61.9k
4 votes
Accepted

Expectation of Truncated Bivariate Gaussian Random Variables

There is a simple but often efficient trick to facilitate such computations. Let $H_k$ be the normalized Hermite polynomials and let $\Phi,\Psi$ be any two functions square integrable with respect to …
fedja's user avatar
  • 61.9k
2 votes
Accepted

Total offspring of Poisson multitype branching process

Yes, with essentially the same proof. In the scalar case, just notice that $e^{cX_n+bZ_n}$ is a supermartingale as long as $p(e^{c+b}-1)\le b$. In the vector case you will need to find positive vector …
fedja's user avatar
  • 61.9k
1 vote
Accepted

Ratio of expectation involving random unit vectors

"How do you see this?" It is quite simple, actually. For a positive random variable $Z$, we have $E[e^{-\beta Z}]=\beta\int_0^\infty e^{-\beta t}P[Z\le t]\,dt$. Thus, if $P[Z\le t]\asymp t^q$ for $0<t …
fedja's user avatar
  • 61.9k
7 votes

On average, how many uniformly random real numbers $u$ are needed for their sum to exceed $1...

I am not quite sure if the previous long discussion has already resulted in a full proof of anything but here is the crude bound that shows that the expectation in question is infinite. Let $X_i$ be i …
fedja's user avatar
  • 61.9k
2 votes
Accepted

Expected triangle area of normal distributed vertices with colinear expectations

How was your formula derived? You can do most of the work in your head without touching pen or paper. First, project to a random plane. Then the area will drop twice on average (Archimedes), so the an …
fedja's user avatar
  • 61.9k
6 votes
Accepted

The asymptotics of $\int_{-\infty}^{\infty} \phi(x) {\Phi(\frac{x}{a})}^{qa} dx $ for normal...

In my opinion, that other question has been answered by michael completely in the very first comment. However, since the question arose again, let me just spell the details of michael's answer out. W …
fedja's user avatar
  • 61.9k
2 votes
Accepted

Minimizing the expectation of a functional of probability distribution subject to an entropy...

Here is the lower bound of $0.49$ for all $\alpha\ge 1$. Note that $\min_\pi F(\pi)$ is a non-decreasing function of $\alpha$, so it is enough to consider $\alpha=1$. Also, the truth is about $0.55$ f …
fedja's user avatar
  • 61.9k

15 30 50 per page